diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/package.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/package.json
index d731c27bdf4..c41a470929d 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/package.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/package.json
@@ -32,6 +32,7 @@
     "feature registry service",
     "featurestore online serving service",
     "featurestore service",
+    "gen ai cache service",
     "gen ai tuning service",
     "index endpoint service",
     "index service",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/cached_content.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/cached_content.proto
new file mode 100644
index 00000000000..ecb6e97a3d8
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/cached_content.proto
@@ -0,0 +1,108 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+syntax = "proto3";
+
+package google.cloud.aiplatform.v1beta1;
+
+import "google/api/field_behavior.proto";
+import "google/api/resource.proto";
+import "google/cloud/aiplatform/v1beta1/content.proto";
+import "google/cloud/aiplatform/v1beta1/tool.proto";
+import "google/protobuf/duration.proto";
+import "google/protobuf/timestamp.proto";
+
+option csharp_namespace = "Google.Cloud.AIPlatform.V1Beta1";
+option go_package = "cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb;aiplatformpb";
+option java_multiple_files = true;
+option java_outer_classname = "CachedContentProto";
+option java_package = "com.google.cloud.aiplatform.v1beta1";
+option php_namespace = "Google\\Cloud\\AIPlatform\\V1beta1";
+option ruby_package = "Google::Cloud::AIPlatform::V1beta1";
+
+// A resource used in LLM queries for users to explicitly specify what to cache
+// and how to cache.
+message CachedContent {
+  option (google.api.resource) = {
+    type: "aiplatform.googleapis.com/CachedContent"
+    pattern: "projects/{project}/locations/{location}/cachedContents/{cached_content}"
+    plural: "cachedContents"
+    singular: "cachedContent"
+  };
+
+  // Expiration time of the cached content.
+  oneof expiration {
+    // Timestamp of when this resource is considered expired.
+    // This is *always* provided on output, regardless of what was sent
+    // on input.
+    google.protobuf.Timestamp expire_time = 9;
+
+    // Input only. The TTL for this resource. The expiration time is computed:
+    // now + TTL.
+    google.protobuf.Duration ttl = 10
+        [(google.api.field_behavior) = INPUT_ONLY];
+  }
+
+  // Immutable. Identifier. The resource name of the cached content
+  // Format:
+  // projects/{project}/locations/{location}/cachedContents/{cached_content}
+  string name = 1 [
+    (google.api.field_behavior) = IDENTIFIER,
+    (google.api.field_behavior) = IMMUTABLE
+  ];
+
+  // Immutable. The name of the publisher model to use for cached content.
+  // Format:
+  // projects/{project}/locations/{location}/publishers/{publisher}/models/{model}
+  string model = 2 [(google.api.field_behavior) = IMMUTABLE];
+
+  // Optional. Input only. Immutable. Developer set system instruction.
+  // Currently, text only
+  Content system_instruction = 3 [
+    (google.api.field_behavior) = OPTIONAL,
+    (google.api.field_behavior) = IMMUTABLE,
+    (google.api.field_behavior) = INPUT_ONLY
+  ];
+
+  // Optional. Input only. Immutable. The content to cache
+  repeated Content contents = 4 [
+    (google.api.field_behavior) = OPTIONAL,
+    (google.api.field_behavior) = IMMUTABLE,
+    (google.api.field_behavior) = INPUT_ONLY
+  ];
+
+  // Optional. Input only. Immutable. A list of `Tools` the model may use to
+  // generate the next response
+  repeated Tool tools = 5 [
+    (google.api.field_behavior) = OPTIONAL,
+    (google.api.field_behavior) = IMMUTABLE,
+    (google.api.field_behavior) = INPUT_ONLY
+  ];
+
+  // Optional. Input only. Immutable. Tool config. This config is shared for all
+  // tools
+  ToolConfig tool_config = 6 [
+    (google.api.field_behavior) = OPTIONAL,
+    (google.api.field_behavior) = IMMUTABLE,
+    (google.api.field_behavior) = INPUT_ONLY
+  ];
+
+  // Output only. Creatation time of the cache entry.
+  google.protobuf.Timestamp create_time = 7
+      [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. When the cache entry was last updated in UTC time.
+  google.protobuf.Timestamp update_time = 8
+      [(google.api.field_behavior) = OUTPUT_ONLY];
+}
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/dataset.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/dataset.proto
index e13d43ff8f2..640759a4b6b 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/dataset.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/dataset.proto
@@ -111,6 +111,10 @@ message Dataset {
   // is
   // `projects/{project}/locations/{location}/metadataStores/{metadata_store}/artifacts/{artifact}`.
   string metadata_artifact = 17 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Optional. Reference to the public base model last used by the dataset. Only
+  // set for prompt datasets.
+  string model_reference = 18 [(google.api.field_behavior) = OPTIONAL];
 }
 
 // Describes the location from where we import data into a Dataset, together
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/dataset_version.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/dataset_version.proto
index a9c1098dbe2..11c2a6e5f0e 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/dataset_version.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/dataset_version.proto
@@ -64,4 +64,8 @@ message DatasetVersion {
     (google.api.field_behavior) = OUTPUT_ONLY,
     (google.api.field_behavior) = REQUIRED
   ];
+
+  // Output only. Reference to the public base model last used by the dataset
+  // version. Only set for prompt dataset versions.
+  string model_reference = 9 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/deployment_resource_pool.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/deployment_resource_pool.proto
index fb41de8df31..ecd781a215c 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/deployment_resource_pool.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/deployment_resource_pool.proto
@@ -18,6 +18,7 @@ package google.cloud.aiplatform.v1beta1;
 
 import "google/api/field_behavior.proto";
 import "google/api/resource.proto";
+import "google/cloud/aiplatform/v1beta1/encryption_spec.proto";
 import "google/cloud/aiplatform/v1beta1/machine_resources.proto";
 import "google/protobuf/timestamp.proto";
 
@@ -47,6 +48,29 @@ message DeploymentResourcePool {
   DedicatedResources dedicated_resources = 2
       [(google.api.field_behavior) = REQUIRED];
 
+  // Customer-managed encryption key spec for a DeploymentResourcePool. If set,
+  // this DeploymentResourcePool will be secured by this key. Endpoints and the
+  // DeploymentResourcePool they deploy in need to have the same EncryptionSpec.
+  EncryptionSpec encryption_spec = 5;
+
+  // The service account that the DeploymentResourcePool's container(s) run as.
+  // Specify the email address of the service account. If this service account
+  // is not specified, the container(s) run as a service account that doesn't
+  // have access to the resource project.
+  //
+  // Users deploying the Models to this DeploymentResourcePool must have the
+  // `iam.serviceAccounts.actAs` permission on this service account.
+  string service_account = 6;
+
+  // If the DeploymentResourcePool is deployed with custom-trained Models or
+  // AutoML Tabular Models, the container(s) of the DeploymentResourcePool will
+  // send `stderr` and `stdout` streams to Cloud Logging by default.
+  // Please note that the logs incur cost, which are subject to [Cloud Logging
+  // pricing](https://cloud.google.com/logging/pricing).
+  //
+  // User can disable container logging by setting this flag to true.
+  bool disable_container_logging = 7;
+
   // Output only. Timestamp when this DeploymentResourcePool was created.
   google.protobuf.Timestamp create_time = 4
       [(google.api.field_behavior) = OUTPUT_ONLY];
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/extension.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/extension.proto
index 7bde33166fb..98b0e427112 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/extension.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/extension.proto
@@ -160,9 +160,10 @@ message ExtensionManifest {
   // The name can be up to 128 characters long.
   string name = 1 [(google.api.field_behavior) = REQUIRED];
 
-  // Required. The natural language description shown to the LLM. It should
-  // describe the usage of the extension, and is essential for the LLM to
-  // perform reasoning.
+  // Required. The natural language description shown to the LLM.
+  // It should describe the usage of the extension, and is essential for the LLM
+  // to perform reasoning. e.g., if the extension is a data store, you can let
+  // the LLM know what data it contains.
   string description = 2 [(google.api.field_behavior) = REQUIRED];
 
   // Required. Immutable. The API specification shown to the LLM.
@@ -341,16 +342,15 @@ message RuntimeConfig {
   }
 
   message VertexAISearchRuntimeConfig {
-    // [Deprecated] Please use app_id instead.
-    // Vertex AI Search serving config name. Format:
+    // Optional. Vertex AI Search serving config name. Format:
     // `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}/servingConfigs/{serving_config}`
-    string serving_config_name = 1 [deprecated = true];
+    string serving_config_name = 1 [(google.api.field_behavior) = OPTIONAL];
 
-    // Vertex AI Search App ID. This is used to construct the search request. By
-    // setting this app_id, API will construct the serving config which is
-    // required to call search API for the user.
-    // The app_id and serving_config_name cannot both be empty at the same time.
-    string app_id = 2;
+    // Optional. Vertex AI Search engine ID. This is used to construct the
+    // search request. By setting this engine_id, API will construct the serving
+    // config using the default value to call search API for the user. The
+    // engine_id and serving_config_name cannot both be empty at the same time.
+    string engine_id = 2 [(google.api.field_behavior) = OPTIONAL];
   }
 
   // Runtime configurations for Google first party extensions.
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/extension_registry_service.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/extension_registry_service.proto
index e113d3d4665..11cb82dc9c0 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/extension_registry_service.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/extension_registry_service.proto
@@ -142,7 +142,9 @@ message UpdateExtensionRequest {
   //
   //    * `display_name`
   //    * `description`
+  //    * `runtime_config`
   //    * `tool_use_examples`
+  //    * `manifest.description`
   google.protobuf.FieldMask update_mask = 2
       [(google.api.field_behavior) = REQUIRED];
 }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/feature.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/feature.proto
index 96118ac63f7..e253f1a7cfd 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/feature.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/feature.proto
@@ -104,6 +104,9 @@ message Feature {
 
     // Used for Feature that is bytes.
     BYTES = 13;
+
+    // Used for Feature that is struct.
+    STRUCT = 14;
   }
 
   // Immutable. Name of the Feature.
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/feature_online_store.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/feature_online_store.proto
index a4c33d7f0bb..cd37404e4cf 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/feature_online_store.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/feature_online_store.proto
@@ -18,6 +18,7 @@ package google.cloud.aiplatform.v1beta1;
 
 import "google/api/field_behavior.proto";
 import "google/api/resource.proto";
+import "google/cloud/aiplatform/v1beta1/encryption_spec.proto";
 import "google/cloud/aiplatform/v1beta1/service_networking.proto";
 import "google/protobuf/timestamp.proto";
 
@@ -174,4 +175,8 @@ message FeatureOnlineStore {
   // management is automatically enabled when specifying Optimized storage type.
   EmbeddingManagement embedding_management = 11
       [deprecated = true, (google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Customer-managed encryption key spec for data storage. If set,
+  // online store will be secured by this key.
+  EncryptionSpec encryption_spec = 13 [(google.api.field_behavior) = OPTIONAL];
 }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto
index c917254d639..7a2e3a9cde7 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto
@@ -272,12 +272,30 @@ message FeatureValue {
 
     // Bytes feature value.
     bytes bytes_value = 13;
+
+    // A struct type feature value.
+    StructValue struct_value = 15;
   }
 
   // Metadata of feature value.
   Metadata metadata = 14;
 }
 
+// Struct (or object) type feature value.
+message StructValue {
+  // A list of field values.
+  repeated StructFieldValue values = 1;
+}
+
+// One field of a Struct (or object) type feature value.
+message StructFieldValue {
+  // Name of the field in the struct feature.
+  string name = 1;
+
+  // The value for this field.
+  FeatureValue value = 2;
+}
+
 // Container for list of values.
 message FeatureValueList {
   // A list of feature values. All of them should be the same data type.
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto
new file mode 100644
index 00000000000..e2e5139e930
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto
@@ -0,0 +1,170 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+syntax = "proto3";
+
+package google.cloud.aiplatform.v1beta1;
+
+import "google/api/annotations.proto";
+import "google/api/client.proto";
+import "google/api/field_behavior.proto";
+import "google/api/resource.proto";
+import "google/cloud/aiplatform/v1beta1/cached_content.proto";
+import "google/protobuf/empty.proto";
+import "google/protobuf/field_mask.proto";
+
+option csharp_namespace = "Google.Cloud.AIPlatform.V1Beta1";
+option go_package = "cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb;aiplatformpb";
+option java_multiple_files = true;
+option java_outer_classname = "GenAiCacheServiceProto";
+option java_package = "com.google.cloud.aiplatform.v1beta1";
+option php_namespace = "Google\\Cloud\\AIPlatform\\V1beta1";
+option ruby_package = "Google::Cloud::AIPlatform::V1beta1";
+
+// Service for managing Vertex AI's CachedContent resource.
+service GenAiCacheService {
+  option (google.api.default_host) = "aiplatform.googleapis.com";
+  option (google.api.oauth_scopes) =
+      "https://www.googleapis.com/auth/cloud-platform";
+
+  // Creates cached content, this call will initialize the cached content in the
+  // data storage, and users need to pay for the cache data storage.
+  rpc CreateCachedContent(CreateCachedContentRequest) returns (CachedContent) {
+    option (google.api.http) = {
+      post: "/v1beta1/{parent=projects/*/locations/*}/cachedContents"
+      body: "cached_content"
+    };
+    option (google.api.method_signature) = "parent,cached_content";
+  }
+
+  // Gets cached content configurations
+  rpc GetCachedContent(GetCachedContentRequest) returns (CachedContent) {
+    option (google.api.http) = {
+      get: "/v1beta1/{name=projects/*/locations/*/cachedContents/*}"
+    };
+    option (google.api.method_signature) = "name";
+  }
+
+  // Updates cached content configurations
+  rpc UpdateCachedContent(UpdateCachedContentRequest) returns (CachedContent) {
+    option (google.api.http) = {
+      patch: "/v1beta1/{cached_content.name=projects/*/locations/*/cachedContents/*}"
+      body: "cached_content"
+    };
+    option (google.api.method_signature) = "cached_content,update_mask";
+  }
+
+  // Deletes cached content
+  rpc DeleteCachedContent(DeleteCachedContentRequest)
+      returns (google.protobuf.Empty) {
+    option (google.api.http) = {
+      delete: "/v1beta1/{name=projects/*/locations/*/cachedContents/*}"
+    };
+    option (google.api.method_signature) = "name";
+  }
+
+  // Lists cached contents in a project
+  rpc ListCachedContents(ListCachedContentsRequest)
+      returns (ListCachedContentsResponse) {
+    option (google.api.http) = {
+      get: "/v1beta1/{parent=projects/*/locations/*}/cachedContents"
+    };
+    option (google.api.method_signature) = "parent";
+  }
+}
+
+// Request message for
+// [GenAiCacheService.CreateCachedContent][google.cloud.aiplatform.v1beta1.GenAiCacheService.CreateCachedContent].
+message CreateCachedContentRequest {
+  // Required. The parent resource where the cached content will be created
+  string parent = 1 [
+    (google.api.field_behavior) = REQUIRED,
+    (google.api.resource_reference) = {
+      child_type: "aiplatform.googleapis.com/CachedContent"
+    }
+  ];
+
+  // Required. The cached content to create
+  CachedContent cached_content = 2 [(google.api.field_behavior) = REQUIRED];
+}
+
+// Request message for
+// [GenAiCacheService.GetCachedContent][google.cloud.aiplatform.v1beta1.GenAiCacheService.GetCachedContent].
+message GetCachedContentRequest {
+  // Required. The resource name referring to the cached content
+  string name = 1 [
+    (google.api.field_behavior) = REQUIRED,
+    (google.api.resource_reference) = {
+      type: "aiplatform.googleapis.com/CachedContent"
+    }
+  ];
+}
+
+// Request message for
+// [GenAiCacheService.UpdateCachedContent][google.cloud.aiplatform.v1beta1.GenAiCacheService.UpdateCachedContent].
+// Only expire_time or ttl can be updated.
+message UpdateCachedContentRequest {
+  // Required. The cached content to update
+  CachedContent cached_content = 1 [(google.api.field_behavior) = REQUIRED];
+
+  // Required. The list of fields to update.
+  google.protobuf.FieldMask update_mask = 2
+      [(google.api.field_behavior) = REQUIRED];
+}
+
+// Request message for
+// [GenAiCacheService.DeleteCachedContent][google.cloud.aiplatform.v1beta1.GenAiCacheService.DeleteCachedContent].
+message DeleteCachedContentRequest {
+  // Required. The resource name referring to the cached content
+  string name = 1 [
+    (google.api.field_behavior) = REQUIRED,
+    (google.api.resource_reference) = {
+      type: "aiplatform.googleapis.com/CachedContent"
+    }
+  ];
+}
+
+// Request to list CachedContents.
+message ListCachedContentsRequest {
+  // Required. The parent, which owns this collection of cached contents.
+  string parent = 1 [
+    (google.api.field_behavior) = REQUIRED,
+    (google.api.resource_reference) = {
+      child_type: "aiplatform.googleapis.com/CachedContent"
+    }
+  ];
+
+  // Optional. The maximum number of cached contents to return. The service may
+  // return fewer than this value. If unspecified, some default (under maximum)
+  // number of items will be returned. The maximum value is 1000; values above
+  // 1000 will be coerced to 1000.
+  int32 page_size = 2 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. A page token, received from a previous `ListCachedContents` call.
+  // Provide this to retrieve the subsequent page.
+  //
+  // When paginating, all other parameters provided to `ListCachedContents` must
+  // match the call that provided the page token.
+  string page_token = 3 [(google.api.field_behavior) = OPTIONAL];
+}
+
+// Response with a list of CachedContents.
+message ListCachedContentsResponse {
+  // List of cached contents.
+  repeated CachedContent cached_contents = 1;
+
+  // A token, which can be sent as `page_token` to retrieve the next page.
+  // If this field is omitted, there are no subsequent pages.
+  string next_page_token = 2;
+}
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/index.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/index.proto
index 3a3d99d82c6..af235fbe722 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/index.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/index.proto
@@ -129,6 +129,17 @@ message Index {
 
 // A datapoint of Index.
 message IndexDatapoint {
+  // Feature embedding vector for sparse index. An array of numbers whose values
+  // are located in the specified dimensions.
+  message SparseEmbedding {
+    // Required. The list of embedding values of the sparse vector.
+    repeated float values = 1 [(google.api.field_behavior) = REQUIRED];
+
+    // Required. The list of indexes for the embedding values of the sparse
+    // vector.
+    repeated int64 dimensions = 2 [(google.api.field_behavior) = REQUIRED];
+  }
+
   // Restriction of a datapoint which describe its attributes(tokens) from each
   // of several attribute categories(namespaces).
   message Restriction {
@@ -209,10 +220,13 @@ message IndexDatapoint {
   // Required. Unique identifier of the datapoint.
   string datapoint_id = 1 [(google.api.field_behavior) = REQUIRED];
 
-  // Required. Feature embedding vector. An array of numbers with the length of
-  // [NearestNeighborSearchConfig.dimensions].
+  // Required. Feature embedding vector for dense index. An array of numbers
+  // with the length of [NearestNeighborSearchConfig.dimensions].
   repeated float feature_vector = 2 [(google.api.field_behavior) = REQUIRED];
 
+  // Optional. Feature embedding vector for sparse index.
+  SparseEmbedding sparse_embedding = 7 [(google.api.field_behavior) = OPTIONAL];
+
   // Optional. List of Restrict of the datapoint, used to perform "restricted
   // searches" where boolean rule are used to filter the subset of the database
   // eligible for matching. This uses categorical tokens. See:
@@ -232,9 +246,12 @@ message IndexDatapoint {
 
 // Stats of the Index.
 message IndexStats {
-  // Output only. The number of vectors in the Index.
+  // Output only. The number of dense vectors in the Index.
   int64 vectors_count = 1 [(google.api.field_behavior) = OUTPUT_ONLY];
 
+  // Output only. The number of sparse vectors in the Index.
+  int64 sparse_vectors_count = 3 [(google.api.field_behavior) = OUTPUT_ONLY];
+
   // Output only. The number of shards in the Index.
   int32 shards_count = 2 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/index_service.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/index_service.proto
index 8719815c17c..49d162c459e 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/index_service.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/index_service.proto
@@ -311,8 +311,8 @@ message NearestNeighborSearchOperationMetadata {
       // The embedding id is not valid.
       INVALID_EMBEDDING_ID = 5;
 
-      // The size of the embedding vectors does not match with the specified
-      // dimension.
+      // The size of the dense embedding vectors does not match with the
+      // specified dimension.
       EMBEDDING_SIZE_MISMATCH = 6;
 
       // The `namespace` field is missing.
@@ -337,8 +337,17 @@ message NearestNeighborSearchOperationMetadata {
       // File is not in UTF_8 format.
       INVALID_ENCODING = 13;
 
+      // Error parsing sparse dimensions field.
+      INVALID_SPARSE_DIMENSIONS = 14;
+
       // Token restrict value is invalid.
       INVALID_TOKEN_VALUE = 15;
+
+      // Invalid sparse embedding.
+      INVALID_SPARSE_EMBEDDING = 16;
+
+      // Invalid dense embedding.
+      INVALID_EMBEDDING = 17;
     }
 
     // The error type of this record.
@@ -373,6 +382,12 @@ message NearestNeighborSearchOperationMetadata {
     // invalid records that couldn't be parsed.
     // Up to 50 partial errors will be reported.
     repeated RecordError partial_errors = 4;
+
+    // Number of sparse records in this file that were successfully processed.
+    int64 valid_sparse_record_count = 5;
+
+    // Number of sparse records in this file we skipped due to validate errors.
+    int64 invalid_sparse_record_count = 6;
   }
 
   // The validation stats of the content (per file) to be inserted or
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/match_service.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/match_service.proto
index eca0499ccdd..619775b7168 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/match_service.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/match_service.proto
@@ -62,6 +62,19 @@ message FindNeighborsRequest {
   // A query to find a number of the nearest neighbors (most similar vectors)
   // of a vector.
   message Query {
+    // Parameters for RRF algorithm that combines search results.
+    message RRF {
+      // Required. Users can provide an alpha value to give more weight to dense
+      // vs sparse results. For example, if the alpha is 0, we only return
+      // sparse and if the alpha is 1, we only return dense.
+      float alpha = 1 [(google.api.field_behavior) = REQUIRED];
+    }
+
+    oneof ranking {
+      // Optional. Represents RRF algorithm that combines search results.
+      RRF rrf = 6 [(google.api.field_behavior) = OPTIONAL];
+    }
+
     // Required. The datapoint/vector whose nearest neighbors should be searched
     // for.
     IndexDatapoint datapoint = 1 [(google.api.field_behavior) = REQUIRED];
@@ -133,6 +146,9 @@ message FindNeighborsResponse {
 
     // The distance between the neighbor and the dense embedding query.
     double distance = 2;
+
+    // The distance between the neighbor and the query sparse_embedding.
+    double sparse_distance = 3;
   }
 
   // Nearest neighbors for one query.
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/metadata_store.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/metadata_store.proto
index 362f10ee35d..9c4c2dbd523 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/metadata_store.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/metadata_store.proto
@@ -43,6 +43,13 @@ message MetadataStore {
     int64 disk_utilization_bytes = 1;
   }
 
+  // Represents Dataplex integration settings.
+  message DataplexConfig {
+    // Optional. Whether or not Data Lineage synchronization is enabled for
+    // Vertex Pipelines.
+    bool enabled_pipelines_lineage = 1 [(google.api.field_behavior) = OPTIONAL];
+  }
+
   // Output only. The resource name of the MetadataStore instance.
   string name = 1 [(google.api.field_behavior) = OUTPUT_ONLY];
 
@@ -64,4 +71,7 @@ message MetadataStore {
 
   // Output only. State information of the MetadataStore.
   MetadataStoreState state = 7 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Optional. Dataplex integration settings.
+  DataplexConfig dataplex_config = 8 [(google.api.field_behavior) = OPTIONAL];
 }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/model.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/model.proto
index 0cd8d96ec96..1a96665350e 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/model.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/model.proto
@@ -818,7 +818,7 @@ message Probe {
   }
 
   oneof probe_type {
-    // Exec specifies the action to take.
+    // ExecAction probes the health of a container by executing a command.
     ExecAction exec = 1;
   }
 
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_execution_job.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_execution_job.proto
index 1c059e6083d..3b544a27d84 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_execution_job.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_execution_job.proto
@@ -63,6 +63,12 @@ message NotebookExecutionJob {
     string generation = 2;
   }
 
+  // The content of the input notebook in ipynb format.
+  message DirectNotebookSource {
+    // The base64-encoded contents of the input notebook file.
+    bytes content = 1;
+  }
+
   // The input notebook.
   oneof notebook_source {
     // The Dataform Repository pointing to a single file notebook repository.
@@ -71,6 +77,9 @@ message NotebookExecutionJob {
     // The Cloud Storage url pointing to the ipynb file. Format:
     // `gs://bucket/notebook_file.ipynb`
     GcsNotebookSource gcs_notebook_source = 4;
+
+    // The contents of an input notebook file.
+    DirectNotebookSource direct_notebook_source = 17;
   }
 
   // The compute config to use for an execution job.
@@ -135,4 +144,15 @@ message NotebookExecutionJob {
   // updated.
   google.protobuf.Timestamp update_time = 13
       [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // The labels with user-defined metadata to organize NotebookExecutionJobs.
+  //
+  // Label keys and values can be no longer than 64 characters
+  // (Unicode codepoints), can only contain lowercase letters, numeric
+  // characters, underscores and dashes. International characters are allowed.
+  //
+  // See https://goo.gl/xmQnxf for more information and examples of labels.
+  // System reserved label keys are prefixed with "aiplatform.googleapis.com/"
+  // and are immutable.
+  map<string, string> labels = 19;
 }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_runtime.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_runtime.proto
index 93dd4262755..034653ff95f 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_runtime.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_runtime.proto
@@ -18,6 +18,7 @@ package google.cloud.aiplatform.v1beta1;
 
 import "google/api/field_behavior.proto";
 import "google/api/resource.proto";
+import "google/cloud/aiplatform/v1beta1/encryption_spec.proto";
 import "google/cloud/aiplatform/v1beta1/machine_resources.proto";
 import "google/cloud/aiplatform/v1beta1/network_spec.proto";
 import "google/cloud/aiplatform/v1beta1/notebook_euc_config.proto";
@@ -139,6 +140,9 @@ message NotebookRuntimeTemplate {
   // Optional. The Compute Engine tags to add to runtime (see [Tagging
   // instances](https://cloud.google.com/vpc/docs/add-remove-network-tags)).
   repeated string network_tags = 21 [(google.api.field_behavior) = OPTIONAL];
+
+  // Customer-managed encryption key spec for the notebook runtime.
+  EncryptionSpec encryption_spec = 23;
 }
 
 // A runtime is a virtual machine allocated to a particular user for a
@@ -268,7 +272,21 @@ message NotebookRuntime {
   NotebookRuntimeType notebook_runtime_type = 19
       [(google.api.field_behavior) = OUTPUT_ONLY];
 
+  // Output only. The idle shutdown configuration of the notebook runtime.
+  NotebookIdleShutdownConfig idle_shutdown_config = 23
+      [(google.api.field_behavior) = OUTPUT_ONLY];
+
   // Optional. The Compute Engine tags to add to runtime (see [Tagging
   // instances](https://cloud.google.com/vpc/docs/add-remove-network-tags)).
   repeated string network_tags = 25 [(google.api.field_behavior) = OPTIONAL];
+
+  // Output only. Customer-managed encryption key spec for the notebook runtime.
+  EncryptionSpec encryption_spec = 28
+      [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzs = 29 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Reserved for future use.
+  bool satisfies_pzi = 30 [(google.api.field_behavior) = OUTPUT_ONLY];
 }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_service.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_service.proto
index 067aab6210c..66880fd4921 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_service.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/notebook_service.proto
@@ -87,6 +87,17 @@ service NotebookService {
     };
   }
 
+  // Updates a NotebookRuntimeTemplate.
+  rpc UpdateNotebookRuntimeTemplate(UpdateNotebookRuntimeTemplateRequest)
+      returns (NotebookRuntimeTemplate) {
+    option (google.api.http) = {
+      patch: "/v1beta1/{notebook_runtime_template.name=projects/*/locations/*/notebookRuntimeTemplates/*}"
+      body: "notebook_runtime_template"
+    };
+    option (google.api.method_signature) =
+        "notebook_runtime_template,update_mask";
+  }
+
   // Assigns a NotebookRuntime to a user for a particular Notebook file. This
   // method will either returns an existing assignment or generates a new one.
   rpc AssignNotebookRuntime(AssignNotebookRuntimeRequest)
@@ -161,6 +172,21 @@ service NotebookService {
     };
   }
 
+  // Creates a NotebookExecutionJob.
+  rpc CreateNotebookExecutionJob(CreateNotebookExecutionJobRequest)
+      returns (google.longrunning.Operation) {
+    option (google.api.http) = {
+      post: "/v1beta1/{parent=projects/*/locations/*}/notebookExecutionJobs"
+      body: "notebook_execution_job"
+    };
+    option (google.api.method_signature) =
+        "parent,notebook_execution_job,notebook_execution_job_id";
+    option (google.longrunning.operation_info) = {
+      response_type: "NotebookExecutionJob"
+      metadata_type: "CreateNotebookExecutionJobOperationMetadata"
+    };
+  }
+
   // Gets a NotebookExecutionJob.
   rpc GetNotebookExecutionJob(GetNotebookExecutionJobRequest)
       returns (NotebookExecutionJob) {
@@ -336,6 +362,23 @@ message DeleteNotebookRuntimeTemplateRequest {
   ];
 }
 
+// Request message for
+// [NotebookService.UpdateNotebookRuntimeTemplate][google.cloud.aiplatform.v1beta1.NotebookService.UpdateNotebookRuntimeTemplate].
+message UpdateNotebookRuntimeTemplateRequest {
+  // Required. The NotebookRuntimeTemplate to update.
+  NotebookRuntimeTemplate notebook_runtime_template = 1
+      [(google.api.field_behavior) = REQUIRED];
+
+  // Required. The update mask applies to the resource.
+  // For the `FieldMask` definition, see
+  // [google.protobuf.FieldMask][google.protobuf.FieldMask]. Input format:
+  // `{paths: "${updated_filed}"}` Updatable fields:
+  //
+  //   * `encryption_spec.kms_key_name`
+  google.protobuf.FieldMask update_mask = 2
+      [(google.api.field_behavior) = REQUIRED];
+}
+
 // Request message for
 // [NotebookService.AssignNotebookRuntime][google.cloud.aiplatform.v1beta1.NotebookService.AssignNotebookRuntime].
 message AssignNotebookRuntimeRequest {
@@ -574,6 +617,17 @@ message CreateNotebookExecutionJobRequest {
   string notebook_execution_job_id = 3 [(google.api.field_behavior) = OPTIONAL];
 }
 
+// Metadata information for
+// [NotebookService.CreateNotebookExecutionJob][google.cloud.aiplatform.v1beta1.NotebookService.CreateNotebookExecutionJob].
+message CreateNotebookExecutionJobOperationMetadata {
+  // The operation generic information.
+  GenericOperationMetadata generic_metadata = 1;
+
+  // A human-readable message that shows the intermediate progress details of
+  // NotebookRuntime.
+  string progress_message = 2;
+}
+
 // Request message for [NotebookService.GetNotebookExecutionJob]
 message GetNotebookExecutionJobRequest {
   // Required. The name of the NotebookExecutionJob resource.
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/persistent_resource.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/persistent_resource.proto
index c1dfa3b5dcb..e3f2e947d06 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/persistent_resource.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/persistent_resource.proto
@@ -266,6 +266,7 @@ message ResourceRuntime {
   // Cluster. Example:
   //   "projects/1000/locations/us-central1/notebookRuntimeTemplates/abc123"
   string notebook_runtime_template = 2 [
+    deprecated = true,
     (google.api.field_behavior) = OUTPUT_ONLY,
     (google.api.resource_reference) = {
       type: "aiplatform.googleapis.com/NotebookRuntimeTemplate"
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/prediction_service.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/prediction_service.proto
index 6d00d94b47c..e3621429115 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/prediction_service.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/prediction_service.proto
@@ -39,7 +39,8 @@ option ruby_package = "Google::Cloud::AIPlatform::V1beta1";
 service PredictionService {
   option (google.api.default_host) = "aiplatform.googleapis.com";
   option (google.api.oauth_scopes) =
-      "https://www.googleapis.com/auth/cloud-platform";
+      "https://www.googleapis.com/auth/cloud-platform,"
+      "https://www.googleapis.com/auth/cloud-platform.read-only";
 
   // Perform an online prediction.
   rpc Predict(PredictRequest) returns (PredictResponse) {
@@ -189,6 +190,16 @@ service PredictionService {
     };
     option (google.api.method_signature) = "model,contents";
   }
+
+  // Exposes an OpenAI-compatible endpoint for chat completions.
+  rpc ChatCompletions(ChatCompletionsRequest)
+      returns (stream google.api.HttpBody) {
+    option (google.api.http) = {
+      post: "/v1beta1/{endpoint=projects/*/locations/*/endpoints/*}/chat/completions"
+      body: "http_body"
+    };
+    option (google.api.method_signature) = "endpoint,http_body";
+  }
 }
 
 // Request message for
@@ -667,6 +678,18 @@ message GenerateContentRequest {
   optional Content system_instruction = 8
       [(google.api.field_behavior) = OPTIONAL];
 
+  // Optional. The name of the cached content used as context to serve the
+  // prediction. Note: only used in explicit caching, where users can have
+  // control over caching (e.g. what content to cache) and enjoy guaranteed cost
+  // savings. Format:
+  // `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+  string cached_content = 9 [
+    (google.api.field_behavior) = OPTIONAL,
+    (google.api.resource_reference) = {
+      type: "aiplatform.googleapis.com/CachedContent"
+    }
+  ];
+
   // Optional. A list of `Tools` the model may use to generate the next
   // response.
   //
@@ -746,3 +769,20 @@ message GenerateContentResponse {
   // Usage metadata about the response(s).
   UsageMetadata usage_metadata = 4;
 }
+
+// Request message for [PredictionService.ChatCompletions]
+message ChatCompletionsRequest {
+  // Required. The name of the Endpoint requested to serve the prediction.
+  // Format:
+  // `projects/{project}/locations/{location}/endpoints/openapi`
+  string endpoint = 1 [
+    (google.api.field_behavior) = REQUIRED,
+    (google.api.resource_reference) = {
+      type: "aiplatform.googleapis.com/Endpoint"
+    }
+  ];
+
+  // Optional. The prediction input. Supports HTTP headers and arbitrary data
+  // payload.
+  google.api.HttpBody http_body = 2 [(google.api.field_behavior) = OPTIONAL];
+}
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/reasoning_engine_service.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/reasoning_engine_service.proto
index d91e27eb0a9..c6726c87571 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/reasoning_engine_service.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/reasoning_engine_service.proto
@@ -24,6 +24,7 @@ import "google/cloud/aiplatform/v1beta1/operation.proto";
 import "google/cloud/aiplatform/v1beta1/reasoning_engine.proto";
 import "google/longrunning/operations.proto";
 import "google/protobuf/empty.proto";
+import "google/protobuf/field_mask.proto";
 
 option csharp_namespace = "Google.Cloud.AIPlatform.V1Beta1";
 option go_package = "cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb;aiplatformpb";
@@ -70,6 +71,20 @@ service ReasoningEngineService {
     option (google.api.method_signature) = "parent";
   }
 
+  // Updates a reasoning engine.
+  rpc UpdateReasoningEngine(UpdateReasoningEngineRequest)
+      returns (google.longrunning.Operation) {
+    option (google.api.http) = {
+      patch: "/v1beta1/{reasoning_engine.name=projects/*/locations/*/reasoningEngines/*}"
+      body: "reasoning_engine"
+    };
+    option (google.api.method_signature) = "reasoning_engine,update_mask";
+    option (google.longrunning.operation_info) = {
+      response_type: "ReasoningEngine"
+      metadata_type: "UpdateReasoningEngineOperationMetadata"
+    };
+  }
+
   // Deletes a reasoning engine.
   rpc DeleteReasoningEngine(DeleteReasoningEngineRequest)
       returns (google.longrunning.Operation) {
@@ -122,6 +137,25 @@ message GetReasoningEngineRequest {
   ];
 }
 
+// Request message for
+// [ReasoningEngineService.UpdateReasoningEngine][google.cloud.aiplatform.v1beta1.ReasoningEngineService.UpdateReasoningEngine].
+message UpdateReasoningEngineRequest {
+  // Required. The ReasoningEngine which replaces the resource on the server.
+  ReasoningEngine reasoning_engine = 1 [(google.api.field_behavior) = REQUIRED];
+
+  // Required. Mask specifying which fields to update.
+  google.protobuf.FieldMask update_mask = 2
+      [(google.api.field_behavior) = REQUIRED];
+}
+
+// Details of
+// [ReasoningEngineService.UpdateReasoningEngine][google.cloud.aiplatform.v1beta1.ReasoningEngineService.UpdateReasoningEngine]
+// operation.
+message UpdateReasoningEngineOperationMetadata {
+  // The common part of the operation metadata.
+  GenericOperationMetadata generic_metadata = 1;
+}
+
 // Request message for
 // [ReasoningEngineService.ListReasoningEngines][google.cloud.aiplatform.v1beta1.ReasoningEngineService.ListReasoningEngines].
 message ListReasoningEnginesRequest {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/schedule.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/schedule.proto
index ba006611159..ae5349ee027 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/schedule.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/schedule.proto
@@ -93,7 +93,8 @@ message Schedule {
     // [ModelMonitoringService.CreateModelMonitoringJob][google.cloud.aiplatform.v1beta1.ModelMonitoringService.CreateModelMonitoringJob].
     CreateModelMonitoringJobRequest create_model_monitoring_job_request = 15;
 
-    // Request for [NotebookService.CreateNotebookExecutionJob][].
+    // Request for
+    // [NotebookService.CreateNotebookExecutionJob][google.cloud.aiplatform.v1beta1.NotebookService.CreateNotebookExecutionJob].
     CreateNotebookExecutionJobRequest create_notebook_execution_job_request =
         20;
   }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data_service.proto b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data_service.proto
index 312713054a5..7ded7ed20e8 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data_service.proto
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data_service.proto
@@ -375,4 +375,9 @@ message ImportRagFilesOperationMetadata {
   // Output only. The config that was passed in the ImportRagFilesRequest.
   ImportRagFilesConfig import_rag_files_config = 3
       [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // The progress percentage of the operation. Value is in the range [0, 100].
+  // This percentage is calculated as follows:
+  //    progress_percentage = 100 * (successes + failures + skips) / total
+  int32 progress_percentage = 4;
 }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.d.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.d.ts
index b982320d65f..131394773da 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.d.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.d.ts
@@ -11135,6 +11135,160 @@ export namespace google {
                     public static getTypeUrl(typeUrlPrefix?: string): string;
                 }
 
+                /** Properties of a CachedContent. */
+                interface ICachedContent {
+
+                    /** CachedContent expireTime */
+                    expireTime?: (google.protobuf.ITimestamp|null);
+
+                    /** CachedContent ttl */
+                    ttl?: (google.protobuf.IDuration|null);
+
+                    /** CachedContent name */
+                    name?: (string|null);
+
+                    /** CachedContent model */
+                    model?: (string|null);
+
+                    /** CachedContent systemInstruction */
+                    systemInstruction?: (google.cloud.aiplatform.v1beta1.IContent|null);
+
+                    /** CachedContent contents */
+                    contents?: (google.cloud.aiplatform.v1beta1.IContent[]|null);
+
+                    /** CachedContent tools */
+                    tools?: (google.cloud.aiplatform.v1beta1.ITool[]|null);
+
+                    /** CachedContent toolConfig */
+                    toolConfig?: (google.cloud.aiplatform.v1beta1.IToolConfig|null);
+
+                    /** CachedContent createTime */
+                    createTime?: (google.protobuf.ITimestamp|null);
+
+                    /** CachedContent updateTime */
+                    updateTime?: (google.protobuf.ITimestamp|null);
+                }
+
+                /** Represents a CachedContent. */
+                class CachedContent implements ICachedContent {
+
+                    /**
+                     * Constructs a new CachedContent.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.ICachedContent);
+
+                    /** CachedContent expireTime. */
+                    public expireTime?: (google.protobuf.ITimestamp|null);
+
+                    /** CachedContent ttl. */
+                    public ttl?: (google.protobuf.IDuration|null);
+
+                    /** CachedContent name. */
+                    public name: string;
+
+                    /** CachedContent model. */
+                    public model: string;
+
+                    /** CachedContent systemInstruction. */
+                    public systemInstruction?: (google.cloud.aiplatform.v1beta1.IContent|null);
+
+                    /** CachedContent contents. */
+                    public contents: google.cloud.aiplatform.v1beta1.IContent[];
+
+                    /** CachedContent tools. */
+                    public tools: google.cloud.aiplatform.v1beta1.ITool[];
+
+                    /** CachedContent toolConfig. */
+                    public toolConfig?: (google.cloud.aiplatform.v1beta1.IToolConfig|null);
+
+                    /** CachedContent createTime. */
+                    public createTime?: (google.protobuf.ITimestamp|null);
+
+                    /** CachedContent updateTime. */
+                    public updateTime?: (google.protobuf.ITimestamp|null);
+
+                    /** CachedContent expiration. */
+                    public expiration?: ("expireTime"|"ttl");
+
+                    /**
+                     * Creates a new CachedContent instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns CachedContent instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.ICachedContent): google.cloud.aiplatform.v1beta1.CachedContent;
+
+                    /**
+                     * Encodes the specified CachedContent message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CachedContent.verify|verify} messages.
+                     * @param message CachedContent message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.ICachedContent, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified CachedContent message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CachedContent.verify|verify} messages.
+                     * @param message CachedContent message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.ICachedContent, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a CachedContent message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns CachedContent
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.CachedContent;
+
+                    /**
+                     * Decodes a CachedContent message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns CachedContent
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.CachedContent;
+
+                    /**
+                     * Verifies a CachedContent message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a CachedContent message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns CachedContent
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.CachedContent;
+
+                    /**
+                     * Creates a plain object from a CachedContent message. Also converts values to other types if specified.
+                     * @param message CachedContent
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.CachedContent, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this CachedContent to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for CachedContent
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
                 /** HarmCategory enum. */
                 enum HarmCategory {
                     HARM_CATEGORY_UNSPECIFIED = 0,
@@ -16490,6 +16644,9 @@ export namespace google {
 
                     /** Dataset metadataArtifact */
                     metadataArtifact?: (string|null);
+
+                    /** Dataset modelReference */
+                    modelReference?: (string|null);
                 }
 
                 /** Represents a Dataset. */
@@ -16540,6 +16697,9 @@ export namespace google {
                     /** Dataset metadataArtifact. */
                     public metadataArtifact: string;
 
+                    /** Dataset modelReference. */
+                    public modelReference: string;
+
                     /**
                      * Creates a new Dataset instance using the specified properties.
                      * @param [properties] Properties to set
@@ -21191,6 +21351,9 @@ export namespace google {
 
                     /** DatasetVersion metadata */
                     metadata?: (google.protobuf.IValue|null);
+
+                    /** DatasetVersion modelReference */
+                    modelReference?: (string|null);
                 }
 
                 /** Represents a DatasetVersion. */
@@ -21223,6 +21386,9 @@ export namespace google {
                     /** DatasetVersion metadata. */
                     public metadata?: (google.protobuf.IValue|null);
 
+                    /** DatasetVersion modelReference. */
+                    public modelReference: string;
+
                     /**
                      * Creates a new DatasetVersion instance using the specified properties.
                      * @param [properties] Properties to set
@@ -21625,6 +21791,15 @@ export namespace google {
                     /** DeploymentResourcePool dedicatedResources */
                     dedicatedResources?: (google.cloud.aiplatform.v1beta1.IDedicatedResources|null);
 
+                    /** DeploymentResourcePool encryptionSpec */
+                    encryptionSpec?: (google.cloud.aiplatform.v1beta1.IEncryptionSpec|null);
+
+                    /** DeploymentResourcePool serviceAccount */
+                    serviceAccount?: (string|null);
+
+                    /** DeploymentResourcePool disableContainerLogging */
+                    disableContainerLogging?: (boolean|null);
+
                     /** DeploymentResourcePool createTime */
                     createTime?: (google.protobuf.ITimestamp|null);
                 }
@@ -21644,6 +21819,15 @@ export namespace google {
                     /** DeploymentResourcePool dedicatedResources. */
                     public dedicatedResources?: (google.cloud.aiplatform.v1beta1.IDedicatedResources|null);
 
+                    /** DeploymentResourcePool encryptionSpec. */
+                    public encryptionSpec?: (google.cloud.aiplatform.v1beta1.IEncryptionSpec|null);
+
+                    /** DeploymentResourcePool serviceAccount. */
+                    public serviceAccount: string;
+
+                    /** DeploymentResourcePool disableContainerLogging. */
+                    public disableContainerLogging: boolean;
+
                     /** DeploymentResourcePool createTime. */
                     public createTime?: (google.protobuf.ITimestamp|null);
 
@@ -38318,8 +38502,8 @@ export namespace google {
                         /** VertexAISearchRuntimeConfig servingConfigName */
                         servingConfigName?: (string|null);
 
-                        /** VertexAISearchRuntimeConfig appId */
-                        appId?: (string|null);
+                        /** VertexAISearchRuntimeConfig engineId */
+                        engineId?: (string|null);
                     }
 
                     /** Represents a VertexAISearchRuntimeConfig. */
@@ -38334,8 +38518,8 @@ export namespace google {
                         /** VertexAISearchRuntimeConfig servingConfigName. */
                         public servingConfigName: string;
 
-                        /** VertexAISearchRuntimeConfig appId. */
-                        public appId: string;
+                        /** VertexAISearchRuntimeConfig engineId. */
+                        public engineId: string;
 
                         /**
                          * Creates a new VertexAISearchRuntimeConfig instance using the specified properties.
@@ -40142,7 +40326,8 @@ export namespace google {
                         INT64_ARRAY = 10,
                         STRING = 11,
                         STRING_ARRAY = 12,
-                        BYTES = 13
+                        BYTES = 13,
+                        STRUCT = 14
                     }
                 }
 
@@ -40420,6 +40605,9 @@ export namespace google {
 
                     /** FeatureOnlineStore embeddingManagement */
                     embeddingManagement?: (google.cloud.aiplatform.v1beta1.FeatureOnlineStore.IEmbeddingManagement|null);
+
+                    /** FeatureOnlineStore encryptionSpec */
+                    encryptionSpec?: (google.cloud.aiplatform.v1beta1.IEncryptionSpec|null);
                 }
 
                 /** Represents a FeatureOnlineStore. */
@@ -40461,6 +40649,9 @@ export namespace google {
                     /** FeatureOnlineStore embeddingManagement. */
                     public embeddingManagement?: (google.cloud.aiplatform.v1beta1.FeatureOnlineStore.IEmbeddingManagement|null);
 
+                    /** FeatureOnlineStore encryptionSpec. */
+                    public encryptionSpec?: (google.cloud.aiplatform.v1beta1.IEncryptionSpec|null);
+
                     /** FeatureOnlineStore storageType. */
                     public storageType?: ("bigtable"|"optimized");
 
@@ -48007,6 +48198,9 @@ export namespace google {
                     /** FeatureValue bytesValue */
                     bytesValue?: (Uint8Array|string|null);
 
+                    /** FeatureValue structValue */
+                    structValue?: (google.cloud.aiplatform.v1beta1.IStructValue|null);
+
                     /** FeatureValue metadata */
                     metadata?: (google.cloud.aiplatform.v1beta1.FeatureValue.IMetadata|null);
                 }
@@ -48047,11 +48241,14 @@ export namespace google {
                     /** FeatureValue bytesValue. */
                     public bytesValue?: (Uint8Array|string|null);
 
+                    /** FeatureValue structValue. */
+                    public structValue?: (google.cloud.aiplatform.v1beta1.IStructValue|null);
+
                     /** FeatureValue metadata. */
                     public metadata?: (google.cloud.aiplatform.v1beta1.FeatureValue.IMetadata|null);
 
                     /** FeatureValue value. */
-                    public value?: ("boolValue"|"doubleValue"|"int64Value"|"stringValue"|"boolArrayValue"|"doubleArrayValue"|"int64ArrayValue"|"stringArrayValue"|"bytesValue");
+                    public value?: ("boolValue"|"doubleValue"|"int64Value"|"stringValue"|"boolArrayValue"|"doubleArrayValue"|"int64ArrayValue"|"stringArrayValue"|"bytesValue"|"structValue");
 
                     /**
                      * Creates a new FeatureValue instance using the specified properties.
@@ -48231,6 +48428,206 @@ export namespace google {
                     }
                 }
 
+                /** Properties of a StructValue. */
+                interface IStructValue {
+
+                    /** StructValue values */
+                    values?: (google.cloud.aiplatform.v1beta1.IStructFieldValue[]|null);
+                }
+
+                /** Represents a StructValue. */
+                class StructValue implements IStructValue {
+
+                    /**
+                     * Constructs a new StructValue.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IStructValue);
+
+                    /** StructValue values. */
+                    public values: google.cloud.aiplatform.v1beta1.IStructFieldValue[];
+
+                    /**
+                     * Creates a new StructValue instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns StructValue instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IStructValue): google.cloud.aiplatform.v1beta1.StructValue;
+
+                    /**
+                     * Encodes the specified StructValue message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.StructValue.verify|verify} messages.
+                     * @param message StructValue message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IStructValue, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified StructValue message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.StructValue.verify|verify} messages.
+                     * @param message StructValue message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IStructValue, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a StructValue message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns StructValue
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.StructValue;
+
+                    /**
+                     * Decodes a StructValue message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns StructValue
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.StructValue;
+
+                    /**
+                     * Verifies a StructValue message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a StructValue message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns StructValue
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.StructValue;
+
+                    /**
+                     * Creates a plain object from a StructValue message. Also converts values to other types if specified.
+                     * @param message StructValue
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.StructValue, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this StructValue to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for StructValue
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                /** Properties of a StructFieldValue. */
+                interface IStructFieldValue {
+
+                    /** StructFieldValue name */
+                    name?: (string|null);
+
+                    /** StructFieldValue value */
+                    value?: (google.cloud.aiplatform.v1beta1.IFeatureValue|null);
+                }
+
+                /** Represents a StructFieldValue. */
+                class StructFieldValue implements IStructFieldValue {
+
+                    /**
+                     * Constructs a new StructFieldValue.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IStructFieldValue);
+
+                    /** StructFieldValue name. */
+                    public name: string;
+
+                    /** StructFieldValue value. */
+                    public value?: (google.cloud.aiplatform.v1beta1.IFeatureValue|null);
+
+                    /**
+                     * Creates a new StructFieldValue instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns StructFieldValue instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IStructFieldValue): google.cloud.aiplatform.v1beta1.StructFieldValue;
+
+                    /**
+                     * Encodes the specified StructFieldValue message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.StructFieldValue.verify|verify} messages.
+                     * @param message StructFieldValue message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IStructFieldValue, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified StructFieldValue message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.StructFieldValue.verify|verify} messages.
+                     * @param message StructFieldValue message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IStructFieldValue, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a StructFieldValue message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns StructFieldValue
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.StructFieldValue;
+
+                    /**
+                     * Decodes a StructFieldValue message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns StructFieldValue
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.StructFieldValue;
+
+                    /**
+                     * Verifies a StructFieldValue message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a StructFieldValue message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns StructFieldValue
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.StructFieldValue;
+
+                    /**
+                     * Creates a plain object from a StructFieldValue message. Also converts values to other types if specified.
+                     * @param message StructFieldValue
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.StructFieldValue, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this StructFieldValue to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for StructFieldValue
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
                 /** Properties of a FeatureValueList. */
                 interface IFeatureValueList {
 
@@ -56664,6 +57061,747 @@ export namespace google {
                     }
                 }
 
+                /** Represents a GenAiCacheService */
+                class GenAiCacheService extends $protobuf.rpc.Service {
+
+                    /**
+                     * Constructs a new GenAiCacheService service.
+                     * @param rpcImpl RPC implementation
+                     * @param [requestDelimited=false] Whether requests are length-delimited
+                     * @param [responseDelimited=false] Whether responses are length-delimited
+                     */
+                    constructor(rpcImpl: $protobuf.RPCImpl, requestDelimited?: boolean, responseDelimited?: boolean);
+
+                    /**
+                     * Creates new GenAiCacheService service using the specified rpc implementation.
+                     * @param rpcImpl RPC implementation
+                     * @param [requestDelimited=false] Whether requests are length-delimited
+                     * @param [responseDelimited=false] Whether responses are length-delimited
+                     * @returns RPC service. Useful where requests and/or responses are streamed.
+                     */
+                    public static create(rpcImpl: $protobuf.RPCImpl, requestDelimited?: boolean, responseDelimited?: boolean): GenAiCacheService;
+
+                    /**
+                     * Calls CreateCachedContent.
+                     * @param request CreateCachedContentRequest message or plain object
+                     * @param callback Node-style callback called with the error, if any, and CachedContent
+                     */
+                    public createCachedContent(request: google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest, callback: google.cloud.aiplatform.v1beta1.GenAiCacheService.CreateCachedContentCallback): void;
+
+                    /**
+                     * Calls CreateCachedContent.
+                     * @param request CreateCachedContentRequest message or plain object
+                     * @returns Promise
+                     */
+                    public createCachedContent(request: google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest): Promise<google.cloud.aiplatform.v1beta1.CachedContent>;
+
+                    /**
+                     * Calls GetCachedContent.
+                     * @param request GetCachedContentRequest message or plain object
+                     * @param callback Node-style callback called with the error, if any, and CachedContent
+                     */
+                    public getCachedContent(request: google.cloud.aiplatform.v1beta1.IGetCachedContentRequest, callback: google.cloud.aiplatform.v1beta1.GenAiCacheService.GetCachedContentCallback): void;
+
+                    /**
+                     * Calls GetCachedContent.
+                     * @param request GetCachedContentRequest message or plain object
+                     * @returns Promise
+                     */
+                    public getCachedContent(request: google.cloud.aiplatform.v1beta1.IGetCachedContentRequest): Promise<google.cloud.aiplatform.v1beta1.CachedContent>;
+
+                    /**
+                     * Calls UpdateCachedContent.
+                     * @param request UpdateCachedContentRequest message or plain object
+                     * @param callback Node-style callback called with the error, if any, and CachedContent
+                     */
+                    public updateCachedContent(request: google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest, callback: google.cloud.aiplatform.v1beta1.GenAiCacheService.UpdateCachedContentCallback): void;
+
+                    /**
+                     * Calls UpdateCachedContent.
+                     * @param request UpdateCachedContentRequest message or plain object
+                     * @returns Promise
+                     */
+                    public updateCachedContent(request: google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest): Promise<google.cloud.aiplatform.v1beta1.CachedContent>;
+
+                    /**
+                     * Calls DeleteCachedContent.
+                     * @param request DeleteCachedContentRequest message or plain object
+                     * @param callback Node-style callback called with the error, if any, and Empty
+                     */
+                    public deleteCachedContent(request: google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest, callback: google.cloud.aiplatform.v1beta1.GenAiCacheService.DeleteCachedContentCallback): void;
+
+                    /**
+                     * Calls DeleteCachedContent.
+                     * @param request DeleteCachedContentRequest message or plain object
+                     * @returns Promise
+                     */
+                    public deleteCachedContent(request: google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest): Promise<google.protobuf.Empty>;
+
+                    /**
+                     * Calls ListCachedContents.
+                     * @param request ListCachedContentsRequest message or plain object
+                     * @param callback Node-style callback called with the error, if any, and ListCachedContentsResponse
+                     */
+                    public listCachedContents(request: google.cloud.aiplatform.v1beta1.IListCachedContentsRequest, callback: google.cloud.aiplatform.v1beta1.GenAiCacheService.ListCachedContentsCallback): void;
+
+                    /**
+                     * Calls ListCachedContents.
+                     * @param request ListCachedContentsRequest message or plain object
+                     * @returns Promise
+                     */
+                    public listCachedContents(request: google.cloud.aiplatform.v1beta1.IListCachedContentsRequest): Promise<google.cloud.aiplatform.v1beta1.ListCachedContentsResponse>;
+                }
+
+                namespace GenAiCacheService {
+
+                    /**
+                     * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|createCachedContent}.
+                     * @param error Error, if any
+                     * @param [response] CachedContent
+                     */
+                    type CreateCachedContentCallback = (error: (Error|null), response?: google.cloud.aiplatform.v1beta1.CachedContent) => void;
+
+                    /**
+                     * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|getCachedContent}.
+                     * @param error Error, if any
+                     * @param [response] CachedContent
+                     */
+                    type GetCachedContentCallback = (error: (Error|null), response?: google.cloud.aiplatform.v1beta1.CachedContent) => void;
+
+                    /**
+                     * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|updateCachedContent}.
+                     * @param error Error, if any
+                     * @param [response] CachedContent
+                     */
+                    type UpdateCachedContentCallback = (error: (Error|null), response?: google.cloud.aiplatform.v1beta1.CachedContent) => void;
+
+                    /**
+                     * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|deleteCachedContent}.
+                     * @param error Error, if any
+                     * @param [response] Empty
+                     */
+                    type DeleteCachedContentCallback = (error: (Error|null), response?: google.protobuf.Empty) => void;
+
+                    /**
+                     * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|listCachedContents}.
+                     * @param error Error, if any
+                     * @param [response] ListCachedContentsResponse
+                     */
+                    type ListCachedContentsCallback = (error: (Error|null), response?: google.cloud.aiplatform.v1beta1.ListCachedContentsResponse) => void;
+                }
+
+                /** Properties of a CreateCachedContentRequest. */
+                interface ICreateCachedContentRequest {
+
+                    /** CreateCachedContentRequest parent */
+                    parent?: (string|null);
+
+                    /** CreateCachedContentRequest cachedContent */
+                    cachedContent?: (google.cloud.aiplatform.v1beta1.ICachedContent|null);
+                }
+
+                /** Represents a CreateCachedContentRequest. */
+                class CreateCachedContentRequest implements ICreateCachedContentRequest {
+
+                    /**
+                     * Constructs a new CreateCachedContentRequest.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest);
+
+                    /** CreateCachedContentRequest parent. */
+                    public parent: string;
+
+                    /** CreateCachedContentRequest cachedContent. */
+                    public cachedContent?: (google.cloud.aiplatform.v1beta1.ICachedContent|null);
+
+                    /**
+                     * Creates a new CreateCachedContentRequest instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns CreateCachedContentRequest instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest): google.cloud.aiplatform.v1beta1.CreateCachedContentRequest;
+
+                    /**
+                     * Encodes the specified CreateCachedContentRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CreateCachedContentRequest.verify|verify} messages.
+                     * @param message CreateCachedContentRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified CreateCachedContentRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CreateCachedContentRequest.verify|verify} messages.
+                     * @param message CreateCachedContentRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a CreateCachedContentRequest message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns CreateCachedContentRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.CreateCachedContentRequest;
+
+                    /**
+                     * Decodes a CreateCachedContentRequest message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns CreateCachedContentRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.CreateCachedContentRequest;
+
+                    /**
+                     * Verifies a CreateCachedContentRequest message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a CreateCachedContentRequest message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns CreateCachedContentRequest
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.CreateCachedContentRequest;
+
+                    /**
+                     * Creates a plain object from a CreateCachedContentRequest message. Also converts values to other types if specified.
+                     * @param message CreateCachedContentRequest
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.CreateCachedContentRequest, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this CreateCachedContentRequest to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for CreateCachedContentRequest
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                /** Properties of a GetCachedContentRequest. */
+                interface IGetCachedContentRequest {
+
+                    /** GetCachedContentRequest name */
+                    name?: (string|null);
+                }
+
+                /** Represents a GetCachedContentRequest. */
+                class GetCachedContentRequest implements IGetCachedContentRequest {
+
+                    /**
+                     * Constructs a new GetCachedContentRequest.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IGetCachedContentRequest);
+
+                    /** GetCachedContentRequest name. */
+                    public name: string;
+
+                    /**
+                     * Creates a new GetCachedContentRequest instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns GetCachedContentRequest instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IGetCachedContentRequest): google.cloud.aiplatform.v1beta1.GetCachedContentRequest;
+
+                    /**
+                     * Encodes the specified GetCachedContentRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.GetCachedContentRequest.verify|verify} messages.
+                     * @param message GetCachedContentRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IGetCachedContentRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified GetCachedContentRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.GetCachedContentRequest.verify|verify} messages.
+                     * @param message GetCachedContentRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IGetCachedContentRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a GetCachedContentRequest message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns GetCachedContentRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.GetCachedContentRequest;
+
+                    /**
+                     * Decodes a GetCachedContentRequest message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns GetCachedContentRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.GetCachedContentRequest;
+
+                    /**
+                     * Verifies a GetCachedContentRequest message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a GetCachedContentRequest message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns GetCachedContentRequest
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.GetCachedContentRequest;
+
+                    /**
+                     * Creates a plain object from a GetCachedContentRequest message. Also converts values to other types if specified.
+                     * @param message GetCachedContentRequest
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.GetCachedContentRequest, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this GetCachedContentRequest to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for GetCachedContentRequest
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                /** Properties of an UpdateCachedContentRequest. */
+                interface IUpdateCachedContentRequest {
+
+                    /** UpdateCachedContentRequest cachedContent */
+                    cachedContent?: (google.cloud.aiplatform.v1beta1.ICachedContent|null);
+
+                    /** UpdateCachedContentRequest updateMask */
+                    updateMask?: (google.protobuf.IFieldMask|null);
+                }
+
+                /** Represents an UpdateCachedContentRequest. */
+                class UpdateCachedContentRequest implements IUpdateCachedContentRequest {
+
+                    /**
+                     * Constructs a new UpdateCachedContentRequest.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest);
+
+                    /** UpdateCachedContentRequest cachedContent. */
+                    public cachedContent?: (google.cloud.aiplatform.v1beta1.ICachedContent|null);
+
+                    /** UpdateCachedContentRequest updateMask. */
+                    public updateMask?: (google.protobuf.IFieldMask|null);
+
+                    /**
+                     * Creates a new UpdateCachedContentRequest instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns UpdateCachedContentRequest instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest): google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest;
+
+                    /**
+                     * Encodes the specified UpdateCachedContentRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest.verify|verify} messages.
+                     * @param message UpdateCachedContentRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified UpdateCachedContentRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest.verify|verify} messages.
+                     * @param message UpdateCachedContentRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes an UpdateCachedContentRequest message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns UpdateCachedContentRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest;
+
+                    /**
+                     * Decodes an UpdateCachedContentRequest message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns UpdateCachedContentRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest;
+
+                    /**
+                     * Verifies an UpdateCachedContentRequest message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates an UpdateCachedContentRequest message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns UpdateCachedContentRequest
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest;
+
+                    /**
+                     * Creates a plain object from an UpdateCachedContentRequest message. Also converts values to other types if specified.
+                     * @param message UpdateCachedContentRequest
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this UpdateCachedContentRequest to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for UpdateCachedContentRequest
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                /** Properties of a DeleteCachedContentRequest. */
+                interface IDeleteCachedContentRequest {
+
+                    /** DeleteCachedContentRequest name */
+                    name?: (string|null);
+                }
+
+                /** Represents a DeleteCachedContentRequest. */
+                class DeleteCachedContentRequest implements IDeleteCachedContentRequest {
+
+                    /**
+                     * Constructs a new DeleteCachedContentRequest.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest);
+
+                    /** DeleteCachedContentRequest name. */
+                    public name: string;
+
+                    /**
+                     * Creates a new DeleteCachedContentRequest instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns DeleteCachedContentRequest instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest): google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest;
+
+                    /**
+                     * Encodes the specified DeleteCachedContentRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest.verify|verify} messages.
+                     * @param message DeleteCachedContentRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified DeleteCachedContentRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest.verify|verify} messages.
+                     * @param message DeleteCachedContentRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a DeleteCachedContentRequest message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns DeleteCachedContentRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest;
+
+                    /**
+                     * Decodes a DeleteCachedContentRequest message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns DeleteCachedContentRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest;
+
+                    /**
+                     * Verifies a DeleteCachedContentRequest message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a DeleteCachedContentRequest message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns DeleteCachedContentRequest
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest;
+
+                    /**
+                     * Creates a plain object from a DeleteCachedContentRequest message. Also converts values to other types if specified.
+                     * @param message DeleteCachedContentRequest
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this DeleteCachedContentRequest to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for DeleteCachedContentRequest
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                /** Properties of a ListCachedContentsRequest. */
+                interface IListCachedContentsRequest {
+
+                    /** ListCachedContentsRequest parent */
+                    parent?: (string|null);
+
+                    /** ListCachedContentsRequest pageSize */
+                    pageSize?: (number|null);
+
+                    /** ListCachedContentsRequest pageToken */
+                    pageToken?: (string|null);
+                }
+
+                /** Represents a ListCachedContentsRequest. */
+                class ListCachedContentsRequest implements IListCachedContentsRequest {
+
+                    /**
+                     * Constructs a new ListCachedContentsRequest.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IListCachedContentsRequest);
+
+                    /** ListCachedContentsRequest parent. */
+                    public parent: string;
+
+                    /** ListCachedContentsRequest pageSize. */
+                    public pageSize: number;
+
+                    /** ListCachedContentsRequest pageToken. */
+                    public pageToken: string;
+
+                    /**
+                     * Creates a new ListCachedContentsRequest instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns ListCachedContentsRequest instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IListCachedContentsRequest): google.cloud.aiplatform.v1beta1.ListCachedContentsRequest;
+
+                    /**
+                     * Encodes the specified ListCachedContentsRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ListCachedContentsRequest.verify|verify} messages.
+                     * @param message ListCachedContentsRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IListCachedContentsRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified ListCachedContentsRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ListCachedContentsRequest.verify|verify} messages.
+                     * @param message ListCachedContentsRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IListCachedContentsRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a ListCachedContentsRequest message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns ListCachedContentsRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.ListCachedContentsRequest;
+
+                    /**
+                     * Decodes a ListCachedContentsRequest message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns ListCachedContentsRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.ListCachedContentsRequest;
+
+                    /**
+                     * Verifies a ListCachedContentsRequest message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a ListCachedContentsRequest message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns ListCachedContentsRequest
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.ListCachedContentsRequest;
+
+                    /**
+                     * Creates a plain object from a ListCachedContentsRequest message. Also converts values to other types if specified.
+                     * @param message ListCachedContentsRequest
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.ListCachedContentsRequest, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this ListCachedContentsRequest to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for ListCachedContentsRequest
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                /** Properties of a ListCachedContentsResponse. */
+                interface IListCachedContentsResponse {
+
+                    /** ListCachedContentsResponse cachedContents */
+                    cachedContents?: (google.cloud.aiplatform.v1beta1.ICachedContent[]|null);
+
+                    /** ListCachedContentsResponse nextPageToken */
+                    nextPageToken?: (string|null);
+                }
+
+                /** Represents a ListCachedContentsResponse. */
+                class ListCachedContentsResponse implements IListCachedContentsResponse {
+
+                    /**
+                     * Constructs a new ListCachedContentsResponse.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IListCachedContentsResponse);
+
+                    /** ListCachedContentsResponse cachedContents. */
+                    public cachedContents: google.cloud.aiplatform.v1beta1.ICachedContent[];
+
+                    /** ListCachedContentsResponse nextPageToken. */
+                    public nextPageToken: string;
+
+                    /**
+                     * Creates a new ListCachedContentsResponse instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns ListCachedContentsResponse instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IListCachedContentsResponse): google.cloud.aiplatform.v1beta1.ListCachedContentsResponse;
+
+                    /**
+                     * Encodes the specified ListCachedContentsResponse message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ListCachedContentsResponse.verify|verify} messages.
+                     * @param message ListCachedContentsResponse message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IListCachedContentsResponse, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified ListCachedContentsResponse message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ListCachedContentsResponse.verify|verify} messages.
+                     * @param message ListCachedContentsResponse message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IListCachedContentsResponse, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a ListCachedContentsResponse message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns ListCachedContentsResponse
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.ListCachedContentsResponse;
+
+                    /**
+                     * Decodes a ListCachedContentsResponse message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns ListCachedContentsResponse
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.ListCachedContentsResponse;
+
+                    /**
+                     * Verifies a ListCachedContentsResponse message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a ListCachedContentsResponse message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns ListCachedContentsResponse
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.ListCachedContentsResponse;
+
+                    /**
+                     * Creates a plain object from a ListCachedContentsResponse message. Also converts values to other types if specified.
+                     * @param message ListCachedContentsResponse
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.ListCachedContentsResponse, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this ListCachedContentsResponse to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for ListCachedContentsResponse
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
                 /** Represents a GenAiTuningService */
                 class GenAiTuningService extends $protobuf.rpc.Service {
 
@@ -61610,6 +62748,9 @@ export namespace google {
                     /** IndexDatapoint featureVector */
                     featureVector?: (number[]|null);
 
+                    /** IndexDatapoint sparseEmbedding */
+                    sparseEmbedding?: (google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding|null);
+
                     /** IndexDatapoint restricts */
                     restricts?: (google.cloud.aiplatform.v1beta1.IndexDatapoint.IRestriction[]|null);
 
@@ -61635,6 +62776,9 @@ export namespace google {
                     /** IndexDatapoint featureVector. */
                     public featureVector: number[];
 
+                    /** IndexDatapoint sparseEmbedding. */
+                    public sparseEmbedding?: (google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding|null);
+
                     /** IndexDatapoint restricts. */
                     public restricts: google.cloud.aiplatform.v1beta1.IndexDatapoint.IRestriction[];
 
@@ -61724,6 +62868,109 @@ export namespace google {
 
                 namespace IndexDatapoint {
 
+                    /** Properties of a SparseEmbedding. */
+                    interface ISparseEmbedding {
+
+                        /** SparseEmbedding values */
+                        values?: (number[]|null);
+
+                        /** SparseEmbedding dimensions */
+                        dimensions?: ((number|Long|string)[]|null);
+                    }
+
+                    /** Represents a SparseEmbedding. */
+                    class SparseEmbedding implements ISparseEmbedding {
+
+                        /**
+                         * Constructs a new SparseEmbedding.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding);
+
+                        /** SparseEmbedding values. */
+                        public values: number[];
+
+                        /** SparseEmbedding dimensions. */
+                        public dimensions: (number|Long|string)[];
+
+                        /**
+                         * Creates a new SparseEmbedding instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns SparseEmbedding instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding): google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding;
+
+                        /**
+                         * Encodes the specified SparseEmbedding message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.verify|verify} messages.
+                         * @param message SparseEmbedding message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified SparseEmbedding message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.verify|verify} messages.
+                         * @param message SparseEmbedding message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a SparseEmbedding message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns SparseEmbedding
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding;
+
+                        /**
+                         * Decodes a SparseEmbedding message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns SparseEmbedding
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding;
+
+                        /**
+                         * Verifies a SparseEmbedding message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a SparseEmbedding message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns SparseEmbedding
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding;
+
+                        /**
+                         * Creates a plain object from a SparseEmbedding message. Also converts values to other types if specified.
+                         * @param message SparseEmbedding
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this SparseEmbedding to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for SparseEmbedding
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
+
                     /** Properties of a Restriction. */
                     interface IRestriction {
 
@@ -62075,6 +63322,9 @@ export namespace google {
                     /** IndexStats vectorsCount */
                     vectorsCount?: (number|Long|string|null);
 
+                    /** IndexStats sparseVectorsCount */
+                    sparseVectorsCount?: (number|Long|string|null);
+
                     /** IndexStats shardsCount */
                     shardsCount?: (number|null);
                 }
@@ -62091,6 +63341,9 @@ export namespace google {
                     /** IndexStats vectorsCount. */
                     public vectorsCount: (number|Long|string);
 
+                    /** IndexStats sparseVectorsCount. */
+                    public sparseVectorsCount: (number|Long|string);
+
                     /** IndexStats shardsCount. */
                     public shardsCount: number;
 
@@ -66271,7 +67524,10 @@ export namespace google {
                             MULTIPLE_VALUES = 11,
                             INVALID_NUMERIC_VALUE = 12,
                             INVALID_ENCODING = 13,
-                            INVALID_TOKEN_VALUE = 15
+                            INVALID_SPARSE_DIMENSIONS = 14,
+                            INVALID_TOKEN_VALUE = 15,
+                            INVALID_SPARSE_EMBEDDING = 16,
+                            INVALID_EMBEDDING = 17
                         }
                     }
 
@@ -66289,6 +67545,12 @@ export namespace google {
 
                         /** ContentValidationStats partialErrors */
                         partialErrors?: (google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata.IRecordError[]|null);
+
+                        /** ContentValidationStats validSparseRecordCount */
+                        validSparseRecordCount?: (number|Long|string|null);
+
+                        /** ContentValidationStats invalidSparseRecordCount */
+                        invalidSparseRecordCount?: (number|Long|string|null);
                     }
 
                     /** Represents a ContentValidationStats. */
@@ -66312,6 +67574,12 @@ export namespace google {
                         /** ContentValidationStats partialErrors. */
                         public partialErrors: google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata.IRecordError[];
 
+                        /** ContentValidationStats validSparseRecordCount. */
+                        public validSparseRecordCount: (number|Long|string);
+
+                        /** ContentValidationStats invalidSparseRecordCount. */
+                        public invalidSparseRecordCount: (number|Long|string);
+
                         /**
                          * Creates a new ContentValidationStats instance using the specified properties.
                          * @param [properties] Properties to set
@@ -73662,6 +74930,9 @@ export namespace google {
                     /** Properties of a Query. */
                     interface IQuery {
 
+                        /** Query rrf */
+                        rrf?: (google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF|null);
+
                         /** Query datapoint */
                         datapoint?: (google.cloud.aiplatform.v1beta1.IIndexDatapoint|null);
 
@@ -73687,6 +74958,9 @@ export namespace google {
                          */
                         constructor(properties?: google.cloud.aiplatform.v1beta1.FindNeighborsRequest.IQuery);
 
+                        /** Query rrf. */
+                        public rrf?: (google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF|null);
+
                         /** Query datapoint. */
                         public datapoint?: (google.cloud.aiplatform.v1beta1.IIndexDatapoint|null);
 
@@ -73702,6 +74976,9 @@ export namespace google {
                         /** Query fractionLeafNodesToSearchOverride. */
                         public fractionLeafNodesToSearchOverride: number;
 
+                        /** Query ranking. */
+                        public ranking?: "rrf";
+
                         /**
                          * Creates a new Query instance using the specified properties.
                          * @param [properties] Properties to set
@@ -73779,6 +75056,106 @@ export namespace google {
                          */
                         public static getTypeUrl(typeUrlPrefix?: string): string;
                     }
+
+                    namespace Query {
+
+                        /** Properties of a RRF. */
+                        interface IRRF {
+
+                            /** RRF alpha */
+                            alpha?: (number|null);
+                        }
+
+                        /** Represents a RRF. */
+                        class RRF implements IRRF {
+
+                            /**
+                             * Constructs a new RRF.
+                             * @param [properties] Properties to set
+                             */
+                            constructor(properties?: google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF);
+
+                            /** RRF alpha. */
+                            public alpha: number;
+
+                            /**
+                             * Creates a new RRF instance using the specified properties.
+                             * @param [properties] Properties to set
+                             * @returns RRF instance
+                             */
+                            public static create(properties?: google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF): google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF;
+
+                            /**
+                             * Encodes the specified RRF message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF.verify|verify} messages.
+                             * @param message RRF message or plain object to encode
+                             * @param [writer] Writer to encode to
+                             * @returns Writer
+                             */
+                            public static encode(message: google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                            /**
+                             * Encodes the specified RRF message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF.verify|verify} messages.
+                             * @param message RRF message or plain object to encode
+                             * @param [writer] Writer to encode to
+                             * @returns Writer
+                             */
+                            public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                            /**
+                             * Decodes a RRF message from the specified reader or buffer.
+                             * @param reader Reader or buffer to decode from
+                             * @param [length] Message length if known beforehand
+                             * @returns RRF
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF;
+
+                            /**
+                             * Decodes a RRF message from the specified reader or buffer, length delimited.
+                             * @param reader Reader or buffer to decode from
+                             * @returns RRF
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF;
+
+                            /**
+                             * Verifies a RRF message.
+                             * @param message Plain object to verify
+                             * @returns `null` if valid, otherwise the reason why it is not
+                             */
+                            public static verify(message: { [k: string]: any }): (string|null);
+
+                            /**
+                             * Creates a RRF message from a plain object. Also converts values to their respective internal types.
+                             * @param object Plain object
+                             * @returns RRF
+                             */
+                            public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF;
+
+                            /**
+                             * Creates a plain object from a RRF message. Also converts values to other types if specified.
+                             * @param message RRF
+                             * @param [options] Conversion options
+                             * @returns Plain object
+                             */
+                            public static toObject(message: google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                            /**
+                             * Converts this RRF to JSON.
+                             * @returns JSON object
+                             */
+                            public toJSON(): { [k: string]: any };
+
+                            /**
+                             * Gets the default type url for RRF
+                             * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns The default type url
+                             */
+                            public static getTypeUrl(typeUrlPrefix?: string): string;
+                        }
+                    }
                 }
 
                 /** Properties of a FindNeighborsResponse. */
@@ -73888,6 +75265,9 @@ export namespace google {
 
                         /** Neighbor distance */
                         distance?: (number|null);
+
+                        /** Neighbor sparseDistance */
+                        sparseDistance?: (number|null);
                     }
 
                     /** Represents a Neighbor. */
@@ -73905,6 +75285,9 @@ export namespace google {
                         /** Neighbor distance. */
                         public distance: number;
 
+                        /** Neighbor sparseDistance. */
+                        public sparseDistance: number;
+
                         /**
                          * Creates a new Neighbor instance using the specified properties.
                          * @param [properties] Properties to set
@@ -80230,6 +81613,9 @@ export namespace google {
 
                     /** MetadataStore state */
                     state?: (google.cloud.aiplatform.v1beta1.MetadataStore.IMetadataStoreState|null);
+
+                    /** MetadataStore dataplexConfig */
+                    dataplexConfig?: (google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig|null);
                 }
 
                 /** Represents a MetadataStore. */
@@ -80259,6 +81645,9 @@ export namespace google {
                     /** MetadataStore state. */
                     public state?: (google.cloud.aiplatform.v1beta1.MetadataStore.IMetadataStoreState|null);
 
+                    /** MetadataStore dataplexConfig. */
+                    public dataplexConfig?: (google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig|null);
+
                     /**
                      * Creates a new MetadataStore instance using the specified properties.
                      * @param [properties] Properties to set
@@ -80435,6 +81824,103 @@ export namespace google {
                          */
                         public static getTypeUrl(typeUrlPrefix?: string): string;
                     }
+
+                    /** Properties of a DataplexConfig. */
+                    interface IDataplexConfig {
+
+                        /** DataplexConfig enabledPipelinesLineage */
+                        enabledPipelinesLineage?: (boolean|null);
+                    }
+
+                    /** Represents a DataplexConfig. */
+                    class DataplexConfig implements IDataplexConfig {
+
+                        /**
+                         * Constructs a new DataplexConfig.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig);
+
+                        /** DataplexConfig enabledPipelinesLineage. */
+                        public enabledPipelinesLineage: boolean;
+
+                        /**
+                         * Creates a new DataplexConfig instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns DataplexConfig instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig): google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig;
+
+                        /**
+                         * Encodes the specified DataplexConfig message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig.verify|verify} messages.
+                         * @param message DataplexConfig message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified DataplexConfig message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig.verify|verify} messages.
+                         * @param message DataplexConfig message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a DataplexConfig message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns DataplexConfig
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig;
+
+                        /**
+                         * Decodes a DataplexConfig message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns DataplexConfig
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig;
+
+                        /**
+                         * Verifies a DataplexConfig message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a DataplexConfig message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns DataplexConfig
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig;
+
+                        /**
+                         * Creates a plain object from a DataplexConfig message. Also converts values to other types if specified.
+                         * @param message DataplexConfig
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this DataplexConfig to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for DataplexConfig
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
                 }
 
                 /** Properties of a MigratableResource. */
@@ -95558,6 +97044,9 @@ export namespace google {
                     /** NotebookExecutionJob gcsNotebookSource */
                     gcsNotebookSource?: (google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IGcsNotebookSource|null);
 
+                    /** NotebookExecutionJob directNotebookSource */
+                    directNotebookSource?: (google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource|null);
+
                     /** NotebookExecutionJob notebookRuntimeTemplateResourceName */
                     notebookRuntimeTemplateResourceName?: (string|null);
 
@@ -95593,6 +97082,9 @@ export namespace google {
 
                     /** NotebookExecutionJob updateTime */
                     updateTime?: (google.protobuf.ITimestamp|null);
+
+                    /** NotebookExecutionJob labels */
+                    labels?: ({ [k: string]: string }|null);
                 }
 
                 /** Represents a NotebookExecutionJob. */
@@ -95610,6 +97102,9 @@ export namespace google {
                     /** NotebookExecutionJob gcsNotebookSource. */
                     public gcsNotebookSource?: (google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IGcsNotebookSource|null);
 
+                    /** NotebookExecutionJob directNotebookSource. */
+                    public directNotebookSource?: (google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource|null);
+
                     /** NotebookExecutionJob notebookRuntimeTemplateResourceName. */
                     public notebookRuntimeTemplateResourceName?: (string|null);
 
@@ -95646,8 +97141,11 @@ export namespace google {
                     /** NotebookExecutionJob updateTime. */
                     public updateTime?: (google.protobuf.ITimestamp|null);
 
+                    /** NotebookExecutionJob labels. */
+                    public labels: { [k: string]: string };
+
                     /** NotebookExecutionJob notebookSource. */
-                    public notebookSource?: ("dataformRepositorySource"|"gcsNotebookSource");
+                    public notebookSource?: ("dataformRepositorySource"|"gcsNotebookSource"|"directNotebookSource");
 
                     /** NotebookExecutionJob environmentSpec. */
                     public environmentSpec?: "notebookRuntimeTemplateResourceName";
@@ -95943,6 +97441,103 @@ export namespace google {
                          */
                         public static getTypeUrl(typeUrlPrefix?: string): string;
                     }
+
+                    /** Properties of a DirectNotebookSource. */
+                    interface IDirectNotebookSource {
+
+                        /** DirectNotebookSource content */
+                        content?: (Uint8Array|string|null);
+                    }
+
+                    /** Represents a DirectNotebookSource. */
+                    class DirectNotebookSource implements IDirectNotebookSource {
+
+                        /**
+                         * Constructs a new DirectNotebookSource.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource);
+
+                        /** DirectNotebookSource content. */
+                        public content: (Uint8Array|string);
+
+                        /**
+                         * Creates a new DirectNotebookSource instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns DirectNotebookSource instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource): google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource;
+
+                        /**
+                         * Encodes the specified DirectNotebookSource message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource.verify|verify} messages.
+                         * @param message DirectNotebookSource message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified DirectNotebookSource message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource.verify|verify} messages.
+                         * @param message DirectNotebookSource message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a DirectNotebookSource message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns DirectNotebookSource
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource;
+
+                        /**
+                         * Decodes a DirectNotebookSource message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns DirectNotebookSource
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource;
+
+                        /**
+                         * Verifies a DirectNotebookSource message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a DirectNotebookSource message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns DirectNotebookSource
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource;
+
+                        /**
+                         * Creates a plain object from a DirectNotebookSource message. Also converts values to other types if specified.
+                         * @param message DirectNotebookSource
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this DirectNotebookSource to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for DirectNotebookSource
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
                 }
 
                 /** Properties of a NotebookIdleShutdownConfig. */
@@ -96108,6 +97703,9 @@ export namespace google {
 
                     /** NotebookRuntimeTemplate networkTags */
                     networkTags?: (string[]|null);
+
+                    /** NotebookRuntimeTemplate encryptionSpec */
+                    encryptionSpec?: (google.cloud.aiplatform.v1beta1.IEncryptionSpec|null);
                 }
 
                 /** Represents a NotebookRuntimeTemplate. */
@@ -96170,6 +97768,9 @@ export namespace google {
                     /** NotebookRuntimeTemplate networkTags. */
                     public networkTags: string[];
 
+                    /** NotebookRuntimeTemplate encryptionSpec. */
+                    public encryptionSpec?: (google.cloud.aiplatform.v1beta1.IEncryptionSpec|null);
+
                     /**
                      * Creates a new NotebookRuntimeTemplate instance using the specified properties.
                      * @param [properties] Properties to set
@@ -96299,8 +97900,20 @@ export namespace google {
                     /** NotebookRuntime notebookRuntimeType */
                     notebookRuntimeType?: (google.cloud.aiplatform.v1beta1.NotebookRuntimeType|keyof typeof google.cloud.aiplatform.v1beta1.NotebookRuntimeType|null);
 
+                    /** NotebookRuntime idleShutdownConfig */
+                    idleShutdownConfig?: (google.cloud.aiplatform.v1beta1.INotebookIdleShutdownConfig|null);
+
                     /** NotebookRuntime networkTags */
                     networkTags?: (string[]|null);
+
+                    /** NotebookRuntime encryptionSpec */
+                    encryptionSpec?: (google.cloud.aiplatform.v1beta1.IEncryptionSpec|null);
+
+                    /** NotebookRuntime satisfiesPzs */
+                    satisfiesPzs?: (boolean|null);
+
+                    /** NotebookRuntime satisfiesPzi */
+                    satisfiesPzi?: (boolean|null);
                 }
 
                 /** Represents a NotebookRuntime. */
@@ -96360,9 +97973,21 @@ export namespace google {
                     /** NotebookRuntime notebookRuntimeType. */
                     public notebookRuntimeType: (google.cloud.aiplatform.v1beta1.NotebookRuntimeType|keyof typeof google.cloud.aiplatform.v1beta1.NotebookRuntimeType);
 
+                    /** NotebookRuntime idleShutdownConfig. */
+                    public idleShutdownConfig?: (google.cloud.aiplatform.v1beta1.INotebookIdleShutdownConfig|null);
+
                     /** NotebookRuntime networkTags. */
                     public networkTags: string[];
 
+                    /** NotebookRuntime encryptionSpec. */
+                    public encryptionSpec?: (google.cloud.aiplatform.v1beta1.IEncryptionSpec|null);
+
+                    /** NotebookRuntime satisfiesPzs. */
+                    public satisfiesPzs: boolean;
+
+                    /** NotebookRuntime satisfiesPzi. */
+                    public satisfiesPzi: boolean;
+
                     /**
                      * Creates a new NotebookRuntime instance using the specified properties.
                      * @param [properties] Properties to set
@@ -96636,6 +98261,20 @@ export namespace google {
                      */
                     public deleteNotebookRuntimeTemplate(request: google.cloud.aiplatform.v1beta1.IDeleteNotebookRuntimeTemplateRequest): Promise<google.longrunning.Operation>;
 
+                    /**
+                     * Calls UpdateNotebookRuntimeTemplate.
+                     * @param request UpdateNotebookRuntimeTemplateRequest message or plain object
+                     * @param callback Node-style callback called with the error, if any, and NotebookRuntimeTemplate
+                     */
+                    public updateNotebookRuntimeTemplate(request: google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest, callback: google.cloud.aiplatform.v1beta1.NotebookService.UpdateNotebookRuntimeTemplateCallback): void;
+
+                    /**
+                     * Calls UpdateNotebookRuntimeTemplate.
+                     * @param request UpdateNotebookRuntimeTemplateRequest message or plain object
+                     * @returns Promise
+                     */
+                    public updateNotebookRuntimeTemplate(request: google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest): Promise<google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate>;
+
                     /**
                      * Calls AssignNotebookRuntime.
                      * @param request AssignNotebookRuntimeRequest message or plain object
@@ -96720,6 +98359,20 @@ export namespace google {
                      */
                     public startNotebookRuntime(request: google.cloud.aiplatform.v1beta1.IStartNotebookRuntimeRequest): Promise<google.longrunning.Operation>;
 
+                    /**
+                     * Calls CreateNotebookExecutionJob.
+                     * @param request CreateNotebookExecutionJobRequest message or plain object
+                     * @param callback Node-style callback called with the error, if any, and Operation
+                     */
+                    public createNotebookExecutionJob(request: google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobRequest, callback: google.cloud.aiplatform.v1beta1.NotebookService.CreateNotebookExecutionJobCallback): void;
+
+                    /**
+                     * Calls CreateNotebookExecutionJob.
+                     * @param request CreateNotebookExecutionJobRequest message or plain object
+                     * @returns Promise
+                     */
+                    public createNotebookExecutionJob(request: google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobRequest): Promise<google.longrunning.Operation>;
+
                     /**
                      * Calls GetNotebookExecutionJob.
                      * @param request GetNotebookExecutionJobRequest message or plain object
@@ -96793,6 +98446,13 @@ export namespace google {
                      */
                     type DeleteNotebookRuntimeTemplateCallback = (error: (Error|null), response?: google.longrunning.Operation) => void;
 
+                    /**
+                     * Callback as used by {@link google.cloud.aiplatform.v1beta1.NotebookService|updateNotebookRuntimeTemplate}.
+                     * @param error Error, if any
+                     * @param [response] NotebookRuntimeTemplate
+                     */
+                    type UpdateNotebookRuntimeTemplateCallback = (error: (Error|null), response?: google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate) => void;
+
                     /**
                      * Callback as used by {@link google.cloud.aiplatform.v1beta1.NotebookService|assignNotebookRuntime}.
                      * @param error Error, if any
@@ -96835,6 +98495,13 @@ export namespace google {
                      */
                     type StartNotebookRuntimeCallback = (error: (Error|null), response?: google.longrunning.Operation) => void;
 
+                    /**
+                     * Callback as used by {@link google.cloud.aiplatform.v1beta1.NotebookService|createNotebookExecutionJob}.
+                     * @param error Error, if any
+                     * @param [response] Operation
+                     */
+                    type CreateNotebookExecutionJobCallback = (error: (Error|null), response?: google.longrunning.Operation) => void;
+
                     /**
                      * Callback as used by {@link google.cloud.aiplatform.v1beta1.NotebookService|getNotebookExecutionJob}.
                      * @param error Error, if any
@@ -97494,6 +99161,109 @@ export namespace google {
                     public static getTypeUrl(typeUrlPrefix?: string): string;
                 }
 
+                /** Properties of an UpdateNotebookRuntimeTemplateRequest. */
+                interface IUpdateNotebookRuntimeTemplateRequest {
+
+                    /** UpdateNotebookRuntimeTemplateRequest notebookRuntimeTemplate */
+                    notebookRuntimeTemplate?: (google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate|null);
+
+                    /** UpdateNotebookRuntimeTemplateRequest updateMask */
+                    updateMask?: (google.protobuf.IFieldMask|null);
+                }
+
+                /** Represents an UpdateNotebookRuntimeTemplateRequest. */
+                class UpdateNotebookRuntimeTemplateRequest implements IUpdateNotebookRuntimeTemplateRequest {
+
+                    /**
+                     * Constructs a new UpdateNotebookRuntimeTemplateRequest.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest);
+
+                    /** UpdateNotebookRuntimeTemplateRequest notebookRuntimeTemplate. */
+                    public notebookRuntimeTemplate?: (google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate|null);
+
+                    /** UpdateNotebookRuntimeTemplateRequest updateMask. */
+                    public updateMask?: (google.protobuf.IFieldMask|null);
+
+                    /**
+                     * Creates a new UpdateNotebookRuntimeTemplateRequest instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns UpdateNotebookRuntimeTemplateRequest instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest): google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest;
+
+                    /**
+                     * Encodes the specified UpdateNotebookRuntimeTemplateRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest.verify|verify} messages.
+                     * @param message UpdateNotebookRuntimeTemplateRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified UpdateNotebookRuntimeTemplateRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest.verify|verify} messages.
+                     * @param message UpdateNotebookRuntimeTemplateRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes an UpdateNotebookRuntimeTemplateRequest message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns UpdateNotebookRuntimeTemplateRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest;
+
+                    /**
+                     * Decodes an UpdateNotebookRuntimeTemplateRequest message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns UpdateNotebookRuntimeTemplateRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest;
+
+                    /**
+                     * Verifies an UpdateNotebookRuntimeTemplateRequest message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates an UpdateNotebookRuntimeTemplateRequest message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns UpdateNotebookRuntimeTemplateRequest
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest;
+
+                    /**
+                     * Creates a plain object from an UpdateNotebookRuntimeTemplateRequest message. Also converts values to other types if specified.
+                     * @param message UpdateNotebookRuntimeTemplateRequest
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this UpdateNotebookRuntimeTemplateRequest to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for UpdateNotebookRuntimeTemplateRequest
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
                 /** Properties of an AssignNotebookRuntimeRequest. */
                 interface IAssignNotebookRuntimeRequest {
 
@@ -98827,6 +100597,109 @@ export namespace google {
                     public static getTypeUrl(typeUrlPrefix?: string): string;
                 }
 
+                /** Properties of a CreateNotebookExecutionJobOperationMetadata. */
+                interface ICreateNotebookExecutionJobOperationMetadata {
+
+                    /** CreateNotebookExecutionJobOperationMetadata genericMetadata */
+                    genericMetadata?: (google.cloud.aiplatform.v1beta1.IGenericOperationMetadata|null);
+
+                    /** CreateNotebookExecutionJobOperationMetadata progressMessage */
+                    progressMessage?: (string|null);
+                }
+
+                /** Represents a CreateNotebookExecutionJobOperationMetadata. */
+                class CreateNotebookExecutionJobOperationMetadata implements ICreateNotebookExecutionJobOperationMetadata {
+
+                    /**
+                     * Constructs a new CreateNotebookExecutionJobOperationMetadata.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata);
+
+                    /** CreateNotebookExecutionJobOperationMetadata genericMetadata. */
+                    public genericMetadata?: (google.cloud.aiplatform.v1beta1.IGenericOperationMetadata|null);
+
+                    /** CreateNotebookExecutionJobOperationMetadata progressMessage. */
+                    public progressMessage: string;
+
+                    /**
+                     * Creates a new CreateNotebookExecutionJobOperationMetadata instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns CreateNotebookExecutionJobOperationMetadata instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata): google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata;
+
+                    /**
+                     * Encodes the specified CreateNotebookExecutionJobOperationMetadata message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata.verify|verify} messages.
+                     * @param message CreateNotebookExecutionJobOperationMetadata message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified CreateNotebookExecutionJobOperationMetadata message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata.verify|verify} messages.
+                     * @param message CreateNotebookExecutionJobOperationMetadata message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a CreateNotebookExecutionJobOperationMetadata message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns CreateNotebookExecutionJobOperationMetadata
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata;
+
+                    /**
+                     * Decodes a CreateNotebookExecutionJobOperationMetadata message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns CreateNotebookExecutionJobOperationMetadata
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata;
+
+                    /**
+                     * Verifies a CreateNotebookExecutionJobOperationMetadata message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a CreateNotebookExecutionJobOperationMetadata message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns CreateNotebookExecutionJobOperationMetadata
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata;
+
+                    /**
+                     * Creates a plain object from a CreateNotebookExecutionJobOperationMetadata message. Also converts values to other types if specified.
+                     * @param message CreateNotebookExecutionJobOperationMetadata
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this CreateNotebookExecutionJobOperationMetadata to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for CreateNotebookExecutionJobOperationMetadata
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
                 /** Properties of a GetNotebookExecutionJobRequest. */
                 interface IGetNotebookExecutionJobRequest {
 
@@ -106007,6 +107880,20 @@ export namespace google {
                      * @returns Promise
                      */
                     public streamGenerateContent(request: google.cloud.aiplatform.v1beta1.IGenerateContentRequest): Promise<google.cloud.aiplatform.v1beta1.GenerateContentResponse>;
+
+                    /**
+                     * Calls ChatCompletions.
+                     * @param request ChatCompletionsRequest message or plain object
+                     * @param callback Node-style callback called with the error, if any, and HttpBody
+                     */
+                    public chatCompletions(request: google.cloud.aiplatform.v1beta1.IChatCompletionsRequest, callback: google.cloud.aiplatform.v1beta1.PredictionService.ChatCompletionsCallback): void;
+
+                    /**
+                     * Calls ChatCompletions.
+                     * @param request ChatCompletionsRequest message or plain object
+                     * @returns Promise
+                     */
+                    public chatCompletions(request: google.cloud.aiplatform.v1beta1.IChatCompletionsRequest): Promise<google.api.HttpBody>;
                 }
 
                 namespace PredictionService {
@@ -106101,6 +107988,13 @@ export namespace google {
                      * @param [response] GenerateContentResponse
                      */
                     type StreamGenerateContentCallback = (error: (Error|null), response?: google.cloud.aiplatform.v1beta1.GenerateContentResponse) => void;
+
+                    /**
+                     * Callback as used by {@link google.cloud.aiplatform.v1beta1.PredictionService|chatCompletions}.
+                     * @param error Error, if any
+                     * @param [response] HttpBody
+                     */
+                    type ChatCompletionsCallback = (error: (Error|null), response?: google.api.HttpBody) => void;
                 }
 
                 /** Properties of a PredictRequest. */
@@ -108268,6 +110162,9 @@ export namespace google {
                     /** GenerateContentRequest systemInstruction */
                     systemInstruction?: (google.cloud.aiplatform.v1beta1.IContent|null);
 
+                    /** GenerateContentRequest cachedContent */
+                    cachedContent?: (string|null);
+
                     /** GenerateContentRequest tools */
                     tools?: (google.cloud.aiplatform.v1beta1.ITool[]|null);
 
@@ -108299,6 +110196,9 @@ export namespace google {
                     /** GenerateContentRequest systemInstruction. */
                     public systemInstruction?: (google.cloud.aiplatform.v1beta1.IContent|null);
 
+                    /** GenerateContentRequest cachedContent. */
+                    public cachedContent: string;
+
                     /** GenerateContentRequest tools. */
                     public tools: google.cloud.aiplatform.v1beta1.ITool[];
 
@@ -108734,6 +110634,109 @@ export namespace google {
                     }
                 }
 
+                /** Properties of a ChatCompletionsRequest. */
+                interface IChatCompletionsRequest {
+
+                    /** ChatCompletionsRequest endpoint */
+                    endpoint?: (string|null);
+
+                    /** ChatCompletionsRequest httpBody */
+                    httpBody?: (google.api.IHttpBody|null);
+                }
+
+                /** Represents a ChatCompletionsRequest. */
+                class ChatCompletionsRequest implements IChatCompletionsRequest {
+
+                    /**
+                     * Constructs a new ChatCompletionsRequest.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IChatCompletionsRequest);
+
+                    /** ChatCompletionsRequest endpoint. */
+                    public endpoint: string;
+
+                    /** ChatCompletionsRequest httpBody. */
+                    public httpBody?: (google.api.IHttpBody|null);
+
+                    /**
+                     * Creates a new ChatCompletionsRequest instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns ChatCompletionsRequest instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IChatCompletionsRequest): google.cloud.aiplatform.v1beta1.ChatCompletionsRequest;
+
+                    /**
+                     * Encodes the specified ChatCompletionsRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ChatCompletionsRequest.verify|verify} messages.
+                     * @param message ChatCompletionsRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IChatCompletionsRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified ChatCompletionsRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ChatCompletionsRequest.verify|verify} messages.
+                     * @param message ChatCompletionsRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IChatCompletionsRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a ChatCompletionsRequest message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns ChatCompletionsRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.ChatCompletionsRequest;
+
+                    /**
+                     * Decodes a ChatCompletionsRequest message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns ChatCompletionsRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.ChatCompletionsRequest;
+
+                    /**
+                     * Verifies a ChatCompletionsRequest message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a ChatCompletionsRequest message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns ChatCompletionsRequest
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.ChatCompletionsRequest;
+
+                    /**
+                     * Creates a plain object from a ChatCompletionsRequest message. Also converts values to other types if specified.
+                     * @param message ChatCompletionsRequest
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.ChatCompletionsRequest, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this ChatCompletionsRequest to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for ChatCompletionsRequest
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
                 /** Properties of a ReasoningEngineSpec. */
                 interface IReasoningEngineSpec {
 
@@ -109395,6 +111398,20 @@ export namespace google {
                      */
                     public listReasoningEngines(request: google.cloud.aiplatform.v1beta1.IListReasoningEnginesRequest): Promise<google.cloud.aiplatform.v1beta1.ListReasoningEnginesResponse>;
 
+                    /**
+                     * Calls UpdateReasoningEngine.
+                     * @param request UpdateReasoningEngineRequest message or plain object
+                     * @param callback Node-style callback called with the error, if any, and Operation
+                     */
+                    public updateReasoningEngine(request: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest, callback: google.cloud.aiplatform.v1beta1.ReasoningEngineService.UpdateReasoningEngineCallback): void;
+
+                    /**
+                     * Calls UpdateReasoningEngine.
+                     * @param request UpdateReasoningEngineRequest message or plain object
+                     * @returns Promise
+                     */
+                    public updateReasoningEngine(request: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest): Promise<google.longrunning.Operation>;
+
                     /**
                      * Calls DeleteReasoningEngine.
                      * @param request DeleteReasoningEngineRequest message or plain object
@@ -109433,6 +111450,13 @@ export namespace google {
                      */
                     type ListReasoningEnginesCallback = (error: (Error|null), response?: google.cloud.aiplatform.v1beta1.ListReasoningEnginesResponse) => void;
 
+                    /**
+                     * Callback as used by {@link google.cloud.aiplatform.v1beta1.ReasoningEngineService|updateReasoningEngine}.
+                     * @param error Error, if any
+                     * @param [response] Operation
+                     */
+                    type UpdateReasoningEngineCallback = (error: (Error|null), response?: google.longrunning.Operation) => void;
+
                     /**
                      * Callback as used by {@link google.cloud.aiplatform.v1beta1.ReasoningEngineService|deleteReasoningEngine}.
                      * @param error Error, if any
@@ -109738,6 +111762,206 @@ export namespace google {
                     public static getTypeUrl(typeUrlPrefix?: string): string;
                 }
 
+                /** Properties of an UpdateReasoningEngineRequest. */
+                interface IUpdateReasoningEngineRequest {
+
+                    /** UpdateReasoningEngineRequest reasoningEngine */
+                    reasoningEngine?: (google.cloud.aiplatform.v1beta1.IReasoningEngine|null);
+
+                    /** UpdateReasoningEngineRequest updateMask */
+                    updateMask?: (google.protobuf.IFieldMask|null);
+                }
+
+                /** Represents an UpdateReasoningEngineRequest. */
+                class UpdateReasoningEngineRequest implements IUpdateReasoningEngineRequest {
+
+                    /**
+                     * Constructs a new UpdateReasoningEngineRequest.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest);
+
+                    /** UpdateReasoningEngineRequest reasoningEngine. */
+                    public reasoningEngine?: (google.cloud.aiplatform.v1beta1.IReasoningEngine|null);
+
+                    /** UpdateReasoningEngineRequest updateMask. */
+                    public updateMask?: (google.protobuf.IFieldMask|null);
+
+                    /**
+                     * Creates a new UpdateReasoningEngineRequest instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns UpdateReasoningEngineRequest instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest): google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest;
+
+                    /**
+                     * Encodes the specified UpdateReasoningEngineRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest.verify|verify} messages.
+                     * @param message UpdateReasoningEngineRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified UpdateReasoningEngineRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest.verify|verify} messages.
+                     * @param message UpdateReasoningEngineRequest message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes an UpdateReasoningEngineRequest message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns UpdateReasoningEngineRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest;
+
+                    /**
+                     * Decodes an UpdateReasoningEngineRequest message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns UpdateReasoningEngineRequest
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest;
+
+                    /**
+                     * Verifies an UpdateReasoningEngineRequest message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates an UpdateReasoningEngineRequest message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns UpdateReasoningEngineRequest
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest;
+
+                    /**
+                     * Creates a plain object from an UpdateReasoningEngineRequest message. Also converts values to other types if specified.
+                     * @param message UpdateReasoningEngineRequest
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this UpdateReasoningEngineRequest to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for UpdateReasoningEngineRequest
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                /** Properties of an UpdateReasoningEngineOperationMetadata. */
+                interface IUpdateReasoningEngineOperationMetadata {
+
+                    /** UpdateReasoningEngineOperationMetadata genericMetadata */
+                    genericMetadata?: (google.cloud.aiplatform.v1beta1.IGenericOperationMetadata|null);
+                }
+
+                /** Represents an UpdateReasoningEngineOperationMetadata. */
+                class UpdateReasoningEngineOperationMetadata implements IUpdateReasoningEngineOperationMetadata {
+
+                    /**
+                     * Constructs a new UpdateReasoningEngineOperationMetadata.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata);
+
+                    /** UpdateReasoningEngineOperationMetadata genericMetadata. */
+                    public genericMetadata?: (google.cloud.aiplatform.v1beta1.IGenericOperationMetadata|null);
+
+                    /**
+                     * Creates a new UpdateReasoningEngineOperationMetadata instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns UpdateReasoningEngineOperationMetadata instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata): google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata;
+
+                    /**
+                     * Encodes the specified UpdateReasoningEngineOperationMetadata message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata.verify|verify} messages.
+                     * @param message UpdateReasoningEngineOperationMetadata message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified UpdateReasoningEngineOperationMetadata message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata.verify|verify} messages.
+                     * @param message UpdateReasoningEngineOperationMetadata message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes an UpdateReasoningEngineOperationMetadata message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns UpdateReasoningEngineOperationMetadata
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata;
+
+                    /**
+                     * Decodes an UpdateReasoningEngineOperationMetadata message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns UpdateReasoningEngineOperationMetadata
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata;
+
+                    /**
+                     * Verifies an UpdateReasoningEngineOperationMetadata message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates an UpdateReasoningEngineOperationMetadata message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns UpdateReasoningEngineOperationMetadata
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata;
+
+                    /**
+                     * Creates a plain object from an UpdateReasoningEngineOperationMetadata message. Also converts values to other types if specified.
+                     * @param message UpdateReasoningEngineOperationMetadata
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this UpdateReasoningEngineOperationMetadata to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for UpdateReasoningEngineOperationMetadata
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
                 /** Properties of a ListReasoningEnginesRequest. */
                 interface IListReasoningEnginesRequest {
 
@@ -132583,6 +134807,9 @@ export namespace google {
 
                     /** ImportRagFilesOperationMetadata importRagFilesConfig */
                     importRagFilesConfig?: (google.cloud.aiplatform.v1beta1.IImportRagFilesConfig|null);
+
+                    /** ImportRagFilesOperationMetadata progressPercentage */
+                    progressPercentage?: (number|null);
                 }
 
                 /** Represents an ImportRagFilesOperationMetadata. */
@@ -132603,6 +134830,9 @@ export namespace google {
                     /** ImportRagFilesOperationMetadata importRagFilesConfig. */
                     public importRagFilesConfig?: (google.cloud.aiplatform.v1beta1.IImportRagFilesConfig|null);
 
+                    /** ImportRagFilesOperationMetadata progressPercentage. */
+                    public progressPercentage: number;
+
                     /**
                      * Creates a new ImportRagFilesOperationMetadata instance using the specified properties.
                      * @param [properties] Properties to set
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.js
index d2c1dcc9757..f540e1859d8 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.js
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.js
@@ -28825,6 +28825,518 @@
                         return EnvVar;
                     })();
     
+                    v1beta1.CachedContent = (function() {
+    
+                        /**
+                         * Properties of a CachedContent.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface ICachedContent
+                         * @property {google.protobuf.ITimestamp|null} [expireTime] CachedContent expireTime
+                         * @property {google.protobuf.IDuration|null} [ttl] CachedContent ttl
+                         * @property {string|null} [name] CachedContent name
+                         * @property {string|null} [model] CachedContent model
+                         * @property {google.cloud.aiplatform.v1beta1.IContent|null} [systemInstruction] CachedContent systemInstruction
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.IContent>|null} [contents] CachedContent contents
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.ITool>|null} [tools] CachedContent tools
+                         * @property {google.cloud.aiplatform.v1beta1.IToolConfig|null} [toolConfig] CachedContent toolConfig
+                         * @property {google.protobuf.ITimestamp|null} [createTime] CachedContent createTime
+                         * @property {google.protobuf.ITimestamp|null} [updateTime] CachedContent updateTime
+                         */
+    
+                        /**
+                         * Constructs a new CachedContent.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a CachedContent.
+                         * @implements ICachedContent
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.ICachedContent=} [properties] Properties to set
+                         */
+                        function CachedContent(properties) {
+                            this.contents = [];
+                            this.tools = [];
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * CachedContent expireTime.
+                         * @member {google.protobuf.ITimestamp|null|undefined} expireTime
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.expireTime = null;
+    
+                        /**
+                         * CachedContent ttl.
+                         * @member {google.protobuf.IDuration|null|undefined} ttl
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.ttl = null;
+    
+                        /**
+                         * CachedContent name.
+                         * @member {string} name
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.name = "";
+    
+                        /**
+                         * CachedContent model.
+                         * @member {string} model
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.model = "";
+    
+                        /**
+                         * CachedContent systemInstruction.
+                         * @member {google.cloud.aiplatform.v1beta1.IContent|null|undefined} systemInstruction
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.systemInstruction = null;
+    
+                        /**
+                         * CachedContent contents.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.IContent>} contents
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.contents = $util.emptyArray;
+    
+                        /**
+                         * CachedContent tools.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.ITool>} tools
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.tools = $util.emptyArray;
+    
+                        /**
+                         * CachedContent toolConfig.
+                         * @member {google.cloud.aiplatform.v1beta1.IToolConfig|null|undefined} toolConfig
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.toolConfig = null;
+    
+                        /**
+                         * CachedContent createTime.
+                         * @member {google.protobuf.ITimestamp|null|undefined} createTime
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.createTime = null;
+    
+                        /**
+                         * CachedContent updateTime.
+                         * @member {google.protobuf.ITimestamp|null|undefined} updateTime
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        CachedContent.prototype.updateTime = null;
+    
+                        // OneOf field names bound to virtual getters and setters
+                        var $oneOfFields;
+    
+                        /**
+                         * CachedContent expiration.
+                         * @member {"expireTime"|"ttl"|undefined} expiration
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         */
+                        Object.defineProperty(CachedContent.prototype, "expiration", {
+                            get: $util.oneOfGetter($oneOfFields = ["expireTime", "ttl"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
+                        /**
+                         * Creates a new CachedContent instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ICachedContent=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.CachedContent} CachedContent instance
+                         */
+                        CachedContent.create = function create(properties) {
+                            return new CachedContent(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified CachedContent message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CachedContent.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ICachedContent} message CachedContent message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        CachedContent.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.name != null && Object.hasOwnProperty.call(message, "name"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.name);
+                            if (message.model != null && Object.hasOwnProperty.call(message, "model"))
+                                writer.uint32(/* id 2, wireType 2 =*/18).string(message.model);
+                            if (message.systemInstruction != null && Object.hasOwnProperty.call(message, "systemInstruction"))
+                                $root.google.cloud.aiplatform.v1beta1.Content.encode(message.systemInstruction, writer.uint32(/* id 3, wireType 2 =*/26).fork()).ldelim();
+                            if (message.contents != null && message.contents.length)
+                                for (var i = 0; i < message.contents.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.Content.encode(message.contents[i], writer.uint32(/* id 4, wireType 2 =*/34).fork()).ldelim();
+                            if (message.tools != null && message.tools.length)
+                                for (var i = 0; i < message.tools.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.Tool.encode(message.tools[i], writer.uint32(/* id 5, wireType 2 =*/42).fork()).ldelim();
+                            if (message.toolConfig != null && Object.hasOwnProperty.call(message, "toolConfig"))
+                                $root.google.cloud.aiplatform.v1beta1.ToolConfig.encode(message.toolConfig, writer.uint32(/* id 6, wireType 2 =*/50).fork()).ldelim();
+                            if (message.createTime != null && Object.hasOwnProperty.call(message, "createTime"))
+                                $root.google.protobuf.Timestamp.encode(message.createTime, writer.uint32(/* id 7, wireType 2 =*/58).fork()).ldelim();
+                            if (message.updateTime != null && Object.hasOwnProperty.call(message, "updateTime"))
+                                $root.google.protobuf.Timestamp.encode(message.updateTime, writer.uint32(/* id 8, wireType 2 =*/66).fork()).ldelim();
+                            if (message.expireTime != null && Object.hasOwnProperty.call(message, "expireTime"))
+                                $root.google.protobuf.Timestamp.encode(message.expireTime, writer.uint32(/* id 9, wireType 2 =*/74).fork()).ldelim();
+                            if (message.ttl != null && Object.hasOwnProperty.call(message, "ttl"))
+                                $root.google.protobuf.Duration.encode(message.ttl, writer.uint32(/* id 10, wireType 2 =*/82).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified CachedContent message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CachedContent.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ICachedContent} message CachedContent message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        CachedContent.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a CachedContent message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.CachedContent} CachedContent
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        CachedContent.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.CachedContent();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 9: {
+                                        message.expireTime = $root.google.protobuf.Timestamp.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 10: {
+                                        message.ttl = $root.google.protobuf.Duration.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 1: {
+                                        message.name = reader.string();
+                                        break;
+                                    }
+                                case 2: {
+                                        message.model = reader.string();
+                                        break;
+                                    }
+                                case 3: {
+                                        message.systemInstruction = $root.google.cloud.aiplatform.v1beta1.Content.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 4: {
+                                        if (!(message.contents && message.contents.length))
+                                            message.contents = [];
+                                        message.contents.push($root.google.cloud.aiplatform.v1beta1.Content.decode(reader, reader.uint32()));
+                                        break;
+                                    }
+                                case 5: {
+                                        if (!(message.tools && message.tools.length))
+                                            message.tools = [];
+                                        message.tools.push($root.google.cloud.aiplatform.v1beta1.Tool.decode(reader, reader.uint32()));
+                                        break;
+                                    }
+                                case 6: {
+                                        message.toolConfig = $root.google.cloud.aiplatform.v1beta1.ToolConfig.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 7: {
+                                        message.createTime = $root.google.protobuf.Timestamp.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 8: {
+                                        message.updateTime = $root.google.protobuf.Timestamp.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a CachedContent message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.CachedContent} CachedContent
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        CachedContent.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a CachedContent message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        CachedContent.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            var properties = {};
+                            if (message.expireTime != null && message.hasOwnProperty("expireTime")) {
+                                properties.expiration = 1;
+                                {
+                                    var error = $root.google.protobuf.Timestamp.verify(message.expireTime);
+                                    if (error)
+                                        return "expireTime." + error;
+                                }
+                            }
+                            if (message.ttl != null && message.hasOwnProperty("ttl")) {
+                                if (properties.expiration === 1)
+                                    return "expiration: multiple values";
+                                properties.expiration = 1;
+                                {
+                                    var error = $root.google.protobuf.Duration.verify(message.ttl);
+                                    if (error)
+                                        return "ttl." + error;
+                                }
+                            }
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                if (!$util.isString(message.name))
+                                    return "name: string expected";
+                            if (message.model != null && message.hasOwnProperty("model"))
+                                if (!$util.isString(message.model))
+                                    return "model: string expected";
+                            if (message.systemInstruction != null && message.hasOwnProperty("systemInstruction")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.Content.verify(message.systemInstruction);
+                                if (error)
+                                    return "systemInstruction." + error;
+                            }
+                            if (message.contents != null && message.hasOwnProperty("contents")) {
+                                if (!Array.isArray(message.contents))
+                                    return "contents: array expected";
+                                for (var i = 0; i < message.contents.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.Content.verify(message.contents[i]);
+                                    if (error)
+                                        return "contents." + error;
+                                }
+                            }
+                            if (message.tools != null && message.hasOwnProperty("tools")) {
+                                if (!Array.isArray(message.tools))
+                                    return "tools: array expected";
+                                for (var i = 0; i < message.tools.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.Tool.verify(message.tools[i]);
+                                    if (error)
+                                        return "tools." + error;
+                                }
+                            }
+                            if (message.toolConfig != null && message.hasOwnProperty("toolConfig")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.ToolConfig.verify(message.toolConfig);
+                                if (error)
+                                    return "toolConfig." + error;
+                            }
+                            if (message.createTime != null && message.hasOwnProperty("createTime")) {
+                                var error = $root.google.protobuf.Timestamp.verify(message.createTime);
+                                if (error)
+                                    return "createTime." + error;
+                            }
+                            if (message.updateTime != null && message.hasOwnProperty("updateTime")) {
+                                var error = $root.google.protobuf.Timestamp.verify(message.updateTime);
+                                if (error)
+                                    return "updateTime." + error;
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a CachedContent message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.CachedContent} CachedContent
+                         */
+                        CachedContent.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.CachedContent)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.CachedContent();
+                            if (object.expireTime != null) {
+                                if (typeof object.expireTime !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.expireTime: object expected");
+                                message.expireTime = $root.google.protobuf.Timestamp.fromObject(object.expireTime);
+                            }
+                            if (object.ttl != null) {
+                                if (typeof object.ttl !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.ttl: object expected");
+                                message.ttl = $root.google.protobuf.Duration.fromObject(object.ttl);
+                            }
+                            if (object.name != null)
+                                message.name = String(object.name);
+                            if (object.model != null)
+                                message.model = String(object.model);
+                            if (object.systemInstruction != null) {
+                                if (typeof object.systemInstruction !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.systemInstruction: object expected");
+                                message.systemInstruction = $root.google.cloud.aiplatform.v1beta1.Content.fromObject(object.systemInstruction);
+                            }
+                            if (object.contents) {
+                                if (!Array.isArray(object.contents))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.contents: array expected");
+                                message.contents = [];
+                                for (var i = 0; i < object.contents.length; ++i) {
+                                    if (typeof object.contents[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.contents: object expected");
+                                    message.contents[i] = $root.google.cloud.aiplatform.v1beta1.Content.fromObject(object.contents[i]);
+                                }
+                            }
+                            if (object.tools) {
+                                if (!Array.isArray(object.tools))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.tools: array expected");
+                                message.tools = [];
+                                for (var i = 0; i < object.tools.length; ++i) {
+                                    if (typeof object.tools[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.tools: object expected");
+                                    message.tools[i] = $root.google.cloud.aiplatform.v1beta1.Tool.fromObject(object.tools[i]);
+                                }
+                            }
+                            if (object.toolConfig != null) {
+                                if (typeof object.toolConfig !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.toolConfig: object expected");
+                                message.toolConfig = $root.google.cloud.aiplatform.v1beta1.ToolConfig.fromObject(object.toolConfig);
+                            }
+                            if (object.createTime != null) {
+                                if (typeof object.createTime !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.createTime: object expected");
+                                message.createTime = $root.google.protobuf.Timestamp.fromObject(object.createTime);
+                            }
+                            if (object.updateTime != null) {
+                                if (typeof object.updateTime !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CachedContent.updateTime: object expected");
+                                message.updateTime = $root.google.protobuf.Timestamp.fromObject(object.updateTime);
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a CachedContent message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.CachedContent} message CachedContent
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        CachedContent.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.arrays || options.defaults) {
+                                object.contents = [];
+                                object.tools = [];
+                            }
+                            if (options.defaults) {
+                                object.name = "";
+                                object.model = "";
+                                object.systemInstruction = null;
+                                object.toolConfig = null;
+                                object.createTime = null;
+                                object.updateTime = null;
+                            }
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                object.name = message.name;
+                            if (message.model != null && message.hasOwnProperty("model"))
+                                object.model = message.model;
+                            if (message.systemInstruction != null && message.hasOwnProperty("systemInstruction"))
+                                object.systemInstruction = $root.google.cloud.aiplatform.v1beta1.Content.toObject(message.systemInstruction, options);
+                            if (message.contents && message.contents.length) {
+                                object.contents = [];
+                                for (var j = 0; j < message.contents.length; ++j)
+                                    object.contents[j] = $root.google.cloud.aiplatform.v1beta1.Content.toObject(message.contents[j], options);
+                            }
+                            if (message.tools && message.tools.length) {
+                                object.tools = [];
+                                for (var j = 0; j < message.tools.length; ++j)
+                                    object.tools[j] = $root.google.cloud.aiplatform.v1beta1.Tool.toObject(message.tools[j], options);
+                            }
+                            if (message.toolConfig != null && message.hasOwnProperty("toolConfig"))
+                                object.toolConfig = $root.google.cloud.aiplatform.v1beta1.ToolConfig.toObject(message.toolConfig, options);
+                            if (message.createTime != null && message.hasOwnProperty("createTime"))
+                                object.createTime = $root.google.protobuf.Timestamp.toObject(message.createTime, options);
+                            if (message.updateTime != null && message.hasOwnProperty("updateTime"))
+                                object.updateTime = $root.google.protobuf.Timestamp.toObject(message.updateTime, options);
+                            if (message.expireTime != null && message.hasOwnProperty("expireTime")) {
+                                object.expireTime = $root.google.protobuf.Timestamp.toObject(message.expireTime, options);
+                                if (options.oneofs)
+                                    object.expiration = "expireTime";
+                            }
+                            if (message.ttl != null && message.hasOwnProperty("ttl")) {
+                                object.ttl = $root.google.protobuf.Duration.toObject(message.ttl, options);
+                                if (options.oneofs)
+                                    object.expiration = "ttl";
+                            }
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this CachedContent to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        CachedContent.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for CachedContent
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.CachedContent
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        CachedContent.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.CachedContent";
+                        };
+    
+                        return CachedContent;
+                    })();
+    
                     /**
                      * HarmCategory enum.
                      * @name google.cloud.aiplatform.v1beta1.HarmCategory
@@ -43624,6 +44136,7 @@
                          * @property {Array.<google.cloud.aiplatform.v1beta1.ISavedQuery>|null} [savedQueries] Dataset savedQueries
                          * @property {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null} [encryptionSpec] Dataset encryptionSpec
                          * @property {string|null} [metadataArtifact] Dataset metadataArtifact
+                         * @property {string|null} [modelReference] Dataset modelReference
                          */
     
                         /**
@@ -43747,6 +44260,14 @@
                          */
                         Dataset.prototype.metadataArtifact = "";
     
+                        /**
+                         * Dataset modelReference.
+                         * @member {string} modelReference
+                         * @memberof google.cloud.aiplatform.v1beta1.Dataset
+                         * @instance
+                         */
+                        Dataset.prototype.modelReference = "";
+    
                         /**
                          * Creates a new Dataset instance using the specified properties.
                          * @function create
@@ -43799,6 +44320,8 @@
                                 writer.uint32(/* id 16, wireType 2 =*/130).string(message.description);
                             if (message.metadataArtifact != null && Object.hasOwnProperty.call(message, "metadataArtifact"))
                                 writer.uint32(/* id 17, wireType 2 =*/138).string(message.metadataArtifact);
+                            if (message.modelReference != null && Object.hasOwnProperty.call(message, "modelReference"))
+                                writer.uint32(/* id 18, wireType 2 =*/146).string(message.modelReference);
                             return writer;
                         };
     
@@ -43906,6 +44429,10 @@
                                         message.metadataArtifact = reader.string();
                                         break;
                                     }
+                                case 18: {
+                                        message.modelReference = reader.string();
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -43999,6 +44526,9 @@
                             if (message.metadataArtifact != null && message.hasOwnProperty("metadataArtifact"))
                                 if (!$util.isString(message.metadataArtifact))
                                     return "metadataArtifact: string expected";
+                            if (message.modelReference != null && message.hasOwnProperty("modelReference"))
+                                if (!$util.isString(message.modelReference))
+                                    return "modelReference: string expected";
                             return null;
                         };
     
@@ -44072,6 +44602,8 @@
                             }
                             if (object.metadataArtifact != null)
                                 message.metadataArtifact = String(object.metadataArtifact);
+                            if (object.modelReference != null)
+                                message.modelReference = String(object.modelReference);
                             return message;
                         };
     
@@ -44108,6 +44640,7 @@
                                 object.encryptionSpec = null;
                                 object.description = "";
                                 object.metadataArtifact = "";
+                                object.modelReference = "";
                             }
                             if (message.name != null && message.hasOwnProperty("name"))
                                 object.name = message.name;
@@ -44145,6 +44678,8 @@
                                 object.description = message.description;
                             if (message.metadataArtifact != null && message.hasOwnProperty("metadataArtifact"))
                                 object.metadataArtifact = message.metadataArtifact;
+                            if (message.modelReference != null && message.hasOwnProperty("modelReference"))
+                                object.modelReference = message.modelReference;
                             return object;
                         };
     
@@ -54720,6 +55255,7 @@
                          * @property {string|null} [bigQueryDatasetName] DatasetVersion bigQueryDatasetName
                          * @property {string|null} [displayName] DatasetVersion displayName
                          * @property {google.protobuf.IValue|null} [metadata] DatasetVersion metadata
+                         * @property {string|null} [modelReference] DatasetVersion modelReference
                          */
     
                         /**
@@ -54793,6 +55329,14 @@
                          */
                         DatasetVersion.prototype.metadata = null;
     
+                        /**
+                         * DatasetVersion modelReference.
+                         * @member {string} modelReference
+                         * @memberof google.cloud.aiplatform.v1beta1.DatasetVersion
+                         * @instance
+                         */
+                        DatasetVersion.prototype.modelReference = "";
+    
                         /**
                          * Creates a new DatasetVersion instance using the specified properties.
                          * @function create
@@ -54831,6 +55375,8 @@
                                 writer.uint32(/* id 7, wireType 2 =*/58).string(message.displayName);
                             if (message.metadata != null && Object.hasOwnProperty.call(message, "metadata"))
                                 $root.google.protobuf.Value.encode(message.metadata, writer.uint32(/* id 8, wireType 2 =*/66).fork()).ldelim();
+                            if (message.modelReference != null && Object.hasOwnProperty.call(message, "modelReference"))
+                                writer.uint32(/* id 9, wireType 2 =*/74).string(message.modelReference);
                             return writer;
                         };
     
@@ -54893,6 +55439,10 @@
                                         message.metadata = $root.google.protobuf.Value.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 9: {
+                                        message.modelReference = reader.string();
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -54955,6 +55505,9 @@
                                 if (error)
                                     return "metadata." + error;
                             }
+                            if (message.modelReference != null && message.hasOwnProperty("modelReference"))
+                                if (!$util.isString(message.modelReference))
+                                    return "modelReference: string expected";
                             return null;
                         };
     
@@ -54993,6 +55546,8 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.DatasetVersion.metadata: object expected");
                                 message.metadata = $root.google.protobuf.Value.fromObject(object.metadata);
                             }
+                            if (object.modelReference != null)
+                                message.modelReference = String(object.modelReference);
                             return message;
                         };
     
@@ -55017,6 +55572,7 @@
                                 object.updateTime = null;
                                 object.displayName = "";
                                 object.metadata = null;
+                                object.modelReference = "";
                             }
                             if (message.name != null && message.hasOwnProperty("name"))
                                 object.name = message.name;
@@ -55032,6 +55588,8 @@
                                 object.displayName = message.displayName;
                             if (message.metadata != null && message.hasOwnProperty("metadata"))
                                 object.metadata = $root.google.protobuf.Value.toObject(message.metadata, options);
+                            if (message.modelReference != null && message.hasOwnProperty("modelReference"))
+                                object.modelReference = message.modelReference;
                             return object;
                         };
     
@@ -55812,6 +56370,9 @@
                          * @interface IDeploymentResourcePool
                          * @property {string|null} [name] DeploymentResourcePool name
                          * @property {google.cloud.aiplatform.v1beta1.IDedicatedResources|null} [dedicatedResources] DeploymentResourcePool dedicatedResources
+                         * @property {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null} [encryptionSpec] DeploymentResourcePool encryptionSpec
+                         * @property {string|null} [serviceAccount] DeploymentResourcePool serviceAccount
+                         * @property {boolean|null} [disableContainerLogging] DeploymentResourcePool disableContainerLogging
                          * @property {google.protobuf.ITimestamp|null} [createTime] DeploymentResourcePool createTime
                          */
     
@@ -55846,6 +56407,30 @@
                          */
                         DeploymentResourcePool.prototype.dedicatedResources = null;
     
+                        /**
+                         * DeploymentResourcePool encryptionSpec.
+                         * @member {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null|undefined} encryptionSpec
+                         * @memberof google.cloud.aiplatform.v1beta1.DeploymentResourcePool
+                         * @instance
+                         */
+                        DeploymentResourcePool.prototype.encryptionSpec = null;
+    
+                        /**
+                         * DeploymentResourcePool serviceAccount.
+                         * @member {string} serviceAccount
+                         * @memberof google.cloud.aiplatform.v1beta1.DeploymentResourcePool
+                         * @instance
+                         */
+                        DeploymentResourcePool.prototype.serviceAccount = "";
+    
+                        /**
+                         * DeploymentResourcePool disableContainerLogging.
+                         * @member {boolean} disableContainerLogging
+                         * @memberof google.cloud.aiplatform.v1beta1.DeploymentResourcePool
+                         * @instance
+                         */
+                        DeploymentResourcePool.prototype.disableContainerLogging = false;
+    
                         /**
                          * DeploymentResourcePool createTime.
                          * @member {google.protobuf.ITimestamp|null|undefined} createTime
@@ -55884,6 +56469,12 @@
                                 $root.google.cloud.aiplatform.v1beta1.DedicatedResources.encode(message.dedicatedResources, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
                             if (message.createTime != null && Object.hasOwnProperty.call(message, "createTime"))
                                 $root.google.protobuf.Timestamp.encode(message.createTime, writer.uint32(/* id 4, wireType 2 =*/34).fork()).ldelim();
+                            if (message.encryptionSpec != null && Object.hasOwnProperty.call(message, "encryptionSpec"))
+                                $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.encode(message.encryptionSpec, writer.uint32(/* id 5, wireType 2 =*/42).fork()).ldelim();
+                            if (message.serviceAccount != null && Object.hasOwnProperty.call(message, "serviceAccount"))
+                                writer.uint32(/* id 6, wireType 2 =*/50).string(message.serviceAccount);
+                            if (message.disableContainerLogging != null && Object.hasOwnProperty.call(message, "disableContainerLogging"))
+                                writer.uint32(/* id 7, wireType 0 =*/56).bool(message.disableContainerLogging);
                             return writer;
                         };
     
@@ -55926,6 +56517,18 @@
                                         message.dedicatedResources = $root.google.cloud.aiplatform.v1beta1.DedicatedResources.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 5: {
+                                        message.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 6: {
+                                        message.serviceAccount = reader.string();
+                                        break;
+                                    }
+                                case 7: {
+                                        message.disableContainerLogging = reader.bool();
+                                        break;
+                                    }
                                 case 4: {
                                         message.createTime = $root.google.protobuf.Timestamp.decode(reader, reader.uint32());
                                         break;
@@ -55973,6 +56576,17 @@
                                 if (error)
                                     return "dedicatedResources." + error;
                             }
+                            if (message.encryptionSpec != null && message.hasOwnProperty("encryptionSpec")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.verify(message.encryptionSpec);
+                                if (error)
+                                    return "encryptionSpec." + error;
+                            }
+                            if (message.serviceAccount != null && message.hasOwnProperty("serviceAccount"))
+                                if (!$util.isString(message.serviceAccount))
+                                    return "serviceAccount: string expected";
+                            if (message.disableContainerLogging != null && message.hasOwnProperty("disableContainerLogging"))
+                                if (typeof message.disableContainerLogging !== "boolean")
+                                    return "disableContainerLogging: boolean expected";
                             if (message.createTime != null && message.hasOwnProperty("createTime")) {
                                 var error = $root.google.protobuf.Timestamp.verify(message.createTime);
                                 if (error)
@@ -56000,6 +56614,15 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.DeploymentResourcePool.dedicatedResources: object expected");
                                 message.dedicatedResources = $root.google.cloud.aiplatform.v1beta1.DedicatedResources.fromObject(object.dedicatedResources);
                             }
+                            if (object.encryptionSpec != null) {
+                                if (typeof object.encryptionSpec !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.DeploymentResourcePool.encryptionSpec: object expected");
+                                message.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.fromObject(object.encryptionSpec);
+                            }
+                            if (object.serviceAccount != null)
+                                message.serviceAccount = String(object.serviceAccount);
+                            if (object.disableContainerLogging != null)
+                                message.disableContainerLogging = Boolean(object.disableContainerLogging);
                             if (object.createTime != null) {
                                 if (typeof object.createTime !== "object")
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.DeploymentResourcePool.createTime: object expected");
@@ -56025,6 +56648,9 @@
                                 object.name = "";
                                 object.dedicatedResources = null;
                                 object.createTime = null;
+                                object.encryptionSpec = null;
+                                object.serviceAccount = "";
+                                object.disableContainerLogging = false;
                             }
                             if (message.name != null && message.hasOwnProperty("name"))
                                 object.name = message.name;
@@ -56032,6 +56658,12 @@
                                 object.dedicatedResources = $root.google.cloud.aiplatform.v1beta1.DedicatedResources.toObject(message.dedicatedResources, options);
                             if (message.createTime != null && message.hasOwnProperty("createTime"))
                                 object.createTime = $root.google.protobuf.Timestamp.toObject(message.createTime, options);
+                            if (message.encryptionSpec != null && message.hasOwnProperty("encryptionSpec"))
+                                object.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.toObject(message.encryptionSpec, options);
+                            if (message.serviceAccount != null && message.hasOwnProperty("serviceAccount"))
+                                object.serviceAccount = message.serviceAccount;
+                            if (message.disableContainerLogging != null && message.hasOwnProperty("disableContainerLogging"))
+                                object.disableContainerLogging = message.disableContainerLogging;
                             return object;
                         };
     
@@ -96498,7 +97130,7 @@
                              * @memberof google.cloud.aiplatform.v1beta1.RuntimeConfig
                              * @interface IVertexAISearchRuntimeConfig
                              * @property {string|null} [servingConfigName] VertexAISearchRuntimeConfig servingConfigName
-                             * @property {string|null} [appId] VertexAISearchRuntimeConfig appId
+                             * @property {string|null} [engineId] VertexAISearchRuntimeConfig engineId
                              */
     
                             /**
@@ -96525,12 +97157,12 @@
                             VertexAISearchRuntimeConfig.prototype.servingConfigName = "";
     
                             /**
-                             * VertexAISearchRuntimeConfig appId.
-                             * @member {string} appId
+                             * VertexAISearchRuntimeConfig engineId.
+                             * @member {string} engineId
                              * @memberof google.cloud.aiplatform.v1beta1.RuntimeConfig.VertexAISearchRuntimeConfig
                              * @instance
                              */
-                            VertexAISearchRuntimeConfig.prototype.appId = "";
+                            VertexAISearchRuntimeConfig.prototype.engineId = "";
     
                             /**
                              * Creates a new VertexAISearchRuntimeConfig instance using the specified properties.
@@ -96558,8 +97190,8 @@
                                     writer = $Writer.create();
                                 if (message.servingConfigName != null && Object.hasOwnProperty.call(message, "servingConfigName"))
                                     writer.uint32(/* id 1, wireType 2 =*/10).string(message.servingConfigName);
-                                if (message.appId != null && Object.hasOwnProperty.call(message, "appId"))
-                                    writer.uint32(/* id 2, wireType 2 =*/18).string(message.appId);
+                                if (message.engineId != null && Object.hasOwnProperty.call(message, "engineId"))
+                                    writer.uint32(/* id 2, wireType 2 =*/18).string(message.engineId);
                                 return writer;
                             };
     
@@ -96599,7 +97231,7 @@
                                             break;
                                         }
                                     case 2: {
-                                            message.appId = reader.string();
+                                            message.engineId = reader.string();
                                             break;
                                         }
                                     default:
@@ -96640,9 +97272,9 @@
                                 if (message.servingConfigName != null && message.hasOwnProperty("servingConfigName"))
                                     if (!$util.isString(message.servingConfigName))
                                         return "servingConfigName: string expected";
-                                if (message.appId != null && message.hasOwnProperty("appId"))
-                                    if (!$util.isString(message.appId))
-                                        return "appId: string expected";
+                                if (message.engineId != null && message.hasOwnProperty("engineId"))
+                                    if (!$util.isString(message.engineId))
+                                        return "engineId: string expected";
                                 return null;
                             };
     
@@ -96660,8 +97292,8 @@
                                 var message = new $root.google.cloud.aiplatform.v1beta1.RuntimeConfig.VertexAISearchRuntimeConfig();
                                 if (object.servingConfigName != null)
                                     message.servingConfigName = String(object.servingConfigName);
-                                if (object.appId != null)
-                                    message.appId = String(object.appId);
+                                if (object.engineId != null)
+                                    message.engineId = String(object.engineId);
                                 return message;
                             };
     
@@ -96680,12 +97312,12 @@
                                 var object = {};
                                 if (options.defaults) {
                                     object.servingConfigName = "";
-                                    object.appId = "";
+                                    object.engineId = "";
                                 }
                                 if (message.servingConfigName != null && message.hasOwnProperty("servingConfigName"))
                                     object.servingConfigName = message.servingConfigName;
-                                if (message.appId != null && message.hasOwnProperty("appId"))
-                                    object.appId = message.appId;
+                                if (message.engineId != null && message.hasOwnProperty("engineId"))
+                                    object.engineId = message.engineId;
                                 return object;
                             };
     
@@ -100194,6 +100826,7 @@
                                 case 11:
                                 case 12:
                                 case 13:
+                                case 14:
                                     break;
                                 }
                             if (message.createTime != null && message.hasOwnProperty("createTime")) {
@@ -100315,6 +100948,10 @@
                             case 13:
                                 message.valueType = 13;
                                 break;
+                            case "STRUCT":
+                            case 14:
+                                message.valueType = 14;
+                                break;
                             }
                             if (object.createTime != null) {
                                 if (typeof object.createTime !== "object")
@@ -100751,6 +101388,7 @@
                          * @property {number} STRING=11 STRING value
                          * @property {number} STRING_ARRAY=12 STRING_ARRAY value
                          * @property {number} BYTES=13 BYTES value
+                         * @property {number} STRUCT=14 STRUCT value
                          */
                         Feature.ValueType = (function() {
                             var valuesById = {}, values = Object.create(valuesById);
@@ -100764,6 +101402,7 @@
                             values[valuesById[11] = "STRING"] = 11;
                             values[valuesById[12] = "STRING_ARRAY"] = 12;
                             values[valuesById[13] = "BYTES"] = 13;
+                            values[valuesById[14] = "STRUCT"] = 14;
                             return values;
                         })();
     
@@ -101447,6 +102086,7 @@
                          * @property {google.cloud.aiplatform.v1beta1.FeatureOnlineStore.State|null} [state] FeatureOnlineStore state
                          * @property {google.cloud.aiplatform.v1beta1.FeatureOnlineStore.IDedicatedServingEndpoint|null} [dedicatedServingEndpoint] FeatureOnlineStore dedicatedServingEndpoint
                          * @property {google.cloud.aiplatform.v1beta1.FeatureOnlineStore.IEmbeddingManagement|null} [embeddingManagement] FeatureOnlineStore embeddingManagement
+                         * @property {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null} [encryptionSpec] FeatureOnlineStore encryptionSpec
                          */
     
                         /**
@@ -101545,6 +102185,14 @@
                          */
                         FeatureOnlineStore.prototype.embeddingManagement = null;
     
+                        /**
+                         * FeatureOnlineStore encryptionSpec.
+                         * @member {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null|undefined} encryptionSpec
+                         * @memberof google.cloud.aiplatform.v1beta1.FeatureOnlineStore
+                         * @instance
+                         */
+                        FeatureOnlineStore.prototype.encryptionSpec = null;
+    
                         // OneOf field names bound to virtual getters and setters
                         var $oneOfFields;
     
@@ -101604,6 +102252,8 @@
                                 $root.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.EmbeddingManagement.encode(message.embeddingManagement, writer.uint32(/* id 11, wireType 2 =*/90).fork()).ldelim();
                             if (message.optimized != null && Object.hasOwnProperty.call(message, "optimized"))
                                 $root.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.Optimized.encode(message.optimized, writer.uint32(/* id 12, wireType 2 =*/98).fork()).ldelim();
+                            if (message.encryptionSpec != null && Object.hasOwnProperty.call(message, "encryptionSpec"))
+                                $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.encode(message.encryptionSpec, writer.uint32(/* id 13, wireType 2 =*/106).fork()).ldelim();
                             return writer;
                         };
     
@@ -101697,6 +102347,10 @@
                                         message.embeddingManagement = $root.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.EmbeddingManagement.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 13: {
+                                        message.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -101794,6 +102448,11 @@
                                 if (error)
                                     return "embeddingManagement." + error;
                             }
+                            if (message.encryptionSpec != null && message.hasOwnProperty("encryptionSpec")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.verify(message.encryptionSpec);
+                                if (error)
+                                    return "encryptionSpec." + error;
+                            }
                             return null;
                         };
     
@@ -101870,6 +102529,11 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.FeatureOnlineStore.embeddingManagement: object expected");
                                 message.embeddingManagement = $root.google.cloud.aiplatform.v1beta1.FeatureOnlineStore.EmbeddingManagement.fromObject(object.embeddingManagement);
                             }
+                            if (object.encryptionSpec != null) {
+                                if (typeof object.encryptionSpec !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.FeatureOnlineStore.encryptionSpec: object expected");
+                                message.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.fromObject(object.encryptionSpec);
+                            }
                             return message;
                         };
     
@@ -101896,6 +102560,7 @@
                                 object.state = options.enums === String ? "STATE_UNSPECIFIED" : 0;
                                 object.dedicatedServingEndpoint = null;
                                 object.embeddingManagement = null;
+                                object.encryptionSpec = null;
                             }
                             if (message.name != null && message.hasOwnProperty("name"))
                                 object.name = message.name;
@@ -101927,6 +102592,8 @@
                                 if (options.oneofs)
                                     object.storageType = "optimized";
                             }
+                            if (message.encryptionSpec != null && message.hasOwnProperty("encryptionSpec"))
+                                object.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.toObject(message.encryptionSpec, options);
                             return object;
                         };
     
@@ -119296,6 +119963,7 @@
                          * @property {google.cloud.aiplatform.v1beta1.IInt64Array|null} [int64ArrayValue] FeatureValue int64ArrayValue
                          * @property {google.cloud.aiplatform.v1beta1.IStringArray|null} [stringArrayValue] FeatureValue stringArrayValue
                          * @property {Uint8Array|null} [bytesValue] FeatureValue bytesValue
+                         * @property {google.cloud.aiplatform.v1beta1.IStructValue|null} [structValue] FeatureValue structValue
                          * @property {google.cloud.aiplatform.v1beta1.FeatureValue.IMetadata|null} [metadata] FeatureValue metadata
                          */
     
@@ -119386,6 +120054,14 @@
                          */
                         FeatureValue.prototype.bytesValue = null;
     
+                        /**
+                         * FeatureValue structValue.
+                         * @member {google.cloud.aiplatform.v1beta1.IStructValue|null|undefined} structValue
+                         * @memberof google.cloud.aiplatform.v1beta1.FeatureValue
+                         * @instance
+                         */
+                        FeatureValue.prototype.structValue = null;
+    
                         /**
                          * FeatureValue metadata.
                          * @member {google.cloud.aiplatform.v1beta1.FeatureValue.IMetadata|null|undefined} metadata
@@ -119399,12 +120075,12 @@
     
                         /**
                          * FeatureValue value.
-                         * @member {"boolValue"|"doubleValue"|"int64Value"|"stringValue"|"boolArrayValue"|"doubleArrayValue"|"int64ArrayValue"|"stringArrayValue"|"bytesValue"|undefined} value
+                         * @member {"boolValue"|"doubleValue"|"int64Value"|"stringValue"|"boolArrayValue"|"doubleArrayValue"|"int64ArrayValue"|"stringArrayValue"|"bytesValue"|"structValue"|undefined} value
                          * @memberof google.cloud.aiplatform.v1beta1.FeatureValue
                          * @instance
                          */
                         Object.defineProperty(FeatureValue.prototype, "value", {
-                            get: $util.oneOfGetter($oneOfFields = ["boolValue", "doubleValue", "int64Value", "stringValue", "boolArrayValue", "doubleArrayValue", "int64ArrayValue", "stringArrayValue", "bytesValue"]),
+                            get: $util.oneOfGetter($oneOfFields = ["boolValue", "doubleValue", "int64Value", "stringValue", "boolArrayValue", "doubleArrayValue", "int64ArrayValue", "stringArrayValue", "bytesValue", "structValue"]),
                             set: $util.oneOfSetter($oneOfFields)
                         });
     
@@ -119452,6 +120128,8 @@
                                 writer.uint32(/* id 13, wireType 2 =*/106).bytes(message.bytesValue);
                             if (message.metadata != null && Object.hasOwnProperty.call(message, "metadata"))
                                 $root.google.cloud.aiplatform.v1beta1.FeatureValue.Metadata.encode(message.metadata, writer.uint32(/* id 14, wireType 2 =*/114).fork()).ldelim();
+                            if (message.structValue != null && Object.hasOwnProperty.call(message, "structValue"))
+                                $root.google.cloud.aiplatform.v1beta1.StructValue.encode(message.structValue, writer.uint32(/* id 15, wireType 2 =*/122).fork()).ldelim();
                             return writer;
                         };
     
@@ -119522,6 +120200,10 @@
                                         message.bytesValue = reader.bytes();
                                         break;
                                     }
+                                case 15: {
+                                        message.structValue = $root.google.cloud.aiplatform.v1beta1.StructValue.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 14: {
                                         message.metadata = $root.google.cloud.aiplatform.v1beta1.FeatureValue.Metadata.decode(reader, reader.uint32());
                                         break;
@@ -119635,6 +120317,16 @@
                                 if (!(message.bytesValue && typeof message.bytesValue.length === "number" || $util.isString(message.bytesValue)))
                                     return "bytesValue: buffer expected";
                             }
+                            if (message.structValue != null && message.hasOwnProperty("structValue")) {
+                                if (properties.value === 1)
+                                    return "value: multiple values";
+                                properties.value = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.StructValue.verify(message.structValue);
+                                    if (error)
+                                        return "structValue." + error;
+                                }
+                            }
                             if (message.metadata != null && message.hasOwnProperty("metadata")) {
                                 var error = $root.google.cloud.aiplatform.v1beta1.FeatureValue.Metadata.verify(message.metadata);
                                 if (error)
@@ -119695,6 +120387,11 @@
                                     $util.base64.decode(object.bytesValue, message.bytesValue = $util.newBuffer($util.base64.length(object.bytesValue)), 0);
                                 else if (object.bytesValue.length >= 0)
                                     message.bytesValue = object.bytesValue;
+                            if (object.structValue != null) {
+                                if (typeof object.structValue !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.FeatureValue.structValue: object expected");
+                                message.structValue = $root.google.cloud.aiplatform.v1beta1.StructValue.fromObject(object.structValue);
+                            }
                             if (object.metadata != null) {
                                 if (typeof object.metadata !== "object")
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.FeatureValue.metadata: object expected");
@@ -119768,6 +120465,11 @@
                             }
                             if (message.metadata != null && message.hasOwnProperty("metadata"))
                                 object.metadata = $root.google.cloud.aiplatform.v1beta1.FeatureValue.Metadata.toObject(message.metadata, options);
+                            if (message.structValue != null && message.hasOwnProperty("structValue")) {
+                                object.structValue = $root.google.cloud.aiplatform.v1beta1.StructValue.toObject(message.structValue, options);
+                                if (options.oneofs)
+                                    object.value = "structValue";
+                            }
                             return object;
                         };
     
@@ -120008,6 +120710,462 @@
                         return FeatureValue;
                     })();
     
+                    v1beta1.StructValue = (function() {
+    
+                        /**
+                         * Properties of a StructValue.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IStructValue
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.IStructFieldValue>|null} [values] StructValue values
+                         */
+    
+                        /**
+                         * Constructs a new StructValue.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a StructValue.
+                         * @implements IStructValue
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IStructValue=} [properties] Properties to set
+                         */
+                        function StructValue(properties) {
+                            this.values = [];
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * StructValue values.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.IStructFieldValue>} values
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @instance
+                         */
+                        StructValue.prototype.values = $util.emptyArray;
+    
+                        /**
+                         * Creates a new StructValue instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IStructValue=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.StructValue} StructValue instance
+                         */
+                        StructValue.create = function create(properties) {
+                            return new StructValue(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified StructValue message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.StructValue.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IStructValue} message StructValue message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        StructValue.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.values != null && message.values.length)
+                                for (var i = 0; i < message.values.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.StructFieldValue.encode(message.values[i], writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified StructValue message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.StructValue.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IStructValue} message StructValue message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        StructValue.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a StructValue message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.StructValue} StructValue
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        StructValue.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.StructValue();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        if (!(message.values && message.values.length))
+                                            message.values = [];
+                                        message.values.push($root.google.cloud.aiplatform.v1beta1.StructFieldValue.decode(reader, reader.uint32()));
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a StructValue message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.StructValue} StructValue
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        StructValue.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a StructValue message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        StructValue.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.values != null && message.hasOwnProperty("values")) {
+                                if (!Array.isArray(message.values))
+                                    return "values: array expected";
+                                for (var i = 0; i < message.values.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.StructFieldValue.verify(message.values[i]);
+                                    if (error)
+                                        return "values." + error;
+                                }
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a StructValue message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.StructValue} StructValue
+                         */
+                        StructValue.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.StructValue)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.StructValue();
+                            if (object.values) {
+                                if (!Array.isArray(object.values))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.StructValue.values: array expected");
+                                message.values = [];
+                                for (var i = 0; i < object.values.length; ++i) {
+                                    if (typeof object.values[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.StructValue.values: object expected");
+                                    message.values[i] = $root.google.cloud.aiplatform.v1beta1.StructFieldValue.fromObject(object.values[i]);
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a StructValue message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.StructValue} message StructValue
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        StructValue.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.arrays || options.defaults)
+                                object.values = [];
+                            if (message.values && message.values.length) {
+                                object.values = [];
+                                for (var j = 0; j < message.values.length; ++j)
+                                    object.values[j] = $root.google.cloud.aiplatform.v1beta1.StructFieldValue.toObject(message.values[j], options);
+                            }
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this StructValue to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        StructValue.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for StructValue
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.StructValue
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        StructValue.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.StructValue";
+                        };
+    
+                        return StructValue;
+                    })();
+    
+                    v1beta1.StructFieldValue = (function() {
+    
+                        /**
+                         * Properties of a StructFieldValue.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IStructFieldValue
+                         * @property {string|null} [name] StructFieldValue name
+                         * @property {google.cloud.aiplatform.v1beta1.IFeatureValue|null} [value] StructFieldValue value
+                         */
+    
+                        /**
+                         * Constructs a new StructFieldValue.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a StructFieldValue.
+                         * @implements IStructFieldValue
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IStructFieldValue=} [properties] Properties to set
+                         */
+                        function StructFieldValue(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * StructFieldValue name.
+                         * @member {string} name
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @instance
+                         */
+                        StructFieldValue.prototype.name = "";
+    
+                        /**
+                         * StructFieldValue value.
+                         * @member {google.cloud.aiplatform.v1beta1.IFeatureValue|null|undefined} value
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @instance
+                         */
+                        StructFieldValue.prototype.value = null;
+    
+                        /**
+                         * Creates a new StructFieldValue instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IStructFieldValue=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.StructFieldValue} StructFieldValue instance
+                         */
+                        StructFieldValue.create = function create(properties) {
+                            return new StructFieldValue(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified StructFieldValue message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.StructFieldValue.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IStructFieldValue} message StructFieldValue message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        StructFieldValue.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.name != null && Object.hasOwnProperty.call(message, "name"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.name);
+                            if (message.value != null && Object.hasOwnProperty.call(message, "value"))
+                                $root.google.cloud.aiplatform.v1beta1.FeatureValue.encode(message.value, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified StructFieldValue message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.StructFieldValue.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IStructFieldValue} message StructFieldValue message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        StructFieldValue.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a StructFieldValue message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.StructFieldValue} StructFieldValue
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        StructFieldValue.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.StructFieldValue();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.name = reader.string();
+                                        break;
+                                    }
+                                case 2: {
+                                        message.value = $root.google.cloud.aiplatform.v1beta1.FeatureValue.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a StructFieldValue message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.StructFieldValue} StructFieldValue
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        StructFieldValue.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a StructFieldValue message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        StructFieldValue.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                if (!$util.isString(message.name))
+                                    return "name: string expected";
+                            if (message.value != null && message.hasOwnProperty("value")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.FeatureValue.verify(message.value);
+                                if (error)
+                                    return "value." + error;
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a StructFieldValue message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.StructFieldValue} StructFieldValue
+                         */
+                        StructFieldValue.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.StructFieldValue)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.StructFieldValue();
+                            if (object.name != null)
+                                message.name = String(object.name);
+                            if (object.value != null) {
+                                if (typeof object.value !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.StructFieldValue.value: object expected");
+                                message.value = $root.google.cloud.aiplatform.v1beta1.FeatureValue.fromObject(object.value);
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a StructFieldValue message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.StructFieldValue} message StructFieldValue
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        StructFieldValue.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                object.name = "";
+                                object.value = null;
+                            }
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                object.name = message.name;
+                            if (message.value != null && message.hasOwnProperty("value"))
+                                object.value = $root.google.cloud.aiplatform.v1beta1.FeatureValue.toObject(message.value, options);
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this StructFieldValue to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        StructFieldValue.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for StructFieldValue
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.StructFieldValue
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        StructFieldValue.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.StructFieldValue";
+                        };
+    
+                        return StructFieldValue;
+                    })();
+    
                     v1beta1.FeatureValueList = (function() {
     
                         /**
@@ -140015,6 +141173,1579 @@
                         return Featurestore;
                     })();
     
+                    v1beta1.GenAiCacheService = (function() {
+    
+                        /**
+                         * Constructs a new GenAiCacheService service.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a GenAiCacheService
+                         * @extends $protobuf.rpc.Service
+                         * @constructor
+                         * @param {$protobuf.RPCImpl} rpcImpl RPC implementation
+                         * @param {boolean} [requestDelimited=false] Whether requests are length-delimited
+                         * @param {boolean} [responseDelimited=false] Whether responses are length-delimited
+                         */
+                        function GenAiCacheService(rpcImpl, requestDelimited, responseDelimited) {
+                            $protobuf.rpc.Service.call(this, rpcImpl, requestDelimited, responseDelimited);
+                        }
+    
+                        (GenAiCacheService.prototype = Object.create($protobuf.rpc.Service.prototype)).constructor = GenAiCacheService;
+    
+                        /**
+                         * Creates new GenAiCacheService service using the specified rpc implementation.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @static
+                         * @param {$protobuf.RPCImpl} rpcImpl RPC implementation
+                         * @param {boolean} [requestDelimited=false] Whether requests are length-delimited
+                         * @param {boolean} [responseDelimited=false] Whether responses are length-delimited
+                         * @returns {GenAiCacheService} RPC service. Useful where requests and/or responses are streamed.
+                         */
+                        GenAiCacheService.create = function create(rpcImpl, requestDelimited, responseDelimited) {
+                            return new this(rpcImpl, requestDelimited, responseDelimited);
+                        };
+    
+                        /**
+                         * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|createCachedContent}.
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @typedef CreateCachedContentCallback
+                         * @type {function}
+                         * @param {Error|null} error Error, if any
+                         * @param {google.cloud.aiplatform.v1beta1.CachedContent} [response] CachedContent
+                         */
+    
+                        /**
+                         * Calls CreateCachedContent.
+                         * @function createCachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest} request CreateCachedContentRequest message or plain object
+                         * @param {google.cloud.aiplatform.v1beta1.GenAiCacheService.CreateCachedContentCallback} callback Node-style callback called with the error, if any, and CachedContent
+                         * @returns {undefined}
+                         * @variation 1
+                         */
+                        Object.defineProperty(GenAiCacheService.prototype.createCachedContent = function createCachedContent(request, callback) {
+                            return this.rpcCall(createCachedContent, $root.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest, $root.google.cloud.aiplatform.v1beta1.CachedContent, request, callback);
+                        }, "name", { value: "CreateCachedContent" });
+    
+                        /**
+                         * Calls CreateCachedContent.
+                         * @function createCachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest} request CreateCachedContentRequest message or plain object
+                         * @returns {Promise<google.cloud.aiplatform.v1beta1.CachedContent>} Promise
+                         * @variation 2
+                         */
+    
+                        /**
+                         * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|getCachedContent}.
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @typedef GetCachedContentCallback
+                         * @type {function}
+                         * @param {Error|null} error Error, if any
+                         * @param {google.cloud.aiplatform.v1beta1.CachedContent} [response] CachedContent
+                         */
+    
+                        /**
+                         * Calls GetCachedContent.
+                         * @function getCachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IGetCachedContentRequest} request GetCachedContentRequest message or plain object
+                         * @param {google.cloud.aiplatform.v1beta1.GenAiCacheService.GetCachedContentCallback} callback Node-style callback called with the error, if any, and CachedContent
+                         * @returns {undefined}
+                         * @variation 1
+                         */
+                        Object.defineProperty(GenAiCacheService.prototype.getCachedContent = function getCachedContent(request, callback) {
+                            return this.rpcCall(getCachedContent, $root.google.cloud.aiplatform.v1beta1.GetCachedContentRequest, $root.google.cloud.aiplatform.v1beta1.CachedContent, request, callback);
+                        }, "name", { value: "GetCachedContent" });
+    
+                        /**
+                         * Calls GetCachedContent.
+                         * @function getCachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IGetCachedContentRequest} request GetCachedContentRequest message or plain object
+                         * @returns {Promise<google.cloud.aiplatform.v1beta1.CachedContent>} Promise
+                         * @variation 2
+                         */
+    
+                        /**
+                         * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|updateCachedContent}.
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @typedef UpdateCachedContentCallback
+                         * @type {function}
+                         * @param {Error|null} error Error, if any
+                         * @param {google.cloud.aiplatform.v1beta1.CachedContent} [response] CachedContent
+                         */
+    
+                        /**
+                         * Calls UpdateCachedContent.
+                         * @function updateCachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest} request UpdateCachedContentRequest message or plain object
+                         * @param {google.cloud.aiplatform.v1beta1.GenAiCacheService.UpdateCachedContentCallback} callback Node-style callback called with the error, if any, and CachedContent
+                         * @returns {undefined}
+                         * @variation 1
+                         */
+                        Object.defineProperty(GenAiCacheService.prototype.updateCachedContent = function updateCachedContent(request, callback) {
+                            return this.rpcCall(updateCachedContent, $root.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest, $root.google.cloud.aiplatform.v1beta1.CachedContent, request, callback);
+                        }, "name", { value: "UpdateCachedContent" });
+    
+                        /**
+                         * Calls UpdateCachedContent.
+                         * @function updateCachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest} request UpdateCachedContentRequest message or plain object
+                         * @returns {Promise<google.cloud.aiplatform.v1beta1.CachedContent>} Promise
+                         * @variation 2
+                         */
+    
+                        /**
+                         * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|deleteCachedContent}.
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @typedef DeleteCachedContentCallback
+                         * @type {function}
+                         * @param {Error|null} error Error, if any
+                         * @param {google.protobuf.Empty} [response] Empty
+                         */
+    
+                        /**
+                         * Calls DeleteCachedContent.
+                         * @function deleteCachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest} request DeleteCachedContentRequest message or plain object
+                         * @param {google.cloud.aiplatform.v1beta1.GenAiCacheService.DeleteCachedContentCallback} callback Node-style callback called with the error, if any, and Empty
+                         * @returns {undefined}
+                         * @variation 1
+                         */
+                        Object.defineProperty(GenAiCacheService.prototype.deleteCachedContent = function deleteCachedContent(request, callback) {
+                            return this.rpcCall(deleteCachedContent, $root.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest, $root.google.protobuf.Empty, request, callback);
+                        }, "name", { value: "DeleteCachedContent" });
+    
+                        /**
+                         * Calls DeleteCachedContent.
+                         * @function deleteCachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest} request DeleteCachedContentRequest message or plain object
+                         * @returns {Promise<google.protobuf.Empty>} Promise
+                         * @variation 2
+                         */
+    
+                        /**
+                         * Callback as used by {@link google.cloud.aiplatform.v1beta1.GenAiCacheService|listCachedContents}.
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @typedef ListCachedContentsCallback
+                         * @type {function}
+                         * @param {Error|null} error Error, if any
+                         * @param {google.cloud.aiplatform.v1beta1.ListCachedContentsResponse} [response] ListCachedContentsResponse
+                         */
+    
+                        /**
+                         * Calls ListCachedContents.
+                         * @function listCachedContents
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsRequest} request ListCachedContentsRequest message or plain object
+                         * @param {google.cloud.aiplatform.v1beta1.GenAiCacheService.ListCachedContentsCallback} callback Node-style callback called with the error, if any, and ListCachedContentsResponse
+                         * @returns {undefined}
+                         * @variation 1
+                         */
+                        Object.defineProperty(GenAiCacheService.prototype.listCachedContents = function listCachedContents(request, callback) {
+                            return this.rpcCall(listCachedContents, $root.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest, $root.google.cloud.aiplatform.v1beta1.ListCachedContentsResponse, request, callback);
+                        }, "name", { value: "ListCachedContents" });
+    
+                        /**
+                         * Calls ListCachedContents.
+                         * @function listCachedContents
+                         * @memberof google.cloud.aiplatform.v1beta1.GenAiCacheService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsRequest} request ListCachedContentsRequest message or plain object
+                         * @returns {Promise<google.cloud.aiplatform.v1beta1.ListCachedContentsResponse>} Promise
+                         * @variation 2
+                         */
+    
+                        return GenAiCacheService;
+                    })();
+    
+                    v1beta1.CreateCachedContentRequest = (function() {
+    
+                        /**
+                         * Properties of a CreateCachedContentRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface ICreateCachedContentRequest
+                         * @property {string|null} [parent] CreateCachedContentRequest parent
+                         * @property {google.cloud.aiplatform.v1beta1.ICachedContent|null} [cachedContent] CreateCachedContentRequest cachedContent
+                         */
+    
+                        /**
+                         * Constructs a new CreateCachedContentRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a CreateCachedContentRequest.
+                         * @implements ICreateCachedContentRequest
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest=} [properties] Properties to set
+                         */
+                        function CreateCachedContentRequest(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * CreateCachedContentRequest parent.
+                         * @member {string} parent
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @instance
+                         */
+                        CreateCachedContentRequest.prototype.parent = "";
+    
+                        /**
+                         * CreateCachedContentRequest cachedContent.
+                         * @member {google.cloud.aiplatform.v1beta1.ICachedContent|null|undefined} cachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @instance
+                         */
+                        CreateCachedContentRequest.prototype.cachedContent = null;
+    
+                        /**
+                         * Creates a new CreateCachedContentRequest instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.CreateCachedContentRequest} CreateCachedContentRequest instance
+                         */
+                        CreateCachedContentRequest.create = function create(properties) {
+                            return new CreateCachedContentRequest(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified CreateCachedContentRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CreateCachedContentRequest.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest} message CreateCachedContentRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        CreateCachedContentRequest.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.parent != null && Object.hasOwnProperty.call(message, "parent"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.parent);
+                            if (message.cachedContent != null && Object.hasOwnProperty.call(message, "cachedContent"))
+                                $root.google.cloud.aiplatform.v1beta1.CachedContent.encode(message.cachedContent, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified CreateCachedContentRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CreateCachedContentRequest.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest} message CreateCachedContentRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        CreateCachedContentRequest.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a CreateCachedContentRequest message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.CreateCachedContentRequest} CreateCachedContentRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        CreateCachedContentRequest.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.parent = reader.string();
+                                        break;
+                                    }
+                                case 2: {
+                                        message.cachedContent = $root.google.cloud.aiplatform.v1beta1.CachedContent.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a CreateCachedContentRequest message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.CreateCachedContentRequest} CreateCachedContentRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        CreateCachedContentRequest.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a CreateCachedContentRequest message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        CreateCachedContentRequest.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.parent != null && message.hasOwnProperty("parent"))
+                                if (!$util.isString(message.parent))
+                                    return "parent: string expected";
+                            if (message.cachedContent != null && message.hasOwnProperty("cachedContent")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.CachedContent.verify(message.cachedContent);
+                                if (error)
+                                    return "cachedContent." + error;
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a CreateCachedContentRequest message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.CreateCachedContentRequest} CreateCachedContentRequest
+                         */
+                        CreateCachedContentRequest.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest();
+                            if (object.parent != null)
+                                message.parent = String(object.parent);
+                            if (object.cachedContent != null) {
+                                if (typeof object.cachedContent !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CreateCachedContentRequest.cachedContent: object expected");
+                                message.cachedContent = $root.google.cloud.aiplatform.v1beta1.CachedContent.fromObject(object.cachedContent);
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a CreateCachedContentRequest message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.CreateCachedContentRequest} message CreateCachedContentRequest
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        CreateCachedContentRequest.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                object.parent = "";
+                                object.cachedContent = null;
+                            }
+                            if (message.parent != null && message.hasOwnProperty("parent"))
+                                object.parent = message.parent;
+                            if (message.cachedContent != null && message.hasOwnProperty("cachedContent"))
+                                object.cachedContent = $root.google.cloud.aiplatform.v1beta1.CachedContent.toObject(message.cachedContent, options);
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this CreateCachedContentRequest to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        CreateCachedContentRequest.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for CreateCachedContentRequest
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateCachedContentRequest
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        CreateCachedContentRequest.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.CreateCachedContentRequest";
+                        };
+    
+                        return CreateCachedContentRequest;
+                    })();
+    
+                    v1beta1.GetCachedContentRequest = (function() {
+    
+                        /**
+                         * Properties of a GetCachedContentRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IGetCachedContentRequest
+                         * @property {string|null} [name] GetCachedContentRequest name
+                         */
+    
+                        /**
+                         * Constructs a new GetCachedContentRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a GetCachedContentRequest.
+                         * @implements IGetCachedContentRequest
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IGetCachedContentRequest=} [properties] Properties to set
+                         */
+                        function GetCachedContentRequest(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * GetCachedContentRequest name.
+                         * @member {string} name
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @instance
+                         */
+                        GetCachedContentRequest.prototype.name = "";
+    
+                        /**
+                         * Creates a new GetCachedContentRequest instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IGetCachedContentRequest=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.GetCachedContentRequest} GetCachedContentRequest instance
+                         */
+                        GetCachedContentRequest.create = function create(properties) {
+                            return new GetCachedContentRequest(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified GetCachedContentRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.GetCachedContentRequest.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IGetCachedContentRequest} message GetCachedContentRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        GetCachedContentRequest.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.name != null && Object.hasOwnProperty.call(message, "name"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.name);
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified GetCachedContentRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.GetCachedContentRequest.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IGetCachedContentRequest} message GetCachedContentRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        GetCachedContentRequest.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a GetCachedContentRequest message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.GetCachedContentRequest} GetCachedContentRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        GetCachedContentRequest.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.GetCachedContentRequest();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.name = reader.string();
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a GetCachedContentRequest message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.GetCachedContentRequest} GetCachedContentRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        GetCachedContentRequest.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a GetCachedContentRequest message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        GetCachedContentRequest.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                if (!$util.isString(message.name))
+                                    return "name: string expected";
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a GetCachedContentRequest message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.GetCachedContentRequest} GetCachedContentRequest
+                         */
+                        GetCachedContentRequest.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.GetCachedContentRequest)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.GetCachedContentRequest();
+                            if (object.name != null)
+                                message.name = String(object.name);
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a GetCachedContentRequest message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.GetCachedContentRequest} message GetCachedContentRequest
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        GetCachedContentRequest.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults)
+                                object.name = "";
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                object.name = message.name;
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this GetCachedContentRequest to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        GetCachedContentRequest.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for GetCachedContentRequest
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.GetCachedContentRequest
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        GetCachedContentRequest.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.GetCachedContentRequest";
+                        };
+    
+                        return GetCachedContentRequest;
+                    })();
+    
+                    v1beta1.UpdateCachedContentRequest = (function() {
+    
+                        /**
+                         * Properties of an UpdateCachedContentRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IUpdateCachedContentRequest
+                         * @property {google.cloud.aiplatform.v1beta1.ICachedContent|null} [cachedContent] UpdateCachedContentRequest cachedContent
+                         * @property {google.protobuf.IFieldMask|null} [updateMask] UpdateCachedContentRequest updateMask
+                         */
+    
+                        /**
+                         * Constructs a new UpdateCachedContentRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents an UpdateCachedContentRequest.
+                         * @implements IUpdateCachedContentRequest
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest=} [properties] Properties to set
+                         */
+                        function UpdateCachedContentRequest(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * UpdateCachedContentRequest cachedContent.
+                         * @member {google.cloud.aiplatform.v1beta1.ICachedContent|null|undefined} cachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @instance
+                         */
+                        UpdateCachedContentRequest.prototype.cachedContent = null;
+    
+                        /**
+                         * UpdateCachedContentRequest updateMask.
+                         * @member {google.protobuf.IFieldMask|null|undefined} updateMask
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @instance
+                         */
+                        UpdateCachedContentRequest.prototype.updateMask = null;
+    
+                        /**
+                         * Creates a new UpdateCachedContentRequest instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest} UpdateCachedContentRequest instance
+                         */
+                        UpdateCachedContentRequest.create = function create(properties) {
+                            return new UpdateCachedContentRequest(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified UpdateCachedContentRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest} message UpdateCachedContentRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        UpdateCachedContentRequest.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.cachedContent != null && Object.hasOwnProperty.call(message, "cachedContent"))
+                                $root.google.cloud.aiplatform.v1beta1.CachedContent.encode(message.cachedContent, writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            if (message.updateMask != null && Object.hasOwnProperty.call(message, "updateMask"))
+                                $root.google.protobuf.FieldMask.encode(message.updateMask, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified UpdateCachedContentRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest} message UpdateCachedContentRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        UpdateCachedContentRequest.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes an UpdateCachedContentRequest message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest} UpdateCachedContentRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        UpdateCachedContentRequest.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.cachedContent = $root.google.cloud.aiplatform.v1beta1.CachedContent.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 2: {
+                                        message.updateMask = $root.google.protobuf.FieldMask.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes an UpdateCachedContentRequest message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest} UpdateCachedContentRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        UpdateCachedContentRequest.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies an UpdateCachedContentRequest message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        UpdateCachedContentRequest.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.cachedContent != null && message.hasOwnProperty("cachedContent")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.CachedContent.verify(message.cachedContent);
+                                if (error)
+                                    return "cachedContent." + error;
+                            }
+                            if (message.updateMask != null && message.hasOwnProperty("updateMask")) {
+                                var error = $root.google.protobuf.FieldMask.verify(message.updateMask);
+                                if (error)
+                                    return "updateMask." + error;
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates an UpdateCachedContentRequest message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest} UpdateCachedContentRequest
+                         */
+                        UpdateCachedContentRequest.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest();
+                            if (object.cachedContent != null) {
+                                if (typeof object.cachedContent !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest.cachedContent: object expected");
+                                message.cachedContent = $root.google.cloud.aiplatform.v1beta1.CachedContent.fromObject(object.cachedContent);
+                            }
+                            if (object.updateMask != null) {
+                                if (typeof object.updateMask !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest.updateMask: object expected");
+                                message.updateMask = $root.google.protobuf.FieldMask.fromObject(object.updateMask);
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from an UpdateCachedContentRequest message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest} message UpdateCachedContentRequest
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        UpdateCachedContentRequest.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                object.cachedContent = null;
+                                object.updateMask = null;
+                            }
+                            if (message.cachedContent != null && message.hasOwnProperty("cachedContent"))
+                                object.cachedContent = $root.google.cloud.aiplatform.v1beta1.CachedContent.toObject(message.cachedContent, options);
+                            if (message.updateMask != null && message.hasOwnProperty("updateMask"))
+                                object.updateMask = $root.google.protobuf.FieldMask.toObject(message.updateMask, options);
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this UpdateCachedContentRequest to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        UpdateCachedContentRequest.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for UpdateCachedContentRequest
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        UpdateCachedContentRequest.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest";
+                        };
+    
+                        return UpdateCachedContentRequest;
+                    })();
+    
+                    v1beta1.DeleteCachedContentRequest = (function() {
+    
+                        /**
+                         * Properties of a DeleteCachedContentRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IDeleteCachedContentRequest
+                         * @property {string|null} [name] DeleteCachedContentRequest name
+                         */
+    
+                        /**
+                         * Constructs a new DeleteCachedContentRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a DeleteCachedContentRequest.
+                         * @implements IDeleteCachedContentRequest
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest=} [properties] Properties to set
+                         */
+                        function DeleteCachedContentRequest(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * DeleteCachedContentRequest name.
+                         * @member {string} name
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @instance
+                         */
+                        DeleteCachedContentRequest.prototype.name = "";
+    
+                        /**
+                         * Creates a new DeleteCachedContentRequest instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest} DeleteCachedContentRequest instance
+                         */
+                        DeleteCachedContentRequest.create = function create(properties) {
+                            return new DeleteCachedContentRequest(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified DeleteCachedContentRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest} message DeleteCachedContentRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        DeleteCachedContentRequest.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.name != null && Object.hasOwnProperty.call(message, "name"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.name);
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified DeleteCachedContentRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest} message DeleteCachedContentRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        DeleteCachedContentRequest.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a DeleteCachedContentRequest message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest} DeleteCachedContentRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        DeleteCachedContentRequest.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.name = reader.string();
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a DeleteCachedContentRequest message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest} DeleteCachedContentRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        DeleteCachedContentRequest.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a DeleteCachedContentRequest message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        DeleteCachedContentRequest.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                if (!$util.isString(message.name))
+                                    return "name: string expected";
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a DeleteCachedContentRequest message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest} DeleteCachedContentRequest
+                         */
+                        DeleteCachedContentRequest.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest();
+                            if (object.name != null)
+                                message.name = String(object.name);
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a DeleteCachedContentRequest message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest} message DeleteCachedContentRequest
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        DeleteCachedContentRequest.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults)
+                                object.name = "";
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                object.name = message.name;
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this DeleteCachedContentRequest to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        DeleteCachedContentRequest.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for DeleteCachedContentRequest
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        DeleteCachedContentRequest.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest";
+                        };
+    
+                        return DeleteCachedContentRequest;
+                    })();
+    
+                    v1beta1.ListCachedContentsRequest = (function() {
+    
+                        /**
+                         * Properties of a ListCachedContentsRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IListCachedContentsRequest
+                         * @property {string|null} [parent] ListCachedContentsRequest parent
+                         * @property {number|null} [pageSize] ListCachedContentsRequest pageSize
+                         * @property {string|null} [pageToken] ListCachedContentsRequest pageToken
+                         */
+    
+                        /**
+                         * Constructs a new ListCachedContentsRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a ListCachedContentsRequest.
+                         * @implements IListCachedContentsRequest
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsRequest=} [properties] Properties to set
+                         */
+                        function ListCachedContentsRequest(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * ListCachedContentsRequest parent.
+                         * @member {string} parent
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @instance
+                         */
+                        ListCachedContentsRequest.prototype.parent = "";
+    
+                        /**
+                         * ListCachedContentsRequest pageSize.
+                         * @member {number} pageSize
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @instance
+                         */
+                        ListCachedContentsRequest.prototype.pageSize = 0;
+    
+                        /**
+                         * ListCachedContentsRequest pageToken.
+                         * @member {string} pageToken
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @instance
+                         */
+                        ListCachedContentsRequest.prototype.pageToken = "";
+    
+                        /**
+                         * Creates a new ListCachedContentsRequest instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsRequest=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.ListCachedContentsRequest} ListCachedContentsRequest instance
+                         */
+                        ListCachedContentsRequest.create = function create(properties) {
+                            return new ListCachedContentsRequest(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified ListCachedContentsRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ListCachedContentsRequest.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsRequest} message ListCachedContentsRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        ListCachedContentsRequest.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.parent != null && Object.hasOwnProperty.call(message, "parent"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.parent);
+                            if (message.pageSize != null && Object.hasOwnProperty.call(message, "pageSize"))
+                                writer.uint32(/* id 2, wireType 0 =*/16).int32(message.pageSize);
+                            if (message.pageToken != null && Object.hasOwnProperty.call(message, "pageToken"))
+                                writer.uint32(/* id 3, wireType 2 =*/26).string(message.pageToken);
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified ListCachedContentsRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ListCachedContentsRequest.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsRequest} message ListCachedContentsRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        ListCachedContentsRequest.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a ListCachedContentsRequest message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.ListCachedContentsRequest} ListCachedContentsRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        ListCachedContentsRequest.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.parent = reader.string();
+                                        break;
+                                    }
+                                case 2: {
+                                        message.pageSize = reader.int32();
+                                        break;
+                                    }
+                                case 3: {
+                                        message.pageToken = reader.string();
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a ListCachedContentsRequest message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.ListCachedContentsRequest} ListCachedContentsRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        ListCachedContentsRequest.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a ListCachedContentsRequest message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        ListCachedContentsRequest.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.parent != null && message.hasOwnProperty("parent"))
+                                if (!$util.isString(message.parent))
+                                    return "parent: string expected";
+                            if (message.pageSize != null && message.hasOwnProperty("pageSize"))
+                                if (!$util.isInteger(message.pageSize))
+                                    return "pageSize: integer expected";
+                            if (message.pageToken != null && message.hasOwnProperty("pageToken"))
+                                if (!$util.isString(message.pageToken))
+                                    return "pageToken: string expected";
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a ListCachedContentsRequest message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.ListCachedContentsRequest} ListCachedContentsRequest
+                         */
+                        ListCachedContentsRequest.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest();
+                            if (object.parent != null)
+                                message.parent = String(object.parent);
+                            if (object.pageSize != null)
+                                message.pageSize = object.pageSize | 0;
+                            if (object.pageToken != null)
+                                message.pageToken = String(object.pageToken);
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a ListCachedContentsRequest message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ListCachedContentsRequest} message ListCachedContentsRequest
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        ListCachedContentsRequest.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                object.parent = "";
+                                object.pageSize = 0;
+                                object.pageToken = "";
+                            }
+                            if (message.parent != null && message.hasOwnProperty("parent"))
+                                object.parent = message.parent;
+                            if (message.pageSize != null && message.hasOwnProperty("pageSize"))
+                                object.pageSize = message.pageSize;
+                            if (message.pageToken != null && message.hasOwnProperty("pageToken"))
+                                object.pageToken = message.pageToken;
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this ListCachedContentsRequest to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        ListCachedContentsRequest.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for ListCachedContentsRequest
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsRequest
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        ListCachedContentsRequest.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.ListCachedContentsRequest";
+                        };
+    
+                        return ListCachedContentsRequest;
+                    })();
+    
+                    v1beta1.ListCachedContentsResponse = (function() {
+    
+                        /**
+                         * Properties of a ListCachedContentsResponse.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IListCachedContentsResponse
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.ICachedContent>|null} [cachedContents] ListCachedContentsResponse cachedContents
+                         * @property {string|null} [nextPageToken] ListCachedContentsResponse nextPageToken
+                         */
+    
+                        /**
+                         * Constructs a new ListCachedContentsResponse.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a ListCachedContentsResponse.
+                         * @implements IListCachedContentsResponse
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsResponse=} [properties] Properties to set
+                         */
+                        function ListCachedContentsResponse(properties) {
+                            this.cachedContents = [];
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * ListCachedContentsResponse cachedContents.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.ICachedContent>} cachedContents
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @instance
+                         */
+                        ListCachedContentsResponse.prototype.cachedContents = $util.emptyArray;
+    
+                        /**
+                         * ListCachedContentsResponse nextPageToken.
+                         * @member {string} nextPageToken
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @instance
+                         */
+                        ListCachedContentsResponse.prototype.nextPageToken = "";
+    
+                        /**
+                         * Creates a new ListCachedContentsResponse instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsResponse=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.ListCachedContentsResponse} ListCachedContentsResponse instance
+                         */
+                        ListCachedContentsResponse.create = function create(properties) {
+                            return new ListCachedContentsResponse(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified ListCachedContentsResponse message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ListCachedContentsResponse.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsResponse} message ListCachedContentsResponse message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        ListCachedContentsResponse.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.cachedContents != null && message.cachedContents.length)
+                                for (var i = 0; i < message.cachedContents.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.CachedContent.encode(message.cachedContents[i], writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            if (message.nextPageToken != null && Object.hasOwnProperty.call(message, "nextPageToken"))
+                                writer.uint32(/* id 2, wireType 2 =*/18).string(message.nextPageToken);
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified ListCachedContentsResponse message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ListCachedContentsResponse.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IListCachedContentsResponse} message ListCachedContentsResponse message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        ListCachedContentsResponse.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a ListCachedContentsResponse message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.ListCachedContentsResponse} ListCachedContentsResponse
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        ListCachedContentsResponse.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.ListCachedContentsResponse();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        if (!(message.cachedContents && message.cachedContents.length))
+                                            message.cachedContents = [];
+                                        message.cachedContents.push($root.google.cloud.aiplatform.v1beta1.CachedContent.decode(reader, reader.uint32()));
+                                        break;
+                                    }
+                                case 2: {
+                                        message.nextPageToken = reader.string();
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a ListCachedContentsResponse message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.ListCachedContentsResponse} ListCachedContentsResponse
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        ListCachedContentsResponse.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a ListCachedContentsResponse message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        ListCachedContentsResponse.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.cachedContents != null && message.hasOwnProperty("cachedContents")) {
+                                if (!Array.isArray(message.cachedContents))
+                                    return "cachedContents: array expected";
+                                for (var i = 0; i < message.cachedContents.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.CachedContent.verify(message.cachedContents[i]);
+                                    if (error)
+                                        return "cachedContents." + error;
+                                }
+                            }
+                            if (message.nextPageToken != null && message.hasOwnProperty("nextPageToken"))
+                                if (!$util.isString(message.nextPageToken))
+                                    return "nextPageToken: string expected";
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a ListCachedContentsResponse message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.ListCachedContentsResponse} ListCachedContentsResponse
+                         */
+                        ListCachedContentsResponse.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.ListCachedContentsResponse)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.ListCachedContentsResponse();
+                            if (object.cachedContents) {
+                                if (!Array.isArray(object.cachedContents))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.ListCachedContentsResponse.cachedContents: array expected");
+                                message.cachedContents = [];
+                                for (var i = 0; i < object.cachedContents.length; ++i) {
+                                    if (typeof object.cachedContents[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.ListCachedContentsResponse.cachedContents: object expected");
+                                    message.cachedContents[i] = $root.google.cloud.aiplatform.v1beta1.CachedContent.fromObject(object.cachedContents[i]);
+                                }
+                            }
+                            if (object.nextPageToken != null)
+                                message.nextPageToken = String(object.nextPageToken);
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a ListCachedContentsResponse message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ListCachedContentsResponse} message ListCachedContentsResponse
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        ListCachedContentsResponse.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.arrays || options.defaults)
+                                object.cachedContents = [];
+                            if (options.defaults)
+                                object.nextPageToken = "";
+                            if (message.cachedContents && message.cachedContents.length) {
+                                object.cachedContents = [];
+                                for (var j = 0; j < message.cachedContents.length; ++j)
+                                    object.cachedContents[j] = $root.google.cloud.aiplatform.v1beta1.CachedContent.toObject(message.cachedContents[j], options);
+                            }
+                            if (message.nextPageToken != null && message.hasOwnProperty("nextPageToken"))
+                                object.nextPageToken = message.nextPageToken;
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this ListCachedContentsResponse to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        ListCachedContentsResponse.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for ListCachedContentsResponse
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.ListCachedContentsResponse
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        ListCachedContentsResponse.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.ListCachedContentsResponse";
+                        };
+    
+                        return ListCachedContentsResponse;
+                    })();
+    
                     v1beta1.GenAiTuningService = (function() {
     
                         /**
@@ -153363,6 +156094,7 @@
                          * @interface IIndexDatapoint
                          * @property {string|null} [datapointId] IndexDatapoint datapointId
                          * @property {Array.<number>|null} [featureVector] IndexDatapoint featureVector
+                         * @property {google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding|null} [sparseEmbedding] IndexDatapoint sparseEmbedding
                          * @property {Array.<google.cloud.aiplatform.v1beta1.IndexDatapoint.IRestriction>|null} [restricts] IndexDatapoint restricts
                          * @property {Array.<google.cloud.aiplatform.v1beta1.IndexDatapoint.INumericRestriction>|null} [numericRestricts] IndexDatapoint numericRestricts
                          * @property {google.cloud.aiplatform.v1beta1.IndexDatapoint.ICrowdingTag|null} [crowdingTag] IndexDatapoint crowdingTag
@@ -153402,6 +156134,14 @@
                          */
                         IndexDatapoint.prototype.featureVector = $util.emptyArray;
     
+                        /**
+                         * IndexDatapoint sparseEmbedding.
+                         * @member {google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding|null|undefined} sparseEmbedding
+                         * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint
+                         * @instance
+                         */
+                        IndexDatapoint.prototype.sparseEmbedding = null;
+    
                         /**
                          * IndexDatapoint restricts.
                          * @member {Array.<google.cloud.aiplatform.v1beta1.IndexDatapoint.IRestriction>} restricts
@@ -153466,6 +156206,8 @@
                             if (message.numericRestricts != null && message.numericRestricts.length)
                                 for (var i = 0; i < message.numericRestricts.length; ++i)
                                     $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.NumericRestriction.encode(message.numericRestricts[i], writer.uint32(/* id 6, wireType 2 =*/50).fork()).ldelim();
+                            if (message.sparseEmbedding != null && Object.hasOwnProperty.call(message, "sparseEmbedding"))
+                                $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.encode(message.sparseEmbedding, writer.uint32(/* id 7, wireType 2 =*/58).fork()).ldelim();
                             return writer;
                         };
     
@@ -153515,6 +156257,10 @@
                                             message.featureVector.push(reader.float());
                                         break;
                                     }
+                                case 7: {
+                                        message.sparseEmbedding = $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 4: {
                                         if (!(message.restricts && message.restricts.length))
                                             message.restricts = [];
@@ -153576,6 +156322,11 @@
                                     if (typeof message.featureVector[i] !== "number")
                                         return "featureVector: number[] expected";
                             }
+                            if (message.sparseEmbedding != null && message.hasOwnProperty("sparseEmbedding")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.verify(message.sparseEmbedding);
+                                if (error)
+                                    return "sparseEmbedding." + error;
+                            }
                             if (message.restricts != null && message.hasOwnProperty("restricts")) {
                                 if (!Array.isArray(message.restricts))
                                     return "restricts: array expected";
@@ -153623,6 +156374,11 @@
                                 for (var i = 0; i < object.featureVector.length; ++i)
                                     message.featureVector[i] = Number(object.featureVector[i]);
                             }
+                            if (object.sparseEmbedding != null) {
+                                if (typeof object.sparseEmbedding !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.IndexDatapoint.sparseEmbedding: object expected");
+                                message.sparseEmbedding = $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.fromObject(object.sparseEmbedding);
+                            }
                             if (object.restricts) {
                                 if (!Array.isArray(object.restricts))
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.IndexDatapoint.restricts: array expected");
@@ -153672,6 +156428,7 @@
                             if (options.defaults) {
                                 object.datapointId = "";
                                 object.crowdingTag = null;
+                                object.sparseEmbedding = null;
                             }
                             if (message.datapointId != null && message.hasOwnProperty("datapointId"))
                                 object.datapointId = message.datapointId;
@@ -153692,6 +156449,8 @@
                                 for (var j = 0; j < message.numericRestricts.length; ++j)
                                     object.numericRestricts[j] = $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.NumericRestriction.toObject(message.numericRestricts[j], options);
                             }
+                            if (message.sparseEmbedding != null && message.hasOwnProperty("sparseEmbedding"))
+                                object.sparseEmbedding = $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.toObject(message.sparseEmbedding, options);
                             return object;
                         };
     
@@ -153721,6 +156480,291 @@
                             return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.IndexDatapoint";
                         };
     
+                        IndexDatapoint.SparseEmbedding = (function() {
+    
+                            /**
+                             * Properties of a SparseEmbedding.
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint
+                             * @interface ISparseEmbedding
+                             * @property {Array.<number>|null} [values] SparseEmbedding values
+                             * @property {Array.<number|Long>|null} [dimensions] SparseEmbedding dimensions
+                             */
+    
+                            /**
+                             * Constructs a new SparseEmbedding.
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint
+                             * @classdesc Represents a SparseEmbedding.
+                             * @implements ISparseEmbedding
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding=} [properties] Properties to set
+                             */
+                            function SparseEmbedding(properties) {
+                                this.values = [];
+                                this.dimensions = [];
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * SparseEmbedding values.
+                             * @member {Array.<number>} values
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @instance
+                             */
+                            SparseEmbedding.prototype.values = $util.emptyArray;
+    
+                            /**
+                             * SparseEmbedding dimensions.
+                             * @member {Array.<number|Long>} dimensions
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @instance
+                             */
+                            SparseEmbedding.prototype.dimensions = $util.emptyArray;
+    
+                            /**
+                             * Creates a new SparseEmbedding instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding} SparseEmbedding instance
+                             */
+                            SparseEmbedding.create = function create(properties) {
+                                return new SparseEmbedding(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified SparseEmbedding message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding} message SparseEmbedding message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            SparseEmbedding.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.values != null && message.values.length) {
+                                    writer.uint32(/* id 1, wireType 2 =*/10).fork();
+                                    for (var i = 0; i < message.values.length; ++i)
+                                        writer.float(message.values[i]);
+                                    writer.ldelim();
+                                }
+                                if (message.dimensions != null && message.dimensions.length) {
+                                    writer.uint32(/* id 2, wireType 2 =*/18).fork();
+                                    for (var i = 0; i < message.dimensions.length; ++i)
+                                        writer.int64(message.dimensions[i]);
+                                    writer.ldelim();
+                                }
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified SparseEmbedding message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.IndexDatapoint.ISparseEmbedding} message SparseEmbedding message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            SparseEmbedding.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a SparseEmbedding message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding} SparseEmbedding
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            SparseEmbedding.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            if (!(message.values && message.values.length))
+                                                message.values = [];
+                                            if ((tag & 7) === 2) {
+                                                var end2 = reader.uint32() + reader.pos;
+                                                while (reader.pos < end2)
+                                                    message.values.push(reader.float());
+                                            } else
+                                                message.values.push(reader.float());
+                                            break;
+                                        }
+                                    case 2: {
+                                            if (!(message.dimensions && message.dimensions.length))
+                                                message.dimensions = [];
+                                            if ((tag & 7) === 2) {
+                                                var end2 = reader.uint32() + reader.pos;
+                                                while (reader.pos < end2)
+                                                    message.dimensions.push(reader.int64());
+                                            } else
+                                                message.dimensions.push(reader.int64());
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a SparseEmbedding message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding} SparseEmbedding
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            SparseEmbedding.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a SparseEmbedding message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            SparseEmbedding.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                if (message.values != null && message.hasOwnProperty("values")) {
+                                    if (!Array.isArray(message.values))
+                                        return "values: array expected";
+                                    for (var i = 0; i < message.values.length; ++i)
+                                        if (typeof message.values[i] !== "number")
+                                            return "values: number[] expected";
+                                }
+                                if (message.dimensions != null && message.hasOwnProperty("dimensions")) {
+                                    if (!Array.isArray(message.dimensions))
+                                        return "dimensions: array expected";
+                                    for (var i = 0; i < message.dimensions.length; ++i)
+                                        if (!$util.isInteger(message.dimensions[i]) && !(message.dimensions[i] && $util.isInteger(message.dimensions[i].low) && $util.isInteger(message.dimensions[i].high)))
+                                            return "dimensions: integer|Long[] expected";
+                                }
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a SparseEmbedding message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding} SparseEmbedding
+                             */
+                            SparseEmbedding.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding();
+                                if (object.values) {
+                                    if (!Array.isArray(object.values))
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.values: array expected");
+                                    message.values = [];
+                                    for (var i = 0; i < object.values.length; ++i)
+                                        message.values[i] = Number(object.values[i]);
+                                }
+                                if (object.dimensions) {
+                                    if (!Array.isArray(object.dimensions))
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding.dimensions: array expected");
+                                    message.dimensions = [];
+                                    for (var i = 0; i < object.dimensions.length; ++i)
+                                        if ($util.Long)
+                                            (message.dimensions[i] = $util.Long.fromValue(object.dimensions[i])).unsigned = false;
+                                        else if (typeof object.dimensions[i] === "string")
+                                            message.dimensions[i] = parseInt(object.dimensions[i], 10);
+                                        else if (typeof object.dimensions[i] === "number")
+                                            message.dimensions[i] = object.dimensions[i];
+                                        else if (typeof object.dimensions[i] === "object")
+                                            message.dimensions[i] = new $util.LongBits(object.dimensions[i].low >>> 0, object.dimensions[i].high >>> 0).toNumber();
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a SparseEmbedding message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding} message SparseEmbedding
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            SparseEmbedding.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.arrays || options.defaults) {
+                                    object.values = [];
+                                    object.dimensions = [];
+                                }
+                                if (message.values && message.values.length) {
+                                    object.values = [];
+                                    for (var j = 0; j < message.values.length; ++j)
+                                        object.values[j] = options.json && !isFinite(message.values[j]) ? String(message.values[j]) : message.values[j];
+                                }
+                                if (message.dimensions && message.dimensions.length) {
+                                    object.dimensions = [];
+                                    for (var j = 0; j < message.dimensions.length; ++j)
+                                        if (typeof message.dimensions[j] === "number")
+                                            object.dimensions[j] = options.longs === String ? String(message.dimensions[j]) : message.dimensions[j];
+                                        else
+                                            object.dimensions[j] = options.longs === String ? $util.Long.prototype.toString.call(message.dimensions[j]) : options.longs === Number ? new $util.LongBits(message.dimensions[j].low >>> 0, message.dimensions[j].high >>> 0).toNumber() : message.dimensions[j];
+                                }
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this SparseEmbedding to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            SparseEmbedding.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for SparseEmbedding
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            SparseEmbedding.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.IndexDatapoint.SparseEmbedding";
+                            };
+    
+                            return SparseEmbedding;
+                        })();
+    
                         IndexDatapoint.Restriction = (function() {
     
                             /**
@@ -154622,6 +157666,7 @@
                          * @memberof google.cloud.aiplatform.v1beta1
                          * @interface IIndexStats
                          * @property {number|Long|null} [vectorsCount] IndexStats vectorsCount
+                         * @property {number|Long|null} [sparseVectorsCount] IndexStats sparseVectorsCount
                          * @property {number|null} [shardsCount] IndexStats shardsCount
                          */
     
@@ -154648,6 +157693,14 @@
                          */
                         IndexStats.prototype.vectorsCount = $util.Long ? $util.Long.fromBits(0,0,false) : 0;
     
+                        /**
+                         * IndexStats sparseVectorsCount.
+                         * @member {number|Long} sparseVectorsCount
+                         * @memberof google.cloud.aiplatform.v1beta1.IndexStats
+                         * @instance
+                         */
+                        IndexStats.prototype.sparseVectorsCount = $util.Long ? $util.Long.fromBits(0,0,false) : 0;
+    
                         /**
                          * IndexStats shardsCount.
                          * @member {number} shardsCount
@@ -154684,6 +157737,8 @@
                                 writer.uint32(/* id 1, wireType 0 =*/8).int64(message.vectorsCount);
                             if (message.shardsCount != null && Object.hasOwnProperty.call(message, "shardsCount"))
                                 writer.uint32(/* id 2, wireType 0 =*/16).int32(message.shardsCount);
+                            if (message.sparseVectorsCount != null && Object.hasOwnProperty.call(message, "sparseVectorsCount"))
+                                writer.uint32(/* id 3, wireType 0 =*/24).int64(message.sparseVectorsCount);
                             return writer;
                         };
     
@@ -154722,6 +157777,10 @@
                                         message.vectorsCount = reader.int64();
                                         break;
                                     }
+                                case 3: {
+                                        message.sparseVectorsCount = reader.int64();
+                                        break;
+                                    }
                                 case 2: {
                                         message.shardsCount = reader.int32();
                                         break;
@@ -154764,6 +157823,9 @@
                             if (message.vectorsCount != null && message.hasOwnProperty("vectorsCount"))
                                 if (!$util.isInteger(message.vectorsCount) && !(message.vectorsCount && $util.isInteger(message.vectorsCount.low) && $util.isInteger(message.vectorsCount.high)))
                                     return "vectorsCount: integer|Long expected";
+                            if (message.sparseVectorsCount != null && message.hasOwnProperty("sparseVectorsCount"))
+                                if (!$util.isInteger(message.sparseVectorsCount) && !(message.sparseVectorsCount && $util.isInteger(message.sparseVectorsCount.low) && $util.isInteger(message.sparseVectorsCount.high)))
+                                    return "sparseVectorsCount: integer|Long expected";
                             if (message.shardsCount != null && message.hasOwnProperty("shardsCount"))
                                 if (!$util.isInteger(message.shardsCount))
                                     return "shardsCount: integer expected";
@@ -154791,6 +157853,15 @@
                                     message.vectorsCount = object.vectorsCount;
                                 else if (typeof object.vectorsCount === "object")
                                     message.vectorsCount = new $util.LongBits(object.vectorsCount.low >>> 0, object.vectorsCount.high >>> 0).toNumber();
+                            if (object.sparseVectorsCount != null)
+                                if ($util.Long)
+                                    (message.sparseVectorsCount = $util.Long.fromValue(object.sparseVectorsCount)).unsigned = false;
+                                else if (typeof object.sparseVectorsCount === "string")
+                                    message.sparseVectorsCount = parseInt(object.sparseVectorsCount, 10);
+                                else if (typeof object.sparseVectorsCount === "number")
+                                    message.sparseVectorsCount = object.sparseVectorsCount;
+                                else if (typeof object.sparseVectorsCount === "object")
+                                    message.sparseVectorsCount = new $util.LongBits(object.sparseVectorsCount.low >>> 0, object.sparseVectorsCount.high >>> 0).toNumber();
                             if (object.shardsCount != null)
                                 message.shardsCount = object.shardsCount | 0;
                             return message;
@@ -154816,6 +157887,11 @@
                                 } else
                                     object.vectorsCount = options.longs === String ? "0" : 0;
                                 object.shardsCount = 0;
+                                if ($util.Long) {
+                                    var long = new $util.Long(0, 0, false);
+                                    object.sparseVectorsCount = options.longs === String ? long.toString() : options.longs === Number ? long.toNumber() : long;
+                                } else
+                                    object.sparseVectorsCount = options.longs === String ? "0" : 0;
                             }
                             if (message.vectorsCount != null && message.hasOwnProperty("vectorsCount"))
                                 if (typeof message.vectorsCount === "number")
@@ -154824,6 +157900,11 @@
                                     object.vectorsCount = options.longs === String ? $util.Long.prototype.toString.call(message.vectorsCount) : options.longs === Number ? new $util.LongBits(message.vectorsCount.low >>> 0, message.vectorsCount.high >>> 0).toNumber() : message.vectorsCount;
                             if (message.shardsCount != null && message.hasOwnProperty("shardsCount"))
                                 object.shardsCount = message.shardsCount;
+                            if (message.sparseVectorsCount != null && message.hasOwnProperty("sparseVectorsCount"))
+                                if (typeof message.sparseVectorsCount === "number")
+                                    object.sparseVectorsCount = options.longs === String ? String(message.sparseVectorsCount) : message.sparseVectorsCount;
+                                else
+                                    object.sparseVectorsCount = options.longs === String ? $util.Long.prototype.toString.call(message.sparseVectorsCount) : options.longs === Number ? new $util.LongBits(message.sparseVectorsCount.low >>> 0, message.sparseVectorsCount.high >>> 0).toNumber() : message.sparseVectorsCount;
                             return object;
                         };
     
@@ -164067,7 +167148,10 @@
                                     case 11:
                                     case 12:
                                     case 13:
+                                    case 14:
                                     case 15:
+                                    case 16:
+                                    case 17:
                                         break;
                                     }
                                 if (message.errorMessage != null && message.hasOwnProperty("errorMessage"))
@@ -164160,10 +167244,22 @@
                                 case 13:
                                     message.errorType = 13;
                                     break;
+                                case "INVALID_SPARSE_DIMENSIONS":
+                                case 14:
+                                    message.errorType = 14;
+                                    break;
                                 case "INVALID_TOKEN_VALUE":
                                 case 15:
                                     message.errorType = 15;
                                     break;
+                                case "INVALID_SPARSE_EMBEDDING":
+                                case 16:
+                                    message.errorType = 16;
+                                    break;
+                                case "INVALID_EMBEDDING":
+                                case 17:
+                                    message.errorType = 17;
+                                    break;
                                 }
                                 if (object.errorMessage != null)
                                     message.errorMessage = String(object.errorMessage);
@@ -164253,7 +167349,10 @@
                              * @property {number} MULTIPLE_VALUES=11 MULTIPLE_VALUES value
                              * @property {number} INVALID_NUMERIC_VALUE=12 INVALID_NUMERIC_VALUE value
                              * @property {number} INVALID_ENCODING=13 INVALID_ENCODING value
+                             * @property {number} INVALID_SPARSE_DIMENSIONS=14 INVALID_SPARSE_DIMENSIONS value
                              * @property {number} INVALID_TOKEN_VALUE=15 INVALID_TOKEN_VALUE value
+                             * @property {number} INVALID_SPARSE_EMBEDDING=16 INVALID_SPARSE_EMBEDDING value
+                             * @property {number} INVALID_EMBEDDING=17 INVALID_EMBEDDING value
                              */
                             RecordError.RecordErrorType = (function() {
                                 var valuesById = {}, values = Object.create(valuesById);
@@ -164271,7 +167370,10 @@
                                 values[valuesById[11] = "MULTIPLE_VALUES"] = 11;
                                 values[valuesById[12] = "INVALID_NUMERIC_VALUE"] = 12;
                                 values[valuesById[13] = "INVALID_ENCODING"] = 13;
+                                values[valuesById[14] = "INVALID_SPARSE_DIMENSIONS"] = 14;
                                 values[valuesById[15] = "INVALID_TOKEN_VALUE"] = 15;
+                                values[valuesById[16] = "INVALID_SPARSE_EMBEDDING"] = 16;
+                                values[valuesById[17] = "INVALID_EMBEDDING"] = 17;
                                 return values;
                             })();
     
@@ -164288,6 +167390,8 @@
                              * @property {number|Long|null} [validRecordCount] ContentValidationStats validRecordCount
                              * @property {number|Long|null} [invalidRecordCount] ContentValidationStats invalidRecordCount
                              * @property {Array.<google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata.IRecordError>|null} [partialErrors] ContentValidationStats partialErrors
+                             * @property {number|Long|null} [validSparseRecordCount] ContentValidationStats validSparseRecordCount
+                             * @property {number|Long|null} [invalidSparseRecordCount] ContentValidationStats invalidSparseRecordCount
                              */
     
                             /**
@@ -164338,6 +167442,22 @@
                              */
                             ContentValidationStats.prototype.partialErrors = $util.emptyArray;
     
+                            /**
+                             * ContentValidationStats validSparseRecordCount.
+                             * @member {number|Long} validSparseRecordCount
+                             * @memberof google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata.ContentValidationStats
+                             * @instance
+                             */
+                            ContentValidationStats.prototype.validSparseRecordCount = $util.Long ? $util.Long.fromBits(0,0,false) : 0;
+    
+                            /**
+                             * ContentValidationStats invalidSparseRecordCount.
+                             * @member {number|Long} invalidSparseRecordCount
+                             * @memberof google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata.ContentValidationStats
+                             * @instance
+                             */
+                            ContentValidationStats.prototype.invalidSparseRecordCount = $util.Long ? $util.Long.fromBits(0,0,false) : 0;
+    
                             /**
                              * Creates a new ContentValidationStats instance using the specified properties.
                              * @function create
@@ -164371,6 +167491,10 @@
                                 if (message.partialErrors != null && message.partialErrors.length)
                                     for (var i = 0; i < message.partialErrors.length; ++i)
                                         $root.google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata.RecordError.encode(message.partialErrors[i], writer.uint32(/* id 4, wireType 2 =*/34).fork()).ldelim();
+                                if (message.validSparseRecordCount != null && Object.hasOwnProperty.call(message, "validSparseRecordCount"))
+                                    writer.uint32(/* id 5, wireType 0 =*/40).int64(message.validSparseRecordCount);
+                                if (message.invalidSparseRecordCount != null && Object.hasOwnProperty.call(message, "invalidSparseRecordCount"))
+                                    writer.uint32(/* id 6, wireType 0 =*/48).int64(message.invalidSparseRecordCount);
                                 return writer;
                             };
     
@@ -164423,6 +167547,14 @@
                                             message.partialErrors.push($root.google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata.RecordError.decode(reader, reader.uint32()));
                                             break;
                                         }
+                                    case 5: {
+                                            message.validSparseRecordCount = reader.int64();
+                                            break;
+                                        }
+                                    case 6: {
+                                            message.invalidSparseRecordCount = reader.int64();
+                                            break;
+                                        }
                                     default:
                                         reader.skipType(tag & 7);
                                         break;
@@ -164476,6 +167608,12 @@
                                             return "partialErrors." + error;
                                     }
                                 }
+                                if (message.validSparseRecordCount != null && message.hasOwnProperty("validSparseRecordCount"))
+                                    if (!$util.isInteger(message.validSparseRecordCount) && !(message.validSparseRecordCount && $util.isInteger(message.validSparseRecordCount.low) && $util.isInteger(message.validSparseRecordCount.high)))
+                                        return "validSparseRecordCount: integer|Long expected";
+                                if (message.invalidSparseRecordCount != null && message.hasOwnProperty("invalidSparseRecordCount"))
+                                    if (!$util.isInteger(message.invalidSparseRecordCount) && !(message.invalidSparseRecordCount && $util.isInteger(message.invalidSparseRecordCount.low) && $util.isInteger(message.invalidSparseRecordCount.high)))
+                                        return "invalidSparseRecordCount: integer|Long expected";
                                 return null;
                             };
     
@@ -164521,6 +167659,24 @@
                                         message.partialErrors[i] = $root.google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata.RecordError.fromObject(object.partialErrors[i]);
                                     }
                                 }
+                                if (object.validSparseRecordCount != null)
+                                    if ($util.Long)
+                                        (message.validSparseRecordCount = $util.Long.fromValue(object.validSparseRecordCount)).unsigned = false;
+                                    else if (typeof object.validSparseRecordCount === "string")
+                                        message.validSparseRecordCount = parseInt(object.validSparseRecordCount, 10);
+                                    else if (typeof object.validSparseRecordCount === "number")
+                                        message.validSparseRecordCount = object.validSparseRecordCount;
+                                    else if (typeof object.validSparseRecordCount === "object")
+                                        message.validSparseRecordCount = new $util.LongBits(object.validSparseRecordCount.low >>> 0, object.validSparseRecordCount.high >>> 0).toNumber();
+                                if (object.invalidSparseRecordCount != null)
+                                    if ($util.Long)
+                                        (message.invalidSparseRecordCount = $util.Long.fromValue(object.invalidSparseRecordCount)).unsigned = false;
+                                    else if (typeof object.invalidSparseRecordCount === "string")
+                                        message.invalidSparseRecordCount = parseInt(object.invalidSparseRecordCount, 10);
+                                    else if (typeof object.invalidSparseRecordCount === "number")
+                                        message.invalidSparseRecordCount = object.invalidSparseRecordCount;
+                                    else if (typeof object.invalidSparseRecordCount === "object")
+                                        message.invalidSparseRecordCount = new $util.LongBits(object.invalidSparseRecordCount.low >>> 0, object.invalidSparseRecordCount.high >>> 0).toNumber();
                                 return message;
                             };
     
@@ -164551,6 +167707,16 @@
                                         object.invalidRecordCount = options.longs === String ? long.toString() : options.longs === Number ? long.toNumber() : long;
                                     } else
                                         object.invalidRecordCount = options.longs === String ? "0" : 0;
+                                    if ($util.Long) {
+                                        var long = new $util.Long(0, 0, false);
+                                        object.validSparseRecordCount = options.longs === String ? long.toString() : options.longs === Number ? long.toNumber() : long;
+                                    } else
+                                        object.validSparseRecordCount = options.longs === String ? "0" : 0;
+                                    if ($util.Long) {
+                                        var long = new $util.Long(0, 0, false);
+                                        object.invalidSparseRecordCount = options.longs === String ? long.toString() : options.longs === Number ? long.toNumber() : long;
+                                    } else
+                                        object.invalidSparseRecordCount = options.longs === String ? "0" : 0;
                                 }
                                 if (message.sourceGcsUri != null && message.hasOwnProperty("sourceGcsUri"))
                                     object.sourceGcsUri = message.sourceGcsUri;
@@ -164569,6 +167735,16 @@
                                     for (var j = 0; j < message.partialErrors.length; ++j)
                                         object.partialErrors[j] = $root.google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata.RecordError.toObject(message.partialErrors[j], options);
                                 }
+                                if (message.validSparseRecordCount != null && message.hasOwnProperty("validSparseRecordCount"))
+                                    if (typeof message.validSparseRecordCount === "number")
+                                        object.validSparseRecordCount = options.longs === String ? String(message.validSparseRecordCount) : message.validSparseRecordCount;
+                                    else
+                                        object.validSparseRecordCount = options.longs === String ? $util.Long.prototype.toString.call(message.validSparseRecordCount) : options.longs === Number ? new $util.LongBits(message.validSparseRecordCount.low >>> 0, message.validSparseRecordCount.high >>> 0).toNumber() : message.validSparseRecordCount;
+                                if (message.invalidSparseRecordCount != null && message.hasOwnProperty("invalidSparseRecordCount"))
+                                    if (typeof message.invalidSparseRecordCount === "number")
+                                        object.invalidSparseRecordCount = options.longs === String ? String(message.invalidSparseRecordCount) : message.invalidSparseRecordCount;
+                                    else
+                                        object.invalidSparseRecordCount = options.longs === String ? $util.Long.prototype.toString.call(message.invalidSparseRecordCount) : options.longs === Number ? new $util.LongBits(message.invalidSparseRecordCount.low >>> 0, message.invalidSparseRecordCount.high >>> 0).toNumber() : message.invalidSparseRecordCount;
                                 return object;
                             };
     
@@ -181123,6 +184299,7 @@
                              * Properties of a Query.
                              * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest
                              * @interface IQuery
+                             * @property {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF|null} [rrf] Query rrf
                              * @property {google.cloud.aiplatform.v1beta1.IIndexDatapoint|null} [datapoint] Query datapoint
                              * @property {number|null} [neighborCount] Query neighborCount
                              * @property {number|null} [perCrowdingAttributeNeighborCount] Query perCrowdingAttributeNeighborCount
@@ -181145,6 +184322,14 @@
                                             this[keys[i]] = properties[keys[i]];
                             }
     
+                            /**
+                             * Query rrf.
+                             * @member {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF|null|undefined} rrf
+                             * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query
+                             * @instance
+                             */
+                            Query.prototype.rrf = null;
+    
                             /**
                              * Query datapoint.
                              * @member {google.cloud.aiplatform.v1beta1.IIndexDatapoint|null|undefined} datapoint
@@ -181185,6 +184370,20 @@
                              */
                             Query.prototype.fractionLeafNodesToSearchOverride = 0;
     
+                            // OneOf field names bound to virtual getters and setters
+                            var $oneOfFields;
+    
+                            /**
+                             * Query ranking.
+                             * @member {"rrf"|undefined} ranking
+                             * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query
+                             * @instance
+                             */
+                            Object.defineProperty(Query.prototype, "ranking", {
+                                get: $util.oneOfGetter($oneOfFields = ["rrf"]),
+                                set: $util.oneOfSetter($oneOfFields)
+                            });
+    
                             /**
                              * Creates a new Query instance using the specified properties.
                              * @function create
@@ -181219,6 +184418,8 @@
                                     writer.uint32(/* id 4, wireType 0 =*/32).int32(message.approximateNeighborCount);
                                 if (message.fractionLeafNodesToSearchOverride != null && Object.hasOwnProperty.call(message, "fractionLeafNodesToSearchOverride"))
                                     writer.uint32(/* id 5, wireType 1 =*/41).double(message.fractionLeafNodesToSearchOverride);
+                                if (message.rrf != null && Object.hasOwnProperty.call(message, "rrf"))
+                                    $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF.encode(message.rrf, writer.uint32(/* id 6, wireType 2 =*/50).fork()).ldelim();
                                 return writer;
                             };
     
@@ -181253,6 +184454,10 @@
                                 while (reader.pos < end) {
                                     var tag = reader.uint32();
                                     switch (tag >>> 3) {
+                                    case 6: {
+                                            message.rrf = $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF.decode(reader, reader.uint32());
+                                            break;
+                                        }
                                     case 1: {
                                             message.datapoint = $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.decode(reader, reader.uint32());
                                             break;
@@ -181308,6 +184513,15 @@
                             Query.verify = function verify(message) {
                                 if (typeof message !== "object" || message === null)
                                     return "object expected";
+                                var properties = {};
+                                if (message.rrf != null && message.hasOwnProperty("rrf")) {
+                                    properties.ranking = 1;
+                                    {
+                                        var error = $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF.verify(message.rrf);
+                                        if (error)
+                                            return "rrf." + error;
+                                    }
+                                }
                                 if (message.datapoint != null && message.hasOwnProperty("datapoint")) {
                                     var error = $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.verify(message.datapoint);
                                     if (error)
@@ -181340,6 +184554,11 @@
                                 if (object instanceof $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query)
                                     return object;
                                 var message = new $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query();
+                                if (object.rrf != null) {
+                                    if (typeof object.rrf !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.rrf: object expected");
+                                    message.rrf = $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF.fromObject(object.rrf);
+                                }
                                 if (object.datapoint != null) {
                                     if (typeof object.datapoint !== "object")
                                         throw TypeError(".google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.datapoint: object expected");
@@ -181386,6 +184605,11 @@
                                     object.approximateNeighborCount = message.approximateNeighborCount;
                                 if (message.fractionLeafNodesToSearchOverride != null && message.hasOwnProperty("fractionLeafNodesToSearchOverride"))
                                     object.fractionLeafNodesToSearchOverride = options.json && !isFinite(message.fractionLeafNodesToSearchOverride) ? String(message.fractionLeafNodesToSearchOverride) : message.fractionLeafNodesToSearchOverride;
+                                if (message.rrf != null && message.hasOwnProperty("rrf")) {
+                                    object.rrf = $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF.toObject(message.rrf, options);
+                                    if (options.oneofs)
+                                        object.ranking = "rrf";
+                                }
                                 return object;
                             };
     
@@ -181415,6 +184639,209 @@
                                 return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query";
                             };
     
+                            Query.RRF = (function() {
+    
+                                /**
+                                 * Properties of a RRF.
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query
+                                 * @interface IRRF
+                                 * @property {number|null} [alpha] RRF alpha
+                                 */
+    
+                                /**
+                                 * Constructs a new RRF.
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query
+                                 * @classdesc Represents a RRF.
+                                 * @implements IRRF
+                                 * @constructor
+                                 * @param {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF=} [properties] Properties to set
+                                 */
+                                function RRF(properties) {
+                                    if (properties)
+                                        for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                            if (properties[keys[i]] != null)
+                                                this[keys[i]] = properties[keys[i]];
+                                }
+    
+                                /**
+                                 * RRF alpha.
+                                 * @member {number} alpha
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @instance
+                                 */
+                                RRF.prototype.alpha = 0;
+    
+                                /**
+                                 * Creates a new RRF instance using the specified properties.
+                                 * @function create
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @static
+                                 * @param {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF=} [properties] Properties to set
+                                 * @returns {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF} RRF instance
+                                 */
+                                RRF.create = function create(properties) {
+                                    return new RRF(properties);
+                                };
+    
+                                /**
+                                 * Encodes the specified RRF message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF.verify|verify} messages.
+                                 * @function encode
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @static
+                                 * @param {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF} message RRF message or plain object to encode
+                                 * @param {$protobuf.Writer} [writer] Writer to encode to
+                                 * @returns {$protobuf.Writer} Writer
+                                 */
+                                RRF.encode = function encode(message, writer) {
+                                    if (!writer)
+                                        writer = $Writer.create();
+                                    if (message.alpha != null && Object.hasOwnProperty.call(message, "alpha"))
+                                        writer.uint32(/* id 1, wireType 5 =*/13).float(message.alpha);
+                                    return writer;
+                                };
+    
+                                /**
+                                 * Encodes the specified RRF message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF.verify|verify} messages.
+                                 * @function encodeDelimited
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @static
+                                 * @param {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.IRRF} message RRF message or plain object to encode
+                                 * @param {$protobuf.Writer} [writer] Writer to encode to
+                                 * @returns {$protobuf.Writer} Writer
+                                 */
+                                RRF.encodeDelimited = function encodeDelimited(message, writer) {
+                                    return this.encode(message, writer).ldelim();
+                                };
+    
+                                /**
+                                 * Decodes a RRF message from the specified reader or buffer.
+                                 * @function decode
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @static
+                                 * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                                 * @param {number} [length] Message length if known beforehand
+                                 * @returns {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF} RRF
+                                 * @throws {Error} If the payload is not a reader or valid buffer
+                                 * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                                 */
+                                RRF.decode = function decode(reader, length) {
+                                    if (!(reader instanceof $Reader))
+                                        reader = $Reader.create(reader);
+                                    var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF();
+                                    while (reader.pos < end) {
+                                        var tag = reader.uint32();
+                                        switch (tag >>> 3) {
+                                        case 1: {
+                                                message.alpha = reader.float();
+                                                break;
+                                            }
+                                        default:
+                                            reader.skipType(tag & 7);
+                                            break;
+                                        }
+                                    }
+                                    return message;
+                                };
+    
+                                /**
+                                 * Decodes a RRF message from the specified reader or buffer, length delimited.
+                                 * @function decodeDelimited
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @static
+                                 * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                                 * @returns {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF} RRF
+                                 * @throws {Error} If the payload is not a reader or valid buffer
+                                 * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                                 */
+                                RRF.decodeDelimited = function decodeDelimited(reader) {
+                                    if (!(reader instanceof $Reader))
+                                        reader = new $Reader(reader);
+                                    return this.decode(reader, reader.uint32());
+                                };
+    
+                                /**
+                                 * Verifies a RRF message.
+                                 * @function verify
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @static
+                                 * @param {Object.<string,*>} message Plain object to verify
+                                 * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                                 */
+                                RRF.verify = function verify(message) {
+                                    if (typeof message !== "object" || message === null)
+                                        return "object expected";
+                                    if (message.alpha != null && message.hasOwnProperty("alpha"))
+                                        if (typeof message.alpha !== "number")
+                                            return "alpha: number expected";
+                                    return null;
+                                };
+    
+                                /**
+                                 * Creates a RRF message from a plain object. Also converts values to their respective internal types.
+                                 * @function fromObject
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @static
+                                 * @param {Object.<string,*>} object Plain object
+                                 * @returns {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF} RRF
+                                 */
+                                RRF.fromObject = function fromObject(object) {
+                                    if (object instanceof $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF)
+                                        return object;
+                                    var message = new $root.google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF();
+                                    if (object.alpha != null)
+                                        message.alpha = Number(object.alpha);
+                                    return message;
+                                };
+    
+                                /**
+                                 * Creates a plain object from a RRF message. Also converts values to other types if specified.
+                                 * @function toObject
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @static
+                                 * @param {google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF} message RRF
+                                 * @param {$protobuf.IConversionOptions} [options] Conversion options
+                                 * @returns {Object.<string,*>} Plain object
+                                 */
+                                RRF.toObject = function toObject(message, options) {
+                                    if (!options)
+                                        options = {};
+                                    var object = {};
+                                    if (options.defaults)
+                                        object.alpha = 0;
+                                    if (message.alpha != null && message.hasOwnProperty("alpha"))
+                                        object.alpha = options.json && !isFinite(message.alpha) ? String(message.alpha) : message.alpha;
+                                    return object;
+                                };
+    
+                                /**
+                                 * Converts this RRF to JSON.
+                                 * @function toJSON
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @instance
+                                 * @returns {Object.<string,*>} JSON object
+                                 */
+                                RRF.prototype.toJSON = function toJSON() {
+                                    return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                                };
+    
+                                /**
+                                 * Gets the default type url for RRF
+                                 * @function getTypeUrl
+                                 * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF
+                                 * @static
+                                 * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                                 * @returns {string} The default type url
+                                 */
+                                RRF.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                    if (typeUrlPrefix === undefined) {
+                                        typeUrlPrefix = "type.googleapis.com";
+                                    }
+                                    return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.RRF";
+                                };
+    
+                                return RRF;
+                            })();
+    
                             return Query;
                         })();
     
@@ -181650,6 +185077,7 @@
                              * @interface INeighbor
                              * @property {google.cloud.aiplatform.v1beta1.IIndexDatapoint|null} [datapoint] Neighbor datapoint
                              * @property {number|null} [distance] Neighbor distance
+                             * @property {number|null} [sparseDistance] Neighbor sparseDistance
                              */
     
                             /**
@@ -181683,6 +185111,14 @@
                              */
                             Neighbor.prototype.distance = 0;
     
+                            /**
+                             * Neighbor sparseDistance.
+                             * @member {number} sparseDistance
+                             * @memberof google.cloud.aiplatform.v1beta1.FindNeighborsResponse.Neighbor
+                             * @instance
+                             */
+                            Neighbor.prototype.sparseDistance = 0;
+    
                             /**
                              * Creates a new Neighbor instance using the specified properties.
                              * @function create
@@ -181711,6 +185147,8 @@
                                     $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.encode(message.datapoint, writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
                                 if (message.distance != null && Object.hasOwnProperty.call(message, "distance"))
                                     writer.uint32(/* id 2, wireType 1 =*/17).double(message.distance);
+                                if (message.sparseDistance != null && Object.hasOwnProperty.call(message, "sparseDistance"))
+                                    writer.uint32(/* id 3, wireType 1 =*/25).double(message.sparseDistance);
                                 return writer;
                             };
     
@@ -181753,6 +185191,10 @@
                                             message.distance = reader.double();
                                             break;
                                         }
+                                    case 3: {
+                                            message.sparseDistance = reader.double();
+                                            break;
+                                        }
                                     default:
                                         reader.skipType(tag & 7);
                                         break;
@@ -181796,6 +185238,9 @@
                                 if (message.distance != null && message.hasOwnProperty("distance"))
                                     if (typeof message.distance !== "number")
                                         return "distance: number expected";
+                                if (message.sparseDistance != null && message.hasOwnProperty("sparseDistance"))
+                                    if (typeof message.sparseDistance !== "number")
+                                        return "sparseDistance: number expected";
                                 return null;
                             };
     
@@ -181818,6 +185263,8 @@
                                 }
                                 if (object.distance != null)
                                     message.distance = Number(object.distance);
+                                if (object.sparseDistance != null)
+                                    message.sparseDistance = Number(object.sparseDistance);
                                 return message;
                             };
     
@@ -181837,11 +185284,14 @@
                                 if (options.defaults) {
                                     object.datapoint = null;
                                     object.distance = 0;
+                                    object.sparseDistance = 0;
                                 }
                                 if (message.datapoint != null && message.hasOwnProperty("datapoint"))
                                     object.datapoint = $root.google.cloud.aiplatform.v1beta1.IndexDatapoint.toObject(message.datapoint, options);
                                 if (message.distance != null && message.hasOwnProperty("distance"))
                                     object.distance = options.json && !isFinite(message.distance) ? String(message.distance) : message.distance;
+                                if (message.sparseDistance != null && message.hasOwnProperty("sparseDistance"))
+                                    object.sparseDistance = options.json && !isFinite(message.sparseDistance) ? String(message.sparseDistance) : message.sparseDistance;
                                 return object;
                             };
     
@@ -195676,6 +199126,7 @@
                          * @property {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null} [encryptionSpec] MetadataStore encryptionSpec
                          * @property {string|null} [description] MetadataStore description
                          * @property {google.cloud.aiplatform.v1beta1.MetadataStore.IMetadataStoreState|null} [state] MetadataStore state
+                         * @property {google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig|null} [dataplexConfig] MetadataStore dataplexConfig
                          */
     
                         /**
@@ -195741,6 +199192,14 @@
                          */
                         MetadataStore.prototype.state = null;
     
+                        /**
+                         * MetadataStore dataplexConfig.
+                         * @member {google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig|null|undefined} dataplexConfig
+                         * @memberof google.cloud.aiplatform.v1beta1.MetadataStore
+                         * @instance
+                         */
+                        MetadataStore.prototype.dataplexConfig = null;
+    
                         /**
                          * Creates a new MetadataStore instance using the specified properties.
                          * @function create
@@ -195777,6 +199236,8 @@
                                 writer.uint32(/* id 6, wireType 2 =*/50).string(message.description);
                             if (message.state != null && Object.hasOwnProperty.call(message, "state"))
                                 $root.google.cloud.aiplatform.v1beta1.MetadataStore.MetadataStoreState.encode(message.state, writer.uint32(/* id 7, wireType 2 =*/58).fork()).ldelim();
+                            if (message.dataplexConfig != null && Object.hasOwnProperty.call(message, "dataplexConfig"))
+                                $root.google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig.encode(message.dataplexConfig, writer.uint32(/* id 8, wireType 2 =*/66).fork()).ldelim();
                             return writer;
                         };
     
@@ -195835,6 +199296,10 @@
                                         message.state = $root.google.cloud.aiplatform.v1beta1.MetadataStore.MetadataStoreState.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 8: {
+                                        message.dataplexConfig = $root.google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -195896,6 +199361,11 @@
                                 if (error)
                                     return "state." + error;
                             }
+                            if (message.dataplexConfig != null && message.hasOwnProperty("dataplexConfig")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig.verify(message.dataplexConfig);
+                                if (error)
+                                    return "dataplexConfig." + error;
+                            }
                             return null;
                         };
     
@@ -195935,6 +199405,11 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.MetadataStore.state: object expected");
                                 message.state = $root.google.cloud.aiplatform.v1beta1.MetadataStore.MetadataStoreState.fromObject(object.state);
                             }
+                            if (object.dataplexConfig != null) {
+                                if (typeof object.dataplexConfig !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.MetadataStore.dataplexConfig: object expected");
+                                message.dataplexConfig = $root.google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig.fromObject(object.dataplexConfig);
+                            }
                             return message;
                         };
     
@@ -195958,6 +199433,7 @@
                                 object.encryptionSpec = null;
                                 object.description = "";
                                 object.state = null;
+                                object.dataplexConfig = null;
                             }
                             if (message.name != null && message.hasOwnProperty("name"))
                                 object.name = message.name;
@@ -195971,6 +199447,8 @@
                                 object.description = message.description;
                             if (message.state != null && message.hasOwnProperty("state"))
                                 object.state = $root.google.cloud.aiplatform.v1beta1.MetadataStore.MetadataStoreState.toObject(message.state, options);
+                            if (message.dataplexConfig != null && message.hasOwnProperty("dataplexConfig"))
+                                object.dataplexConfig = $root.google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig.toObject(message.dataplexConfig, options);
                             return object;
                         };
     
@@ -196217,6 +199695,209 @@
                             return MetadataStoreState;
                         })();
     
+                        MetadataStore.DataplexConfig = (function() {
+    
+                            /**
+                             * Properties of a DataplexConfig.
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore
+                             * @interface IDataplexConfig
+                             * @property {boolean|null} [enabledPipelinesLineage] DataplexConfig enabledPipelinesLineage
+                             */
+    
+                            /**
+                             * Constructs a new DataplexConfig.
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore
+                             * @classdesc Represents a DataplexConfig.
+                             * @implements IDataplexConfig
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig=} [properties] Properties to set
+                             */
+                            function DataplexConfig(properties) {
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * DataplexConfig enabledPipelinesLineage.
+                             * @member {boolean} enabledPipelinesLineage
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @instance
+                             */
+                            DataplexConfig.prototype.enabledPipelinesLineage = false;
+    
+                            /**
+                             * Creates a new DataplexConfig instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig} DataplexConfig instance
+                             */
+                            DataplexConfig.create = function create(properties) {
+                                return new DataplexConfig(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified DataplexConfig message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig} message DataplexConfig message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            DataplexConfig.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.enabledPipelinesLineage != null && Object.hasOwnProperty.call(message, "enabledPipelinesLineage"))
+                                    writer.uint32(/* id 1, wireType 0 =*/8).bool(message.enabledPipelinesLineage);
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified DataplexConfig message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.MetadataStore.IDataplexConfig} message DataplexConfig message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            DataplexConfig.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a DataplexConfig message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig} DataplexConfig
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            DataplexConfig.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            message.enabledPipelinesLineage = reader.bool();
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a DataplexConfig message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig} DataplexConfig
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            DataplexConfig.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a DataplexConfig message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            DataplexConfig.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                if (message.enabledPipelinesLineage != null && message.hasOwnProperty("enabledPipelinesLineage"))
+                                    if (typeof message.enabledPipelinesLineage !== "boolean")
+                                        return "enabledPipelinesLineage: boolean expected";
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a DataplexConfig message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig} DataplexConfig
+                             */
+                            DataplexConfig.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig();
+                                if (object.enabledPipelinesLineage != null)
+                                    message.enabledPipelinesLineage = Boolean(object.enabledPipelinesLineage);
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a DataplexConfig message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig} message DataplexConfig
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            DataplexConfig.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.defaults)
+                                    object.enabledPipelinesLineage = false;
+                                if (message.enabledPipelinesLineage != null && message.hasOwnProperty("enabledPipelinesLineage"))
+                                    object.enabledPipelinesLineage = message.enabledPipelinesLineage;
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this DataplexConfig to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            DataplexConfig.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for DataplexConfig
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            DataplexConfig.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.MetadataStore.DataplexConfig";
+                            };
+    
+                            return DataplexConfig;
+                        })();
+    
                         return MetadataStore;
                     })();
     
@@ -232376,6 +236057,7 @@
                          * @interface INotebookExecutionJob
                          * @property {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDataformRepositorySource|null} [dataformRepositorySource] NotebookExecutionJob dataformRepositorySource
                          * @property {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IGcsNotebookSource|null} [gcsNotebookSource] NotebookExecutionJob gcsNotebookSource
+                         * @property {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource|null} [directNotebookSource] NotebookExecutionJob directNotebookSource
                          * @property {string|null} [notebookRuntimeTemplateResourceName] NotebookExecutionJob notebookRuntimeTemplateResourceName
                          * @property {string|null} [gcsOutputUri] NotebookExecutionJob gcsOutputUri
                          * @property {string|null} [executionUser] NotebookExecutionJob executionUser
@@ -232388,6 +236070,7 @@
                          * @property {google.rpc.IStatus|null} [status] NotebookExecutionJob status
                          * @property {google.protobuf.ITimestamp|null} [createTime] NotebookExecutionJob createTime
                          * @property {google.protobuf.ITimestamp|null} [updateTime] NotebookExecutionJob updateTime
+                         * @property {Object.<string,string>|null} [labels] NotebookExecutionJob labels
                          */
     
                         /**
@@ -232399,6 +236082,7 @@
                          * @param {google.cloud.aiplatform.v1beta1.INotebookExecutionJob=} [properties] Properties to set
                          */
                         function NotebookExecutionJob(properties) {
+                            this.labels = {};
                             if (properties)
                                 for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
                                     if (properties[keys[i]] != null)
@@ -232421,6 +236105,14 @@
                          */
                         NotebookExecutionJob.prototype.gcsNotebookSource = null;
     
+                        /**
+                         * NotebookExecutionJob directNotebookSource.
+                         * @member {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource|null|undefined} directNotebookSource
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob
+                         * @instance
+                         */
+                        NotebookExecutionJob.prototype.directNotebookSource = null;
+    
                         /**
                          * NotebookExecutionJob notebookRuntimeTemplateResourceName.
                          * @member {string|null|undefined} notebookRuntimeTemplateResourceName
@@ -232517,17 +236209,25 @@
                          */
                         NotebookExecutionJob.prototype.updateTime = null;
     
+                        /**
+                         * NotebookExecutionJob labels.
+                         * @member {Object.<string,string>} labels
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob
+                         * @instance
+                         */
+                        NotebookExecutionJob.prototype.labels = $util.emptyObject;
+    
                         // OneOf field names bound to virtual getters and setters
                         var $oneOfFields;
     
                         /**
                          * NotebookExecutionJob notebookSource.
-                         * @member {"dataformRepositorySource"|"gcsNotebookSource"|undefined} notebookSource
+                         * @member {"dataformRepositorySource"|"gcsNotebookSource"|"directNotebookSource"|undefined} notebookSource
                          * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob
                          * @instance
                          */
                         Object.defineProperty(NotebookExecutionJob.prototype, "notebookSource", {
-                            get: $util.oneOfGetter($oneOfFields = ["dataformRepositorySource", "gcsNotebookSource"]),
+                            get: $util.oneOfGetter($oneOfFields = ["dataformRepositorySource", "gcsNotebookSource", "directNotebookSource"]),
                             set: $util.oneOfSetter($oneOfFields)
                         });
     
@@ -232614,8 +236314,13 @@
                                 $root.google.protobuf.Timestamp.encode(message.updateTime, writer.uint32(/* id 13, wireType 2 =*/106).fork()).ldelim();
                             if (message.notebookRuntimeTemplateResourceName != null && Object.hasOwnProperty.call(message, "notebookRuntimeTemplateResourceName"))
                                 writer.uint32(/* id 14, wireType 2 =*/114).string(message.notebookRuntimeTemplateResourceName);
+                            if (message.directNotebookSource != null && Object.hasOwnProperty.call(message, "directNotebookSource"))
+                                $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource.encode(message.directNotebookSource, writer.uint32(/* id 17, wireType 2 =*/138).fork()).ldelim();
                             if (message.serviceAccount != null && Object.hasOwnProperty.call(message, "serviceAccount"))
                                 writer.uint32(/* id 18, wireType 2 =*/146).string(message.serviceAccount);
+                            if (message.labels != null && Object.hasOwnProperty.call(message, "labels"))
+                                for (var keys = Object.keys(message.labels), i = 0; i < keys.length; ++i)
+                                    writer.uint32(/* id 19, wireType 2 =*/154).fork().uint32(/* id 1, wireType 2 =*/10).string(keys[i]).uint32(/* id 2, wireType 2 =*/18).string(message.labels[keys[i]]).ldelim();
                             return writer;
                         };
     
@@ -232646,7 +236351,7 @@
                         NotebookExecutionJob.decode = function decode(reader, length) {
                             if (!(reader instanceof $Reader))
                                 reader = $Reader.create(reader);
-                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob();
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob(), key, value;
                             while (reader.pos < end) {
                                 var tag = reader.uint32();
                                 switch (tag >>> 3) {
@@ -232658,6 +236363,10 @@
                                         message.gcsNotebookSource = $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.GcsNotebookSource.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 17: {
+                                        message.directNotebookSource = $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 14: {
                                         message.notebookRuntimeTemplateResourceName = reader.string();
                                         break;
@@ -232706,6 +236415,29 @@
                                         message.updateTime = $root.google.protobuf.Timestamp.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 19: {
+                                        if (message.labels === $util.emptyObject)
+                                            message.labels = {};
+                                        var end2 = reader.uint32() + reader.pos;
+                                        key = "";
+                                        value = "";
+                                        while (reader.pos < end2) {
+                                            var tag2 = reader.uint32();
+                                            switch (tag2 >>> 3) {
+                                            case 1:
+                                                key = reader.string();
+                                                break;
+                                            case 2:
+                                                value = reader.string();
+                                                break;
+                                            default:
+                                                reader.skipType(tag2 & 7);
+                                                break;
+                                            }
+                                        }
+                                        message.labels[key] = value;
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -232760,6 +236492,16 @@
                                         return "gcsNotebookSource." + error;
                                 }
                             }
+                            if (message.directNotebookSource != null && message.hasOwnProperty("directNotebookSource")) {
+                                if (properties.notebookSource === 1)
+                                    return "notebookSource: multiple values";
+                                properties.notebookSource = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource.verify(message.directNotebookSource);
+                                    if (error)
+                                        return "directNotebookSource." + error;
+                                }
+                            }
                             if (message.notebookRuntimeTemplateResourceName != null && message.hasOwnProperty("notebookRuntimeTemplateResourceName")) {
                                 properties.environmentSpec = 1;
                                 if (!$util.isString(message.notebookRuntimeTemplateResourceName))
@@ -232829,6 +236571,14 @@
                                 if (error)
                                     return "updateTime." + error;
                             }
+                            if (message.labels != null && message.hasOwnProperty("labels")) {
+                                if (!$util.isObject(message.labels))
+                                    return "labels: object expected";
+                                var key = Object.keys(message.labels);
+                                for (var i = 0; i < key.length; ++i)
+                                    if (!$util.isString(message.labels[key[i]]))
+                                        return "labels: string{k:string} expected";
+                            }
                             return null;
                         };
     
@@ -232854,6 +236604,11 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.NotebookExecutionJob.gcsNotebookSource: object expected");
                                 message.gcsNotebookSource = $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.GcsNotebookSource.fromObject(object.gcsNotebookSource);
                             }
+                            if (object.directNotebookSource != null) {
+                                if (typeof object.directNotebookSource !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.NotebookExecutionJob.directNotebookSource: object expected");
+                                message.directNotebookSource = $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource.fromObject(object.directNotebookSource);
+                            }
                             if (object.notebookRuntimeTemplateResourceName != null)
                                 message.notebookRuntimeTemplateResourceName = String(object.notebookRuntimeTemplateResourceName);
                             if (object.gcsOutputUri != null)
@@ -232944,6 +236699,13 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.NotebookExecutionJob.updateTime: object expected");
                                 message.updateTime = $root.google.protobuf.Timestamp.fromObject(object.updateTime);
                             }
+                            if (object.labels) {
+                                if (typeof object.labels !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.NotebookExecutionJob.labels: object expected");
+                                message.labels = {};
+                                for (var keys = Object.keys(object.labels), i = 0; i < keys.length; ++i)
+                                    message.labels[keys[i]] = String(object.labels[keys[i]]);
+                            }
                             return message;
                         };
     
@@ -232960,6 +236722,8 @@
                             if (!options)
                                 options = {};
                             var object = {};
+                            if (options.objects || options.defaults)
+                                object.labels = {};
                             if (options.defaults) {
                                 object.name = "";
                                 object.displayName = "";
@@ -233011,11 +236775,22 @@
                                 if (options.oneofs)
                                     object.environmentSpec = "notebookRuntimeTemplateResourceName";
                             }
+                            if (message.directNotebookSource != null && message.hasOwnProperty("directNotebookSource")) {
+                                object.directNotebookSource = $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource.toObject(message.directNotebookSource, options);
+                                if (options.oneofs)
+                                    object.notebookSource = "directNotebookSource";
+                            }
                             if (message.serviceAccount != null && message.hasOwnProperty("serviceAccount")) {
                                 object.serviceAccount = message.serviceAccount;
                                 if (options.oneofs)
                                     object.executionIdentity = "serviceAccount";
                             }
+                            var keys2;
+                            if (message.labels && (keys2 = Object.keys(message.labels)).length) {
+                                object.labels = {};
+                                for (var j = 0; j < keys2.length; ++j)
+                                    object.labels[keys2[j]] = message.labels[keys2[j]];
+                            }
                             return object;
                         };
     
@@ -233499,6 +237274,218 @@
                             return GcsNotebookSource;
                         })();
     
+                        NotebookExecutionJob.DirectNotebookSource = (function() {
+    
+                            /**
+                             * Properties of a DirectNotebookSource.
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob
+                             * @interface IDirectNotebookSource
+                             * @property {Uint8Array|null} [content] DirectNotebookSource content
+                             */
+    
+                            /**
+                             * Constructs a new DirectNotebookSource.
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob
+                             * @classdesc Represents a DirectNotebookSource.
+                             * @implements IDirectNotebookSource
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource=} [properties] Properties to set
+                             */
+                            function DirectNotebookSource(properties) {
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * DirectNotebookSource content.
+                             * @member {Uint8Array} content
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @instance
+                             */
+                            DirectNotebookSource.prototype.content = $util.newBuffer([]);
+    
+                            /**
+                             * Creates a new DirectNotebookSource instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource} DirectNotebookSource instance
+                             */
+                            DirectNotebookSource.create = function create(properties) {
+                                return new DirectNotebookSource(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified DirectNotebookSource message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource} message DirectNotebookSource message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            DirectNotebookSource.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.content != null && Object.hasOwnProperty.call(message, "content"))
+                                    writer.uint32(/* id 1, wireType 2 =*/10).bytes(message.content);
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified DirectNotebookSource message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.IDirectNotebookSource} message DirectNotebookSource message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            DirectNotebookSource.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a DirectNotebookSource message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource} DirectNotebookSource
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            DirectNotebookSource.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            message.content = reader.bytes();
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a DirectNotebookSource message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource} DirectNotebookSource
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            DirectNotebookSource.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a DirectNotebookSource message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            DirectNotebookSource.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                if (message.content != null && message.hasOwnProperty("content"))
+                                    if (!(message.content && typeof message.content.length === "number" || $util.isString(message.content)))
+                                        return "content: buffer expected";
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a DirectNotebookSource message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource} DirectNotebookSource
+                             */
+                            DirectNotebookSource.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource();
+                                if (object.content != null)
+                                    if (typeof object.content === "string")
+                                        $util.base64.decode(object.content, message.content = $util.newBuffer($util.base64.length(object.content)), 0);
+                                    else if (object.content.length >= 0)
+                                        message.content = object.content;
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a DirectNotebookSource message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource} message DirectNotebookSource
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            DirectNotebookSource.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.defaults)
+                                    if (options.bytes === String)
+                                        object.content = "";
+                                    else {
+                                        object.content = [];
+                                        if (options.bytes !== Array)
+                                            object.content = $util.newBuffer(object.content);
+                                    }
+                                if (message.content != null && message.hasOwnProperty("content"))
+                                    object.content = options.bytes === String ? $util.base64.encode(message.content, 0, message.content.length) : options.bytes === Array ? Array.prototype.slice.call(message.content) : message.content;
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this DirectNotebookSource to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            DirectNotebookSource.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for DirectNotebookSource
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            DirectNotebookSource.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.NotebookExecutionJob.DirectNotebookSource";
+                            };
+    
+                            return DirectNotebookSource;
+                        })();
+    
                         return NotebookExecutionJob;
                     })();
     
@@ -233773,6 +237760,7 @@
                          * @property {google.cloud.aiplatform.v1beta1.NotebookRuntimeType|null} [notebookRuntimeType] NotebookRuntimeTemplate notebookRuntimeType
                          * @property {google.cloud.aiplatform.v1beta1.IShieldedVmConfig|null} [shieldedVmConfig] NotebookRuntimeTemplate shieldedVmConfig
                          * @property {Array.<string>|null} [networkTags] NotebookRuntimeTemplate networkTags
+                         * @property {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null} [encryptionSpec] NotebookRuntimeTemplate encryptionSpec
                          */
     
                         /**
@@ -233928,6 +237916,14 @@
                          */
                         NotebookRuntimeTemplate.prototype.networkTags = $util.emptyArray;
     
+                        /**
+                         * NotebookRuntimeTemplate encryptionSpec.
+                         * @member {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null|undefined} encryptionSpec
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate
+                         * @instance
+                         */
+                        NotebookRuntimeTemplate.prototype.encryptionSpec = null;
+    
                         /**
                          * Creates a new NotebookRuntimeTemplate instance using the specified properties.
                          * @function create
@@ -233988,6 +237984,8 @@
                             if (message.networkTags != null && message.networkTags.length)
                                 for (var i = 0; i < message.networkTags.length; ++i)
                                     writer.uint32(/* id 21, wireType 2 =*/170).string(message.networkTags[i]);
+                            if (message.encryptionSpec != null && Object.hasOwnProperty.call(message, "encryptionSpec"))
+                                $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.encode(message.encryptionSpec, writer.uint32(/* id 23, wireType 2 =*/186).fork()).ldelim();
                             return writer;
                         };
     
@@ -234111,6 +238109,10 @@
                                         message.networkTags.push(reader.string());
                                         break;
                                     }
+                                case 23: {
+                                        message.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -234228,6 +238230,11 @@
                                     if (!$util.isString(message.networkTags[i]))
                                         return "networkTags: string[] expected";
                             }
+                            if (message.encryptionSpec != null && message.hasOwnProperty("encryptionSpec")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.verify(message.encryptionSpec);
+                                if (error)
+                                    return "encryptionSpec." + error;
+                            }
                             return null;
                         };
     
@@ -234329,6 +238336,11 @@
                                 for (var i = 0; i < object.networkTags.length; ++i)
                                     message.networkTags[i] = String(object.networkTags[i]);
                             }
+                            if (object.encryptionSpec != null) {
+                                if (typeof object.encryptionSpec !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate.encryptionSpec: object expected");
+                                message.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.fromObject(object.encryptionSpec);
+                            }
                             return message;
                         };
     
@@ -234365,6 +238377,7 @@
                                 object.eucConfig = null;
                                 object.notebookRuntimeType = options.enums === String ? "NOTEBOOK_RUNTIME_TYPE_UNSPECIFIED" : 0;
                                 object.shieldedVmConfig = null;
+                                object.encryptionSpec = null;
                             }
                             if (message.name != null && message.hasOwnProperty("name"))
                                 object.name = message.name;
@@ -234407,6 +238420,8 @@
                                 for (var j = 0; j < message.networkTags.length; ++j)
                                     object.networkTags[j] = message.networkTags[j];
                             }
+                            if (message.encryptionSpec != null && message.hasOwnProperty("encryptionSpec"))
+                                object.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.toObject(message.encryptionSpec, options);
                             return object;
                         };
     
@@ -234461,7 +238476,11 @@
                          * @property {google.protobuf.ITimestamp|null} [expirationTime] NotebookRuntime expirationTime
                          * @property {string|null} [version] NotebookRuntime version
                          * @property {google.cloud.aiplatform.v1beta1.NotebookRuntimeType|null} [notebookRuntimeType] NotebookRuntime notebookRuntimeType
+                         * @property {google.cloud.aiplatform.v1beta1.INotebookIdleShutdownConfig|null} [idleShutdownConfig] NotebookRuntime idleShutdownConfig
                          * @property {Array.<string>|null} [networkTags] NotebookRuntime networkTags
+                         * @property {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null} [encryptionSpec] NotebookRuntime encryptionSpec
+                         * @property {boolean|null} [satisfiesPzs] NotebookRuntime satisfiesPzs
+                         * @property {boolean|null} [satisfiesPzi] NotebookRuntime satisfiesPzi
                          */
     
                         /**
@@ -234609,6 +238628,14 @@
                          */
                         NotebookRuntime.prototype.notebookRuntimeType = 0;
     
+                        /**
+                         * NotebookRuntime idleShutdownConfig.
+                         * @member {google.cloud.aiplatform.v1beta1.INotebookIdleShutdownConfig|null|undefined} idleShutdownConfig
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookRuntime
+                         * @instance
+                         */
+                        NotebookRuntime.prototype.idleShutdownConfig = null;
+    
                         /**
                          * NotebookRuntime networkTags.
                          * @member {Array.<string>} networkTags
@@ -234617,6 +238644,30 @@
                          */
                         NotebookRuntime.prototype.networkTags = $util.emptyArray;
     
+                        /**
+                         * NotebookRuntime encryptionSpec.
+                         * @member {google.cloud.aiplatform.v1beta1.IEncryptionSpec|null|undefined} encryptionSpec
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookRuntime
+                         * @instance
+                         */
+                        NotebookRuntime.prototype.encryptionSpec = null;
+    
+                        /**
+                         * NotebookRuntime satisfiesPzs.
+                         * @member {boolean} satisfiesPzs
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookRuntime
+                         * @instance
+                         */
+                        NotebookRuntime.prototype.satisfiesPzs = false;
+    
+                        /**
+                         * NotebookRuntime satisfiesPzi.
+                         * @member {boolean} satisfiesPzi
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookRuntime
+                         * @instance
+                         */
+                        NotebookRuntime.prototype.satisfiesPzi = false;
+    
                         /**
                          * Creates a new NotebookRuntime instance using the specified properties.
                          * @function create
@@ -234674,9 +238725,17 @@
                                 writer.uint32(/* id 18, wireType 2 =*/146).string(message.version);
                             if (message.notebookRuntimeType != null && Object.hasOwnProperty.call(message, "notebookRuntimeType"))
                                 writer.uint32(/* id 19, wireType 0 =*/152).int32(message.notebookRuntimeType);
+                            if (message.idleShutdownConfig != null && Object.hasOwnProperty.call(message, "idleShutdownConfig"))
+                                $root.google.cloud.aiplatform.v1beta1.NotebookIdleShutdownConfig.encode(message.idleShutdownConfig, writer.uint32(/* id 23, wireType 2 =*/186).fork()).ldelim();
                             if (message.networkTags != null && message.networkTags.length)
                                 for (var i = 0; i < message.networkTags.length; ++i)
                                     writer.uint32(/* id 25, wireType 2 =*/202).string(message.networkTags[i]);
+                            if (message.encryptionSpec != null && Object.hasOwnProperty.call(message, "encryptionSpec"))
+                                $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.encode(message.encryptionSpec, writer.uint32(/* id 28, wireType 2 =*/226).fork()).ldelim();
+                            if (message.satisfiesPzs != null && Object.hasOwnProperty.call(message, "satisfiesPzs"))
+                                writer.uint32(/* id 29, wireType 0 =*/232).bool(message.satisfiesPzs);
+                            if (message.satisfiesPzi != null && Object.hasOwnProperty.call(message, "satisfiesPzi"))
+                                writer.uint32(/* id 30, wireType 0 =*/240).bool(message.satisfiesPzi);
                             return writer;
                         };
     
@@ -234794,12 +238853,28 @@
                                         message.notebookRuntimeType = reader.int32();
                                         break;
                                     }
+                                case 23: {
+                                        message.idleShutdownConfig = $root.google.cloud.aiplatform.v1beta1.NotebookIdleShutdownConfig.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 25: {
                                         if (!(message.networkTags && message.networkTags.length))
                                             message.networkTags = [];
                                         message.networkTags.push(reader.string());
                                         break;
                                     }
+                                case 28: {
+                                        message.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 29: {
+                                        message.satisfiesPzs = reader.bool();
+                                        break;
+                                    }
+                                case 30: {
+                                        message.satisfiesPzi = reader.bool();
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -234919,6 +238994,11 @@
                                 case 2:
                                     break;
                                 }
+                            if (message.idleShutdownConfig != null && message.hasOwnProperty("idleShutdownConfig")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.NotebookIdleShutdownConfig.verify(message.idleShutdownConfig);
+                                if (error)
+                                    return "idleShutdownConfig." + error;
+                            }
                             if (message.networkTags != null && message.hasOwnProperty("networkTags")) {
                                 if (!Array.isArray(message.networkTags))
                                     return "networkTags: array expected";
@@ -234926,6 +239006,17 @@
                                     if (!$util.isString(message.networkTags[i]))
                                         return "networkTags: string[] expected";
                             }
+                            if (message.encryptionSpec != null && message.hasOwnProperty("encryptionSpec")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.verify(message.encryptionSpec);
+                                if (error)
+                                    return "encryptionSpec." + error;
+                            }
+                            if (message.satisfiesPzs != null && message.hasOwnProperty("satisfiesPzs"))
+                                if (typeof message.satisfiesPzs !== "boolean")
+                                    return "satisfiesPzs: boolean expected";
+                            if (message.satisfiesPzi != null && message.hasOwnProperty("satisfiesPzi"))
+                                if (typeof message.satisfiesPzi !== "boolean")
+                                    return "satisfiesPzi: boolean expected";
                             return null;
                         };
     
@@ -235064,6 +239155,11 @@
                                 message.notebookRuntimeType = 2;
                                 break;
                             }
+                            if (object.idleShutdownConfig != null) {
+                                if (typeof object.idleShutdownConfig !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.NotebookRuntime.idleShutdownConfig: object expected");
+                                message.idleShutdownConfig = $root.google.cloud.aiplatform.v1beta1.NotebookIdleShutdownConfig.fromObject(object.idleShutdownConfig);
+                            }
                             if (object.networkTags) {
                                 if (!Array.isArray(object.networkTags))
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.NotebookRuntime.networkTags: array expected");
@@ -235071,6 +239167,15 @@
                                 for (var i = 0; i < object.networkTags.length; ++i)
                                     message.networkTags[i] = String(object.networkTags[i]);
                             }
+                            if (object.encryptionSpec != null) {
+                                if (typeof object.encryptionSpec !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.NotebookRuntime.encryptionSpec: object expected");
+                                message.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.fromObject(object.encryptionSpec);
+                            }
+                            if (object.satisfiesPzs != null)
+                                message.satisfiesPzs = Boolean(object.satisfiesPzs);
+                            if (object.satisfiesPzi != null)
+                                message.satisfiesPzi = Boolean(object.satisfiesPzi);
                             return message;
                         };
     
@@ -235107,6 +239212,10 @@
                                 object.expirationTime = null;
                                 object.version = "";
                                 object.notebookRuntimeType = options.enums === String ? "NOTEBOOK_RUNTIME_TYPE_UNSPECIFIED" : 0;
+                                object.idleShutdownConfig = null;
+                                object.encryptionSpec = null;
+                                object.satisfiesPzs = false;
+                                object.satisfiesPzi = false;
                             }
                             if (message.name != null && message.hasOwnProperty("name"))
                                 object.name = message.name;
@@ -235144,11 +239253,19 @@
                                 object.version = message.version;
                             if (message.notebookRuntimeType != null && message.hasOwnProperty("notebookRuntimeType"))
                                 object.notebookRuntimeType = options.enums === String ? $root.google.cloud.aiplatform.v1beta1.NotebookRuntimeType[message.notebookRuntimeType] === undefined ? message.notebookRuntimeType : $root.google.cloud.aiplatform.v1beta1.NotebookRuntimeType[message.notebookRuntimeType] : message.notebookRuntimeType;
+                            if (message.idleShutdownConfig != null && message.hasOwnProperty("idleShutdownConfig"))
+                                object.idleShutdownConfig = $root.google.cloud.aiplatform.v1beta1.NotebookIdleShutdownConfig.toObject(message.idleShutdownConfig, options);
                             if (message.networkTags && message.networkTags.length) {
                                 object.networkTags = [];
                                 for (var j = 0; j < message.networkTags.length; ++j)
                                     object.networkTags[j] = message.networkTags[j];
                             }
+                            if (message.encryptionSpec != null && message.hasOwnProperty("encryptionSpec"))
+                                object.encryptionSpec = $root.google.cloud.aiplatform.v1beta1.EncryptionSpec.toObject(message.encryptionSpec, options);
+                            if (message.satisfiesPzs != null && message.hasOwnProperty("satisfiesPzs"))
+                                object.satisfiesPzs = message.satisfiesPzs;
+                            if (message.satisfiesPzi != null && message.hasOwnProperty("satisfiesPzi"))
+                                object.satisfiesPzi = message.satisfiesPzi;
                             return object;
                         };
     
@@ -235590,6 +239707,39 @@
                          * @variation 2
                          */
     
+                        /**
+                         * Callback as used by {@link google.cloud.aiplatform.v1beta1.NotebookService|updateNotebookRuntimeTemplate}.
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookService
+                         * @typedef UpdateNotebookRuntimeTemplateCallback
+                         * @type {function}
+                         * @param {Error|null} error Error, if any
+                         * @param {google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate} [response] NotebookRuntimeTemplate
+                         */
+    
+                        /**
+                         * Calls UpdateNotebookRuntimeTemplate.
+                         * @function updateNotebookRuntimeTemplate
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest} request UpdateNotebookRuntimeTemplateRequest message or plain object
+                         * @param {google.cloud.aiplatform.v1beta1.NotebookService.UpdateNotebookRuntimeTemplateCallback} callback Node-style callback called with the error, if any, and NotebookRuntimeTemplate
+                         * @returns {undefined}
+                         * @variation 1
+                         */
+                        Object.defineProperty(NotebookService.prototype.updateNotebookRuntimeTemplate = function updateNotebookRuntimeTemplate(request, callback) {
+                            return this.rpcCall(updateNotebookRuntimeTemplate, $root.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest, $root.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate, request, callback);
+                        }, "name", { value: "UpdateNotebookRuntimeTemplate" });
+    
+                        /**
+                         * Calls UpdateNotebookRuntimeTemplate.
+                         * @function updateNotebookRuntimeTemplate
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest} request UpdateNotebookRuntimeTemplateRequest message or plain object
+                         * @returns {Promise<google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate>} Promise
+                         * @variation 2
+                         */
+    
                         /**
                          * Callback as used by {@link google.cloud.aiplatform.v1beta1.NotebookService|assignNotebookRuntime}.
                          * @memberof google.cloud.aiplatform.v1beta1.NotebookService
@@ -235788,6 +239938,39 @@
                          * @variation 2
                          */
     
+                        /**
+                         * Callback as used by {@link google.cloud.aiplatform.v1beta1.NotebookService|createNotebookExecutionJob}.
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookService
+                         * @typedef CreateNotebookExecutionJobCallback
+                         * @type {function}
+                         * @param {Error|null} error Error, if any
+                         * @param {google.longrunning.Operation} [response] Operation
+                         */
+    
+                        /**
+                         * Calls CreateNotebookExecutionJob.
+                         * @function createNotebookExecutionJob
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobRequest} request CreateNotebookExecutionJobRequest message or plain object
+                         * @param {google.cloud.aiplatform.v1beta1.NotebookService.CreateNotebookExecutionJobCallback} callback Node-style callback called with the error, if any, and Operation
+                         * @returns {undefined}
+                         * @variation 1
+                         */
+                        Object.defineProperty(NotebookService.prototype.createNotebookExecutionJob = function createNotebookExecutionJob(request, callback) {
+                            return this.rpcCall(createNotebookExecutionJob, $root.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobRequest, $root.google.longrunning.Operation, request, callback);
+                        }, "name", { value: "CreateNotebookExecutionJob" });
+    
+                        /**
+                         * Calls CreateNotebookExecutionJob.
+                         * @function createNotebookExecutionJob
+                         * @memberof google.cloud.aiplatform.v1beta1.NotebookService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobRequest} request CreateNotebookExecutionJobRequest message or plain object
+                         * @returns {Promise<google.longrunning.Operation>} Promise
+                         * @variation 2
+                         */
+    
                         /**
                          * Callback as used by {@link google.cloud.aiplatform.v1beta1.NotebookService|getNotebookExecutionJob}.
                          * @memberof google.cloud.aiplatform.v1beta1.NotebookService
@@ -237347,6 +241530,243 @@
                         return DeleteNotebookRuntimeTemplateRequest;
                     })();
     
+                    v1beta1.UpdateNotebookRuntimeTemplateRequest = (function() {
+    
+                        /**
+                         * Properties of an UpdateNotebookRuntimeTemplateRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IUpdateNotebookRuntimeTemplateRequest
+                         * @property {google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate|null} [notebookRuntimeTemplate] UpdateNotebookRuntimeTemplateRequest notebookRuntimeTemplate
+                         * @property {google.protobuf.IFieldMask|null} [updateMask] UpdateNotebookRuntimeTemplateRequest updateMask
+                         */
+    
+                        /**
+                         * Constructs a new UpdateNotebookRuntimeTemplateRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents an UpdateNotebookRuntimeTemplateRequest.
+                         * @implements IUpdateNotebookRuntimeTemplateRequest
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest=} [properties] Properties to set
+                         */
+                        function UpdateNotebookRuntimeTemplateRequest(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * UpdateNotebookRuntimeTemplateRequest notebookRuntimeTemplate.
+                         * @member {google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate|null|undefined} notebookRuntimeTemplate
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @instance
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.prototype.notebookRuntimeTemplate = null;
+    
+                        /**
+                         * UpdateNotebookRuntimeTemplateRequest updateMask.
+                         * @member {google.protobuf.IFieldMask|null|undefined} updateMask
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @instance
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.prototype.updateMask = null;
+    
+                        /**
+                         * Creates a new UpdateNotebookRuntimeTemplateRequest instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest} UpdateNotebookRuntimeTemplateRequest instance
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.create = function create(properties) {
+                            return new UpdateNotebookRuntimeTemplateRequest(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified UpdateNotebookRuntimeTemplateRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest} message UpdateNotebookRuntimeTemplateRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.notebookRuntimeTemplate != null && Object.hasOwnProperty.call(message, "notebookRuntimeTemplate"))
+                                $root.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate.encode(message.notebookRuntimeTemplate, writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            if (message.updateMask != null && Object.hasOwnProperty.call(message, "updateMask"))
+                                $root.google.protobuf.FieldMask.encode(message.updateMask, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified UpdateNotebookRuntimeTemplateRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest} message UpdateNotebookRuntimeTemplateRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes an UpdateNotebookRuntimeTemplateRequest message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest} UpdateNotebookRuntimeTemplateRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.notebookRuntimeTemplate = $root.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 2: {
+                                        message.updateMask = $root.google.protobuf.FieldMask.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes an UpdateNotebookRuntimeTemplateRequest message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest} UpdateNotebookRuntimeTemplateRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies an UpdateNotebookRuntimeTemplateRequest message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.notebookRuntimeTemplate != null && message.hasOwnProperty("notebookRuntimeTemplate")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate.verify(message.notebookRuntimeTemplate);
+                                if (error)
+                                    return "notebookRuntimeTemplate." + error;
+                            }
+                            if (message.updateMask != null && message.hasOwnProperty("updateMask")) {
+                                var error = $root.google.protobuf.FieldMask.verify(message.updateMask);
+                                if (error)
+                                    return "updateMask." + error;
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates an UpdateNotebookRuntimeTemplateRequest message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest} UpdateNotebookRuntimeTemplateRequest
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest();
+                            if (object.notebookRuntimeTemplate != null) {
+                                if (typeof object.notebookRuntimeTemplate !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest.notebookRuntimeTemplate: object expected");
+                                message.notebookRuntimeTemplate = $root.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate.fromObject(object.notebookRuntimeTemplate);
+                            }
+                            if (object.updateMask != null) {
+                                if (typeof object.updateMask !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest.updateMask: object expected");
+                                message.updateMask = $root.google.protobuf.FieldMask.fromObject(object.updateMask);
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from an UpdateNotebookRuntimeTemplateRequest message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest} message UpdateNotebookRuntimeTemplateRequest
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                object.notebookRuntimeTemplate = null;
+                                object.updateMask = null;
+                            }
+                            if (message.notebookRuntimeTemplate != null && message.hasOwnProperty("notebookRuntimeTemplate"))
+                                object.notebookRuntimeTemplate = $root.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate.toObject(message.notebookRuntimeTemplate, options);
+                            if (message.updateMask != null && message.hasOwnProperty("updateMask"))
+                                object.updateMask = $root.google.protobuf.FieldMask.toObject(message.updateMask, options);
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this UpdateNotebookRuntimeTemplateRequest to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for UpdateNotebookRuntimeTemplateRequest
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        UpdateNotebookRuntimeTemplateRequest.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest";
+                        };
+    
+                        return UpdateNotebookRuntimeTemplateRequest;
+                    })();
+    
                     v1beta1.AssignNotebookRuntimeRequest = (function() {
     
                         /**
@@ -240310,6 +244730,238 @@
                         return CreateNotebookExecutionJobRequest;
                     })();
     
+                    v1beta1.CreateNotebookExecutionJobOperationMetadata = (function() {
+    
+                        /**
+                         * Properties of a CreateNotebookExecutionJobOperationMetadata.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface ICreateNotebookExecutionJobOperationMetadata
+                         * @property {google.cloud.aiplatform.v1beta1.IGenericOperationMetadata|null} [genericMetadata] CreateNotebookExecutionJobOperationMetadata genericMetadata
+                         * @property {string|null} [progressMessage] CreateNotebookExecutionJobOperationMetadata progressMessage
+                         */
+    
+                        /**
+                         * Constructs a new CreateNotebookExecutionJobOperationMetadata.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a CreateNotebookExecutionJobOperationMetadata.
+                         * @implements ICreateNotebookExecutionJobOperationMetadata
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata=} [properties] Properties to set
+                         */
+                        function CreateNotebookExecutionJobOperationMetadata(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * CreateNotebookExecutionJobOperationMetadata genericMetadata.
+                         * @member {google.cloud.aiplatform.v1beta1.IGenericOperationMetadata|null|undefined} genericMetadata
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @instance
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.prototype.genericMetadata = null;
+    
+                        /**
+                         * CreateNotebookExecutionJobOperationMetadata progressMessage.
+                         * @member {string} progressMessage
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @instance
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.prototype.progressMessage = "";
+    
+                        /**
+                         * Creates a new CreateNotebookExecutionJobOperationMetadata instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata} CreateNotebookExecutionJobOperationMetadata instance
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.create = function create(properties) {
+                            return new CreateNotebookExecutionJobOperationMetadata(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified CreateNotebookExecutionJobOperationMetadata message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata} message CreateNotebookExecutionJobOperationMetadata message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.genericMetadata != null && Object.hasOwnProperty.call(message, "genericMetadata"))
+                                $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.encode(message.genericMetadata, writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            if (message.progressMessage != null && Object.hasOwnProperty.call(message, "progressMessage"))
+                                writer.uint32(/* id 2, wireType 2 =*/18).string(message.progressMessage);
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified CreateNotebookExecutionJobOperationMetadata message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata} message CreateNotebookExecutionJobOperationMetadata message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a CreateNotebookExecutionJobOperationMetadata message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata} CreateNotebookExecutionJobOperationMetadata
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.genericMetadata = $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 2: {
+                                        message.progressMessage = reader.string();
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a CreateNotebookExecutionJobOperationMetadata message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata} CreateNotebookExecutionJobOperationMetadata
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a CreateNotebookExecutionJobOperationMetadata message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.genericMetadata != null && message.hasOwnProperty("genericMetadata")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.verify(message.genericMetadata);
+                                if (error)
+                                    return "genericMetadata." + error;
+                            }
+                            if (message.progressMessage != null && message.hasOwnProperty("progressMessage"))
+                                if (!$util.isString(message.progressMessage))
+                                    return "progressMessage: string expected";
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a CreateNotebookExecutionJobOperationMetadata message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata} CreateNotebookExecutionJobOperationMetadata
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata();
+                            if (object.genericMetadata != null) {
+                                if (typeof object.genericMetadata !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata.genericMetadata: object expected");
+                                message.genericMetadata = $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.fromObject(object.genericMetadata);
+                            }
+                            if (object.progressMessage != null)
+                                message.progressMessage = String(object.progressMessage);
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a CreateNotebookExecutionJobOperationMetadata message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata} message CreateNotebookExecutionJobOperationMetadata
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                object.genericMetadata = null;
+                                object.progressMessage = "";
+                            }
+                            if (message.genericMetadata != null && message.hasOwnProperty("genericMetadata"))
+                                object.genericMetadata = $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.toObject(message.genericMetadata, options);
+                            if (message.progressMessage != null && message.hasOwnProperty("progressMessage"))
+                                object.progressMessage = message.progressMessage;
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this CreateNotebookExecutionJobOperationMetadata to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for CreateNotebookExecutionJobOperationMetadata
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        CreateNotebookExecutionJobOperationMetadata.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata";
+                        };
+    
+                        return CreateNotebookExecutionJobOperationMetadata;
+                    })();
+    
                     v1beta1.GetNotebookExecutionJobRequest = (function() {
     
                         /**
@@ -258219,6 +262871,39 @@
                          * @variation 2
                          */
     
+                        /**
+                         * Callback as used by {@link google.cloud.aiplatform.v1beta1.PredictionService|chatCompletions}.
+                         * @memberof google.cloud.aiplatform.v1beta1.PredictionService
+                         * @typedef ChatCompletionsCallback
+                         * @type {function}
+                         * @param {Error|null} error Error, if any
+                         * @param {google.api.HttpBody} [response] HttpBody
+                         */
+    
+                        /**
+                         * Calls ChatCompletions.
+                         * @function chatCompletions
+                         * @memberof google.cloud.aiplatform.v1beta1.PredictionService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IChatCompletionsRequest} request ChatCompletionsRequest message or plain object
+                         * @param {google.cloud.aiplatform.v1beta1.PredictionService.ChatCompletionsCallback} callback Node-style callback called with the error, if any, and HttpBody
+                         * @returns {undefined}
+                         * @variation 1
+                         */
+                        Object.defineProperty(PredictionService.prototype.chatCompletions = function chatCompletions(request, callback) {
+                            return this.rpcCall(chatCompletions, $root.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest, $root.google.api.HttpBody, request, callback);
+                        }, "name", { value: "ChatCompletions" });
+    
+                        /**
+                         * Calls ChatCompletions.
+                         * @function chatCompletions
+                         * @memberof google.cloud.aiplatform.v1beta1.PredictionService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IChatCompletionsRequest} request ChatCompletionsRequest message or plain object
+                         * @returns {Promise<google.api.HttpBody>} Promise
+                         * @variation 2
+                         */
+    
                         return PredictionService;
                     })();
     
@@ -263610,6 +268295,7 @@
                          * @property {string|null} [model] GenerateContentRequest model
                          * @property {Array.<google.cloud.aiplatform.v1beta1.IContent>|null} [contents] GenerateContentRequest contents
                          * @property {google.cloud.aiplatform.v1beta1.IContent|null} [systemInstruction] GenerateContentRequest systemInstruction
+                         * @property {string|null} [cachedContent] GenerateContentRequest cachedContent
                          * @property {Array.<google.cloud.aiplatform.v1beta1.ITool>|null} [tools] GenerateContentRequest tools
                          * @property {google.cloud.aiplatform.v1beta1.IToolConfig|null} [toolConfig] GenerateContentRequest toolConfig
                          * @property {Array.<google.cloud.aiplatform.v1beta1.ISafetySetting>|null} [safetySettings] GenerateContentRequest safetySettings
@@ -263658,6 +268344,14 @@
                          */
                         GenerateContentRequest.prototype.systemInstruction = null;
     
+                        /**
+                         * GenerateContentRequest cachedContent.
+                         * @member {string} cachedContent
+                         * @memberof google.cloud.aiplatform.v1beta1.GenerateContentRequest
+                         * @instance
+                         */
+                        GenerateContentRequest.prototype.cachedContent = "";
+    
                         /**
                          * GenerateContentRequest tools.
                          * @member {Array.<google.cloud.aiplatform.v1beta1.ITool>} tools
@@ -263745,6 +268439,8 @@
                                 $root.google.cloud.aiplatform.v1beta1.ToolConfig.encode(message.toolConfig, writer.uint32(/* id 7, wireType 2 =*/58).fork()).ldelim();
                             if (message.systemInstruction != null && Object.hasOwnProperty.call(message, "systemInstruction"))
                                 $root.google.cloud.aiplatform.v1beta1.Content.encode(message.systemInstruction, writer.uint32(/* id 8, wireType 2 =*/66).fork()).ldelim();
+                            if (message.cachedContent != null && Object.hasOwnProperty.call(message, "cachedContent"))
+                                writer.uint32(/* id 9, wireType 2 =*/74).string(message.cachedContent);
                             return writer;
                         };
     
@@ -263793,6 +268489,10 @@
                                         message.systemInstruction = $root.google.cloud.aiplatform.v1beta1.Content.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 9: {
+                                        message.cachedContent = reader.string();
+                                        break;
+                                    }
                                 case 6: {
                                         if (!(message.tools && message.tools.length))
                                             message.tools = [];
@@ -263869,6 +268569,9 @@
                                         return "systemInstruction." + error;
                                 }
                             }
+                            if (message.cachedContent != null && message.hasOwnProperty("cachedContent"))
+                                if (!$util.isString(message.cachedContent))
+                                    return "cachedContent: string expected";
                             if (message.tools != null && message.hasOwnProperty("tools")) {
                                 if (!Array.isArray(message.tools))
                                     return "tools: array expected";
@@ -263929,6 +268632,8 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.GenerateContentRequest.systemInstruction: object expected");
                                 message.systemInstruction = $root.google.cloud.aiplatform.v1beta1.Content.fromObject(object.systemInstruction);
                             }
+                            if (object.cachedContent != null)
+                                message.cachedContent = String(object.cachedContent);
                             if (object.tools) {
                                 if (!Array.isArray(object.tools))
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.GenerateContentRequest.tools: array expected");
@@ -263984,6 +268689,7 @@
                                 object.generationConfig = null;
                                 object.model = "";
                                 object.toolConfig = null;
+                                object.cachedContent = "";
                             }
                             if (message.contents && message.contents.length) {
                                 object.contents = [];
@@ -264011,6 +268717,8 @@
                                 if (options.oneofs)
                                     object._systemInstruction = "systemInstruction";
                             }
+                            if (message.cachedContent != null && message.hasOwnProperty("cachedContent"))
+                                object.cachedContent = message.cachedContent;
                             return object;
                         };
     
@@ -264901,6 +269609,238 @@
                         return GenerateContentResponse;
                     })();
     
+                    v1beta1.ChatCompletionsRequest = (function() {
+    
+                        /**
+                         * Properties of a ChatCompletionsRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IChatCompletionsRequest
+                         * @property {string|null} [endpoint] ChatCompletionsRequest endpoint
+                         * @property {google.api.IHttpBody|null} [httpBody] ChatCompletionsRequest httpBody
+                         */
+    
+                        /**
+                         * Constructs a new ChatCompletionsRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a ChatCompletionsRequest.
+                         * @implements IChatCompletionsRequest
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IChatCompletionsRequest=} [properties] Properties to set
+                         */
+                        function ChatCompletionsRequest(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * ChatCompletionsRequest endpoint.
+                         * @member {string} endpoint
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @instance
+                         */
+                        ChatCompletionsRequest.prototype.endpoint = "";
+    
+                        /**
+                         * ChatCompletionsRequest httpBody.
+                         * @member {google.api.IHttpBody|null|undefined} httpBody
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @instance
+                         */
+                        ChatCompletionsRequest.prototype.httpBody = null;
+    
+                        /**
+                         * Creates a new ChatCompletionsRequest instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IChatCompletionsRequest=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.ChatCompletionsRequest} ChatCompletionsRequest instance
+                         */
+                        ChatCompletionsRequest.create = function create(properties) {
+                            return new ChatCompletionsRequest(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified ChatCompletionsRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ChatCompletionsRequest.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IChatCompletionsRequest} message ChatCompletionsRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        ChatCompletionsRequest.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.endpoint != null && Object.hasOwnProperty.call(message, "endpoint"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.endpoint);
+                            if (message.httpBody != null && Object.hasOwnProperty.call(message, "httpBody"))
+                                $root.google.api.HttpBody.encode(message.httpBody, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified ChatCompletionsRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ChatCompletionsRequest.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IChatCompletionsRequest} message ChatCompletionsRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        ChatCompletionsRequest.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a ChatCompletionsRequest message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.ChatCompletionsRequest} ChatCompletionsRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        ChatCompletionsRequest.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.endpoint = reader.string();
+                                        break;
+                                    }
+                                case 2: {
+                                        message.httpBody = $root.google.api.HttpBody.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a ChatCompletionsRequest message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.ChatCompletionsRequest} ChatCompletionsRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        ChatCompletionsRequest.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a ChatCompletionsRequest message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        ChatCompletionsRequest.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.endpoint != null && message.hasOwnProperty("endpoint"))
+                                if (!$util.isString(message.endpoint))
+                                    return "endpoint: string expected";
+                            if (message.httpBody != null && message.hasOwnProperty("httpBody")) {
+                                var error = $root.google.api.HttpBody.verify(message.httpBody);
+                                if (error)
+                                    return "httpBody." + error;
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a ChatCompletionsRequest message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.ChatCompletionsRequest} ChatCompletionsRequest
+                         */
+                        ChatCompletionsRequest.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest();
+                            if (object.endpoint != null)
+                                message.endpoint = String(object.endpoint);
+                            if (object.httpBody != null) {
+                                if (typeof object.httpBody !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.ChatCompletionsRequest.httpBody: object expected");
+                                message.httpBody = $root.google.api.HttpBody.fromObject(object.httpBody);
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a ChatCompletionsRequest message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ChatCompletionsRequest} message ChatCompletionsRequest
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        ChatCompletionsRequest.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                object.endpoint = "";
+                                object.httpBody = null;
+                            }
+                            if (message.endpoint != null && message.hasOwnProperty("endpoint"))
+                                object.endpoint = message.endpoint;
+                            if (message.httpBody != null && message.hasOwnProperty("httpBody"))
+                                object.httpBody = $root.google.api.HttpBody.toObject(message.httpBody, options);
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this ChatCompletionsRequest to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        ChatCompletionsRequest.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for ChatCompletionsRequest
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.ChatCompletionsRequest
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        ChatCompletionsRequest.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.ChatCompletionsRequest";
+                        };
+    
+                        return ChatCompletionsRequest;
+                    })();
+    
                     v1beta1.ReasoningEngineSpec = (function() {
     
                         /**
@@ -266423,6 +271363,39 @@
                          * @variation 2
                          */
     
+                        /**
+                         * Callback as used by {@link google.cloud.aiplatform.v1beta1.ReasoningEngineService|updateReasoningEngine}.
+                         * @memberof google.cloud.aiplatform.v1beta1.ReasoningEngineService
+                         * @typedef UpdateReasoningEngineCallback
+                         * @type {function}
+                         * @param {Error|null} error Error, if any
+                         * @param {google.longrunning.Operation} [response] Operation
+                         */
+    
+                        /**
+                         * Calls UpdateReasoningEngine.
+                         * @function updateReasoningEngine
+                         * @memberof google.cloud.aiplatform.v1beta1.ReasoningEngineService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest} request UpdateReasoningEngineRequest message or plain object
+                         * @param {google.cloud.aiplatform.v1beta1.ReasoningEngineService.UpdateReasoningEngineCallback} callback Node-style callback called with the error, if any, and Operation
+                         * @returns {undefined}
+                         * @variation 1
+                         */
+                        Object.defineProperty(ReasoningEngineService.prototype.updateReasoningEngine = function updateReasoningEngine(request, callback) {
+                            return this.rpcCall(updateReasoningEngine, $root.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest, $root.google.longrunning.Operation, request, callback);
+                        }, "name", { value: "UpdateReasoningEngine" });
+    
+                        /**
+                         * Calls UpdateReasoningEngine.
+                         * @function updateReasoningEngine
+                         * @memberof google.cloud.aiplatform.v1beta1.ReasoningEngineService
+                         * @instance
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest} request UpdateReasoningEngineRequest message or plain object
+                         * @returns {Promise<google.longrunning.Operation>} Promise
+                         * @variation 2
+                         */
+    
                         /**
                          * Callback as used by {@link google.cloud.aiplatform.v1beta1.ReasoningEngineService|deleteReasoningEngine}.
                          * @memberof google.cloud.aiplatform.v1beta1.ReasoningEngineService
@@ -267102,6 +272075,451 @@
                         return GetReasoningEngineRequest;
                     })();
     
+                    v1beta1.UpdateReasoningEngineRequest = (function() {
+    
+                        /**
+                         * Properties of an UpdateReasoningEngineRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IUpdateReasoningEngineRequest
+                         * @property {google.cloud.aiplatform.v1beta1.IReasoningEngine|null} [reasoningEngine] UpdateReasoningEngineRequest reasoningEngine
+                         * @property {google.protobuf.IFieldMask|null} [updateMask] UpdateReasoningEngineRequest updateMask
+                         */
+    
+                        /**
+                         * Constructs a new UpdateReasoningEngineRequest.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents an UpdateReasoningEngineRequest.
+                         * @implements IUpdateReasoningEngineRequest
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest=} [properties] Properties to set
+                         */
+                        function UpdateReasoningEngineRequest(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * UpdateReasoningEngineRequest reasoningEngine.
+                         * @member {google.cloud.aiplatform.v1beta1.IReasoningEngine|null|undefined} reasoningEngine
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @instance
+                         */
+                        UpdateReasoningEngineRequest.prototype.reasoningEngine = null;
+    
+                        /**
+                         * UpdateReasoningEngineRequest updateMask.
+                         * @member {google.protobuf.IFieldMask|null|undefined} updateMask
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @instance
+                         */
+                        UpdateReasoningEngineRequest.prototype.updateMask = null;
+    
+                        /**
+                         * Creates a new UpdateReasoningEngineRequest instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest} UpdateReasoningEngineRequest instance
+                         */
+                        UpdateReasoningEngineRequest.create = function create(properties) {
+                            return new UpdateReasoningEngineRequest(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified UpdateReasoningEngineRequest message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest} message UpdateReasoningEngineRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        UpdateReasoningEngineRequest.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.reasoningEngine != null && Object.hasOwnProperty.call(message, "reasoningEngine"))
+                                $root.google.cloud.aiplatform.v1beta1.ReasoningEngine.encode(message.reasoningEngine, writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            if (message.updateMask != null && Object.hasOwnProperty.call(message, "updateMask"))
+                                $root.google.protobuf.FieldMask.encode(message.updateMask, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified UpdateReasoningEngineRequest message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest} message UpdateReasoningEngineRequest message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        UpdateReasoningEngineRequest.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes an UpdateReasoningEngineRequest message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest} UpdateReasoningEngineRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        UpdateReasoningEngineRequest.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.reasoningEngine = $root.google.cloud.aiplatform.v1beta1.ReasoningEngine.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 2: {
+                                        message.updateMask = $root.google.protobuf.FieldMask.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes an UpdateReasoningEngineRequest message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest} UpdateReasoningEngineRequest
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        UpdateReasoningEngineRequest.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies an UpdateReasoningEngineRequest message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        UpdateReasoningEngineRequest.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.reasoningEngine != null && message.hasOwnProperty("reasoningEngine")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.ReasoningEngine.verify(message.reasoningEngine);
+                                if (error)
+                                    return "reasoningEngine." + error;
+                            }
+                            if (message.updateMask != null && message.hasOwnProperty("updateMask")) {
+                                var error = $root.google.protobuf.FieldMask.verify(message.updateMask);
+                                if (error)
+                                    return "updateMask." + error;
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates an UpdateReasoningEngineRequest message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest} UpdateReasoningEngineRequest
+                         */
+                        UpdateReasoningEngineRequest.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest();
+                            if (object.reasoningEngine != null) {
+                                if (typeof object.reasoningEngine !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest.reasoningEngine: object expected");
+                                message.reasoningEngine = $root.google.cloud.aiplatform.v1beta1.ReasoningEngine.fromObject(object.reasoningEngine);
+                            }
+                            if (object.updateMask != null) {
+                                if (typeof object.updateMask !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest.updateMask: object expected");
+                                message.updateMask = $root.google.protobuf.FieldMask.fromObject(object.updateMask);
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from an UpdateReasoningEngineRequest message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest} message UpdateReasoningEngineRequest
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        UpdateReasoningEngineRequest.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                object.reasoningEngine = null;
+                                object.updateMask = null;
+                            }
+                            if (message.reasoningEngine != null && message.hasOwnProperty("reasoningEngine"))
+                                object.reasoningEngine = $root.google.cloud.aiplatform.v1beta1.ReasoningEngine.toObject(message.reasoningEngine, options);
+                            if (message.updateMask != null && message.hasOwnProperty("updateMask"))
+                                object.updateMask = $root.google.protobuf.FieldMask.toObject(message.updateMask, options);
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this UpdateReasoningEngineRequest to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        UpdateReasoningEngineRequest.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for UpdateReasoningEngineRequest
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        UpdateReasoningEngineRequest.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest";
+                        };
+    
+                        return UpdateReasoningEngineRequest;
+                    })();
+    
+                    v1beta1.UpdateReasoningEngineOperationMetadata = (function() {
+    
+                        /**
+                         * Properties of an UpdateReasoningEngineOperationMetadata.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IUpdateReasoningEngineOperationMetadata
+                         * @property {google.cloud.aiplatform.v1beta1.IGenericOperationMetadata|null} [genericMetadata] UpdateReasoningEngineOperationMetadata genericMetadata
+                         */
+    
+                        /**
+                         * Constructs a new UpdateReasoningEngineOperationMetadata.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents an UpdateReasoningEngineOperationMetadata.
+                         * @implements IUpdateReasoningEngineOperationMetadata
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata=} [properties] Properties to set
+                         */
+                        function UpdateReasoningEngineOperationMetadata(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * UpdateReasoningEngineOperationMetadata genericMetadata.
+                         * @member {google.cloud.aiplatform.v1beta1.IGenericOperationMetadata|null|undefined} genericMetadata
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @instance
+                         */
+                        UpdateReasoningEngineOperationMetadata.prototype.genericMetadata = null;
+    
+                        /**
+                         * Creates a new UpdateReasoningEngineOperationMetadata instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata} UpdateReasoningEngineOperationMetadata instance
+                         */
+                        UpdateReasoningEngineOperationMetadata.create = function create(properties) {
+                            return new UpdateReasoningEngineOperationMetadata(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified UpdateReasoningEngineOperationMetadata message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata} message UpdateReasoningEngineOperationMetadata message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        UpdateReasoningEngineOperationMetadata.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.genericMetadata != null && Object.hasOwnProperty.call(message, "genericMetadata"))
+                                $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.encode(message.genericMetadata, writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified UpdateReasoningEngineOperationMetadata message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata} message UpdateReasoningEngineOperationMetadata message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        UpdateReasoningEngineOperationMetadata.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes an UpdateReasoningEngineOperationMetadata message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata} UpdateReasoningEngineOperationMetadata
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        UpdateReasoningEngineOperationMetadata.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.genericMetadata = $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes an UpdateReasoningEngineOperationMetadata message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata} UpdateReasoningEngineOperationMetadata
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        UpdateReasoningEngineOperationMetadata.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies an UpdateReasoningEngineOperationMetadata message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        UpdateReasoningEngineOperationMetadata.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.genericMetadata != null && message.hasOwnProperty("genericMetadata")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.verify(message.genericMetadata);
+                                if (error)
+                                    return "genericMetadata." + error;
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates an UpdateReasoningEngineOperationMetadata message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata} UpdateReasoningEngineOperationMetadata
+                         */
+                        UpdateReasoningEngineOperationMetadata.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata();
+                            if (object.genericMetadata != null) {
+                                if (typeof object.genericMetadata !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata.genericMetadata: object expected");
+                                message.genericMetadata = $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.fromObject(object.genericMetadata);
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from an UpdateReasoningEngineOperationMetadata message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata} message UpdateReasoningEngineOperationMetadata
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        UpdateReasoningEngineOperationMetadata.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults)
+                                object.genericMetadata = null;
+                            if (message.genericMetadata != null && message.hasOwnProperty("genericMetadata"))
+                                object.genericMetadata = $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.toObject(message.genericMetadata, options);
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this UpdateReasoningEngineOperationMetadata to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        UpdateReasoningEngineOperationMetadata.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for UpdateReasoningEngineOperationMetadata
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        UpdateReasoningEngineOperationMetadata.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata";
+                        };
+    
+                        return UpdateReasoningEngineOperationMetadata;
+                    })();
+    
                     v1beta1.ListReasoningEnginesRequest = (function() {
     
                         /**
@@ -320782,6 +326200,7 @@
                          * @property {google.cloud.aiplatform.v1beta1.IGenericOperationMetadata|null} [genericMetadata] ImportRagFilesOperationMetadata genericMetadata
                          * @property {number|Long|null} [ragCorpusId] ImportRagFilesOperationMetadata ragCorpusId
                          * @property {google.cloud.aiplatform.v1beta1.IImportRagFilesConfig|null} [importRagFilesConfig] ImportRagFilesOperationMetadata importRagFilesConfig
+                         * @property {number|null} [progressPercentage] ImportRagFilesOperationMetadata progressPercentage
                          */
     
                         /**
@@ -320823,6 +326242,14 @@
                          */
                         ImportRagFilesOperationMetadata.prototype.importRagFilesConfig = null;
     
+                        /**
+                         * ImportRagFilesOperationMetadata progressPercentage.
+                         * @member {number} progressPercentage
+                         * @memberof google.cloud.aiplatform.v1beta1.ImportRagFilesOperationMetadata
+                         * @instance
+                         */
+                        ImportRagFilesOperationMetadata.prototype.progressPercentage = 0;
+    
                         /**
                          * Creates a new ImportRagFilesOperationMetadata instance using the specified properties.
                          * @function create
@@ -320853,6 +326280,8 @@
                                 writer.uint32(/* id 2, wireType 0 =*/16).int64(message.ragCorpusId);
                             if (message.importRagFilesConfig != null && Object.hasOwnProperty.call(message, "importRagFilesConfig"))
                                 $root.google.cloud.aiplatform.v1beta1.ImportRagFilesConfig.encode(message.importRagFilesConfig, writer.uint32(/* id 3, wireType 2 =*/26).fork()).ldelim();
+                            if (message.progressPercentage != null && Object.hasOwnProperty.call(message, "progressPercentage"))
+                                writer.uint32(/* id 4, wireType 0 =*/32).int32(message.progressPercentage);
                             return writer;
                         };
     
@@ -320899,6 +326328,10 @@
                                         message.importRagFilesConfig = $root.google.cloud.aiplatform.v1beta1.ImportRagFilesConfig.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 4: {
+                                        message.progressPercentage = reader.int32();
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -320947,6 +326380,9 @@
                                 if (error)
                                     return "importRagFilesConfig." + error;
                             }
+                            if (message.progressPercentage != null && message.hasOwnProperty("progressPercentage"))
+                                if (!$util.isInteger(message.progressPercentage))
+                                    return "progressPercentage: integer expected";
                             return null;
                         };
     
@@ -320981,6 +326417,8 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.ImportRagFilesOperationMetadata.importRagFilesConfig: object expected");
                                 message.importRagFilesConfig = $root.google.cloud.aiplatform.v1beta1.ImportRagFilesConfig.fromObject(object.importRagFilesConfig);
                             }
+                            if (object.progressPercentage != null)
+                                message.progressPercentage = object.progressPercentage | 0;
                             return message;
                         };
     
@@ -321005,6 +326443,7 @@
                                 } else
                                     object.ragCorpusId = options.longs === String ? "0" : 0;
                                 object.importRagFilesConfig = null;
+                                object.progressPercentage = 0;
                             }
                             if (message.genericMetadata != null && message.hasOwnProperty("genericMetadata"))
                                 object.genericMetadata = $root.google.cloud.aiplatform.v1beta1.GenericOperationMetadata.toObject(message.genericMetadata, options);
@@ -321015,6 +326454,8 @@
                                     object.ragCorpusId = options.longs === String ? $util.Long.prototype.toString.call(message.ragCorpusId) : options.longs === Number ? new $util.LongBits(message.ragCorpusId.low >>> 0, message.ragCorpusId.high >>> 0).toNumber() : message.ragCorpusId;
                             if (message.importRagFilesConfig != null && message.hasOwnProperty("importRagFilesConfig"))
                                 object.importRagFilesConfig = $root.google.cloud.aiplatform.v1beta1.ImportRagFilesConfig.toObject(message.importRagFilesConfig, options);
+                            if (message.progressPercentage != null && message.hasOwnProperty("progressPercentage"))
+                                object.progressPercentage = message.progressPercentage;
                             return object;
                         };
     
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.json
index 563fab6e1f9..12a95d2c6e1 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/protos/protos.json
@@ -2694,6 +2694,93 @@
                         }
                       }
                     },
+                    "CachedContent": {
+                      "options": {
+                        "(google.api.resource).type": "aiplatform.googleapis.com/CachedContent",
+                        "(google.api.resource).pattern": "projects/{project}/locations/{location}/cachedContents/{cached_content}",
+                        "(google.api.resource).plural": "cachedContents",
+                        "(google.api.resource).singular": "cachedContent"
+                      },
+                      "oneofs": {
+                        "expiration": {
+                          "oneof": [
+                            "expireTime",
+                            "ttl"
+                          ]
+                        }
+                      },
+                      "fields": {
+                        "expireTime": {
+                          "type": "google.protobuf.Timestamp",
+                          "id": 9
+                        },
+                        "ttl": {
+                          "type": "google.protobuf.Duration",
+                          "id": 10,
+                          "options": {
+                            "(google.api.field_behavior)": "INPUT_ONLY"
+                          }
+                        },
+                        "name": {
+                          "type": "string",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "IMMUTABLE"
+                          }
+                        },
+                        "model": {
+                          "type": "string",
+                          "id": 2,
+                          "options": {
+                            "(google.api.field_behavior)": "IMMUTABLE"
+                          }
+                        },
+                        "systemInstruction": {
+                          "type": "Content",
+                          "id": 3,
+                          "options": {
+                            "(google.api.field_behavior)": "INPUT_ONLY"
+                          }
+                        },
+                        "contents": {
+                          "rule": "repeated",
+                          "type": "Content",
+                          "id": 4,
+                          "options": {
+                            "(google.api.field_behavior)": "INPUT_ONLY"
+                          }
+                        },
+                        "tools": {
+                          "rule": "repeated",
+                          "type": "Tool",
+                          "id": 5,
+                          "options": {
+                            "(google.api.field_behavior)": "INPUT_ONLY"
+                          }
+                        },
+                        "toolConfig": {
+                          "type": "ToolConfig",
+                          "id": 6,
+                          "options": {
+                            "(google.api.field_behavior)": "INPUT_ONLY"
+                          }
+                        },
+                        "createTime": {
+                          "type": "google.protobuf.Timestamp",
+                          "id": 7,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
+                        "updateTime": {
+                          "type": "google.protobuf.Timestamp",
+                          "id": 8,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        }
+                      }
+                    },
                     "HarmCategory": {
                       "values": {
                         "HARM_CATEGORY_UNSPECIFIED": 0,
@@ -4567,6 +4654,13 @@
                           "options": {
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
+                        },
+                        "modelReference": {
+                          "type": "string",
+                          "id": 18,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
                         }
                       }
                     },
@@ -5819,6 +5913,13 @@
                           "options": {
                             "(google.api.field_behavior)": "REQUIRED"
                           }
+                        },
+                        "modelReference": {
+                          "type": "string",
+                          "id": 9,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
                         }
                       }
                     },
@@ -5902,6 +6003,18 @@
                             "(google.api.field_behavior)": "REQUIRED"
                           }
                         },
+                        "encryptionSpec": {
+                          "type": "EncryptionSpec",
+                          "id": 5
+                        },
+                        "serviceAccount": {
+                          "type": "string",
+                          "id": 6
+                        },
+                        "disableContainerLogging": {
+                          "type": "bool",
+                          "id": 7
+                        },
                         "createTime": {
                           "type": "google.protobuf.Timestamp",
                           "id": 4,
@@ -10214,12 +10327,15 @@
                               "type": "string",
                               "id": 1,
                               "options": {
-                                "deprecated": true
+                                "(google.api.field_behavior)": "OPTIONAL"
                               }
                             },
-                            "appId": {
+                            "engineId": {
                               "type": "string",
-                              "id": 2
+                              "id": 2,
+                              "options": {
+                                "(google.api.field_behavior)": "OPTIONAL"
+                              }
                             }
                           }
                         }
@@ -10730,7 +10846,8 @@
                             "INT64_ARRAY": 10,
                             "STRING": 11,
                             "STRING_ARRAY": 12,
-                            "BYTES": 13
+                            "BYTES": 13,
+                            "STRUCT": 14
                           }
                         }
                       }
@@ -10899,6 +11016,13 @@
                             "deprecated": true,
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
+                        },
+                        "encryptionSpec": {
+                          "type": "EncryptionSpec",
+                          "id": 13,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
                         }
                       },
                       "nested": {
@@ -12750,7 +12874,8 @@
                             "doubleArrayValue",
                             "int64ArrayValue",
                             "stringArrayValue",
-                            "bytesValue"
+                            "bytesValue",
+                            "structValue"
                           ]
                         }
                       },
@@ -12791,6 +12916,10 @@
                           "type": "bytes",
                           "id": 13
                         },
+                        "structValue": {
+                          "type": "StructValue",
+                          "id": 15
+                        },
                         "metadata": {
                           "type": "Metadata",
                           "id": 14
@@ -12807,6 +12936,27 @@
                         }
                       }
                     },
+                    "StructValue": {
+                      "fields": {
+                        "values": {
+                          "rule": "repeated",
+                          "type": "StructFieldValue",
+                          "id": 1
+                        }
+                      }
+                    },
+                    "StructFieldValue": {
+                      "fields": {
+                        "name": {
+                          "type": "string",
+                          "id": 1
+                        },
+                        "value": {
+                          "type": "FeatureValue",
+                          "id": 2
+                        }
+                      }
+                    },
                     "FeatureValueList": {
                       "fields": {
                         "values": {
@@ -14944,6 +15094,208 @@
                         }
                       }
                     },
+                    "GenAiCacheService": {
+                      "options": {
+                        "(google.api.default_host)": "aiplatform.googleapis.com",
+                        "(google.api.oauth_scopes)": "https://www.googleapis.com/auth/cloud-platform"
+                      },
+                      "methods": {
+                        "CreateCachedContent": {
+                          "requestType": "CreateCachedContentRequest",
+                          "responseType": "CachedContent",
+                          "options": {
+                            "(google.api.http).post": "/v1beta1/{parent=projects/*/locations/*}/cachedContents",
+                            "(google.api.http).body": "cached_content",
+                            "(google.api.method_signature)": "parent,cached_content"
+                          },
+                          "parsedOptions": [
+                            {
+                              "(google.api.http)": {
+                                "post": "/v1beta1/{parent=projects/*/locations/*}/cachedContents",
+                                "body": "cached_content"
+                              }
+                            },
+                            {
+                              "(google.api.method_signature)": "parent,cached_content"
+                            }
+                          ]
+                        },
+                        "GetCachedContent": {
+                          "requestType": "GetCachedContentRequest",
+                          "responseType": "CachedContent",
+                          "options": {
+                            "(google.api.http).get": "/v1beta1/{name=projects/*/locations/*/cachedContents/*}",
+                            "(google.api.method_signature)": "name"
+                          },
+                          "parsedOptions": [
+                            {
+                              "(google.api.http)": {
+                                "get": "/v1beta1/{name=projects/*/locations/*/cachedContents/*}"
+                              }
+                            },
+                            {
+                              "(google.api.method_signature)": "name"
+                            }
+                          ]
+                        },
+                        "UpdateCachedContent": {
+                          "requestType": "UpdateCachedContentRequest",
+                          "responseType": "CachedContent",
+                          "options": {
+                            "(google.api.http).patch": "/v1beta1/{cached_content.name=projects/*/locations/*/cachedContents/*}",
+                            "(google.api.http).body": "cached_content",
+                            "(google.api.method_signature)": "cached_content,update_mask"
+                          },
+                          "parsedOptions": [
+                            {
+                              "(google.api.http)": {
+                                "patch": "/v1beta1/{cached_content.name=projects/*/locations/*/cachedContents/*}",
+                                "body": "cached_content"
+                              }
+                            },
+                            {
+                              "(google.api.method_signature)": "cached_content,update_mask"
+                            }
+                          ]
+                        },
+                        "DeleteCachedContent": {
+                          "requestType": "DeleteCachedContentRequest",
+                          "responseType": "google.protobuf.Empty",
+                          "options": {
+                            "(google.api.http).delete": "/v1beta1/{name=projects/*/locations/*/cachedContents/*}",
+                            "(google.api.method_signature)": "name"
+                          },
+                          "parsedOptions": [
+                            {
+                              "(google.api.http)": {
+                                "delete": "/v1beta1/{name=projects/*/locations/*/cachedContents/*}"
+                              }
+                            },
+                            {
+                              "(google.api.method_signature)": "name"
+                            }
+                          ]
+                        },
+                        "ListCachedContents": {
+                          "requestType": "ListCachedContentsRequest",
+                          "responseType": "ListCachedContentsResponse",
+                          "options": {
+                            "(google.api.http).get": "/v1beta1/{parent=projects/*/locations/*}/cachedContents",
+                            "(google.api.method_signature)": "parent"
+                          },
+                          "parsedOptions": [
+                            {
+                              "(google.api.http)": {
+                                "get": "/v1beta1/{parent=projects/*/locations/*}/cachedContents"
+                              }
+                            },
+                            {
+                              "(google.api.method_signature)": "parent"
+                            }
+                          ]
+                        }
+                      }
+                    },
+                    "CreateCachedContentRequest": {
+                      "fields": {
+                        "parent": {
+                          "type": "string",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED",
+                            "(google.api.resource_reference).child_type": "aiplatform.googleapis.com/CachedContent"
+                          }
+                        },
+                        "cachedContent": {
+                          "type": "CachedContent",
+                          "id": 2,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED"
+                          }
+                        }
+                      }
+                    },
+                    "GetCachedContentRequest": {
+                      "fields": {
+                        "name": {
+                          "type": "string",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED",
+                            "(google.api.resource_reference).type": "aiplatform.googleapis.com/CachedContent"
+                          }
+                        }
+                      }
+                    },
+                    "UpdateCachedContentRequest": {
+                      "fields": {
+                        "cachedContent": {
+                          "type": "CachedContent",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED"
+                          }
+                        },
+                        "updateMask": {
+                          "type": "google.protobuf.FieldMask",
+                          "id": 2,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED"
+                          }
+                        }
+                      }
+                    },
+                    "DeleteCachedContentRequest": {
+                      "fields": {
+                        "name": {
+                          "type": "string",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED",
+                            "(google.api.resource_reference).type": "aiplatform.googleapis.com/CachedContent"
+                          }
+                        }
+                      }
+                    },
+                    "ListCachedContentsRequest": {
+                      "fields": {
+                        "parent": {
+                          "type": "string",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED",
+                            "(google.api.resource_reference).child_type": "aiplatform.googleapis.com/CachedContent"
+                          }
+                        },
+                        "pageSize": {
+                          "type": "int32",
+                          "id": 2,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
+                        },
+                        "pageToken": {
+                          "type": "string",
+                          "id": 3,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
+                        }
+                      }
+                    },
+                    "ListCachedContentsResponse": {
+                      "fields": {
+                        "cachedContents": {
+                          "rule": "repeated",
+                          "type": "CachedContent",
+                          "id": 1
+                        },
+                        "nextPageToken": {
+                          "type": "string",
+                          "id": 2
+                        }
+                      }
+                    },
                     "GenAiTuningService": {
                       "options": {
                         "(google.api.default_host)": "aiplatform.googleapis.com",
@@ -16516,6 +16868,13 @@
                             "(google.api.field_behavior)": "REQUIRED"
                           }
                         },
+                        "sparseEmbedding": {
+                          "type": "SparseEmbedding",
+                          "id": 7,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
+                        },
                         "restricts": {
                           "rule": "repeated",
                           "type": "Restriction",
@@ -16532,15 +16891,35 @@
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
                         },
-                        "crowdingTag": {
-                          "type": "CrowdingTag",
-                          "id": 5,
-                          "options": {
-                            "(google.api.field_behavior)": "OPTIONAL"
-                          }
-                        }
-                      },
-                      "nested": {
+                        "crowdingTag": {
+                          "type": "CrowdingTag",
+                          "id": 5,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
+                        }
+                      },
+                      "nested": {
+                        "SparseEmbedding": {
+                          "fields": {
+                            "values": {
+                              "rule": "repeated",
+                              "type": "float",
+                              "id": 1,
+                              "options": {
+                                "(google.api.field_behavior)": "REQUIRED"
+                              }
+                            },
+                            "dimensions": {
+                              "rule": "repeated",
+                              "type": "int64",
+                              "id": 2,
+                              "options": {
+                                "(google.api.field_behavior)": "REQUIRED"
+                              }
+                            }
+                          }
+                        },
                         "Restriction": {
                           "fields": {
                             "namespace": {
@@ -16624,6 +17003,13 @@
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
                         },
+                        "sparseVectorsCount": {
+                          "type": "int64",
+                          "id": 3,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
                         "shardsCount": {
                           "type": "int32",
                           "id": 2,
@@ -17683,7 +18069,10 @@
                                 "MULTIPLE_VALUES": 11,
                                 "INVALID_NUMERIC_VALUE": 12,
                                 "INVALID_ENCODING": 13,
-                                "INVALID_TOKEN_VALUE": 15
+                                "INVALID_SPARSE_DIMENSIONS": 14,
+                                "INVALID_TOKEN_VALUE": 15,
+                                "INVALID_SPARSE_EMBEDDING": 16,
+                                "INVALID_EMBEDDING": 17
                               }
                             }
                           }
@@ -17706,6 +18095,14 @@
                               "rule": "repeated",
                               "type": "RecordError",
                               "id": 4
+                            },
+                            "validSparseRecordCount": {
+                              "type": "int64",
+                              "id": 5
+                            },
+                            "invalidSparseRecordCount": {
+                              "type": "int64",
+                              "id": 6
                             }
                           }
                         }
@@ -19685,7 +20082,21 @@
                       },
                       "nested": {
                         "Query": {
+                          "oneofs": {
+                            "ranking": {
+                              "oneof": [
+                                "rrf"
+                              ]
+                            }
+                          },
                           "fields": {
+                            "rrf": {
+                              "type": "RRF",
+                              "id": 6,
+                              "options": {
+                                "(google.api.field_behavior)": "OPTIONAL"
+                              }
+                            },
                             "datapoint": {
                               "type": "IndexDatapoint",
                               "id": 1,
@@ -19709,6 +20120,19 @@
                               "type": "double",
                               "id": 5
                             }
+                          },
+                          "nested": {
+                            "RRF": {
+                              "fields": {
+                                "alpha": {
+                                  "type": "float",
+                                  "id": 1,
+                                  "options": {
+                                    "(google.api.field_behavior)": "REQUIRED"
+                                  }
+                                }
+                              }
+                            }
                           }
                         }
                       }
@@ -19731,6 +20155,10 @@
                             "distance": {
                               "type": "double",
                               "id": 2
+                            },
+                            "sparseDistance": {
+                              "type": "double",
+                              "id": 3
                             }
                           }
                         },
@@ -21370,6 +21798,13 @@
                           "options": {
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
+                        },
+                        "dataplexConfig": {
+                          "type": "DataplexConfig",
+                          "id": 8,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
                         }
                       },
                       "nested": {
@@ -21380,6 +21815,17 @@
                               "id": 1
                             }
                           }
+                        },
+                        "DataplexConfig": {
+                          "fields": {
+                            "enabledPipelinesLineage": {
+                              "type": "bool",
+                              "id": 1,
+                              "options": {
+                                "(google.api.field_behavior)": "OPTIONAL"
+                              }
+                            }
+                          }
                         }
                       }
                     },
@@ -25104,7 +25550,8 @@
                         "notebookSource": {
                           "oneof": [
                             "dataformRepositorySource",
-                            "gcsNotebookSource"
+                            "gcsNotebookSource",
+                            "directNotebookSource"
                           ]
                         },
                         "environmentSpec": {
@@ -25133,6 +25580,10 @@
                           "type": "GcsNotebookSource",
                           "id": 4
                         },
+                        "directNotebookSource": {
+                          "type": "DirectNotebookSource",
+                          "id": 17
+                        },
                         "notebookRuntimeTemplateResourceName": {
                           "type": "string",
                           "id": 14,
@@ -25202,6 +25653,11 @@
                           "options": {
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
+                        },
+                        "labels": {
+                          "keyType": "string",
+                          "type": "string",
+                          "id": 19
                         }
                       },
                       "nested": {
@@ -25228,6 +25684,14 @@
                               "id": 2
                             }
                           }
+                        },
+                        "DirectNotebookSource": {
+                          "fields": {
+                            "content": {
+                              "type": "bytes",
+                              "id": 1
+                            }
+                          }
                         }
                       }
                     },
@@ -25358,6 +25822,10 @@
                           "options": {
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
+                        },
+                        "encryptionSpec": {
+                          "type": "EncryptionSpec",
+                          "id": 23
                         }
                       }
                     },
@@ -25474,6 +25942,13 @@
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
                         },
+                        "idleShutdownConfig": {
+                          "type": "NotebookIdleShutdownConfig",
+                          "id": 23,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
                         "networkTags": {
                           "rule": "repeated",
                           "type": "string",
@@ -25481,6 +25956,27 @@
                           "options": {
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
+                        },
+                        "encryptionSpec": {
+                          "type": "EncryptionSpec",
+                          "id": 28,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
+                        "satisfiesPzs": {
+                          "type": "bool",
+                          "id": 29,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
+                        "satisfiesPzi": {
+                          "type": "bool",
+                          "id": 30,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
                         }
                       },
                       "nested": {
@@ -25613,6 +26109,26 @@
                             }
                           ]
                         },
+                        "UpdateNotebookRuntimeTemplate": {
+                          "requestType": "UpdateNotebookRuntimeTemplateRequest",
+                          "responseType": "NotebookRuntimeTemplate",
+                          "options": {
+                            "(google.api.http).patch": "/v1beta1/{notebook_runtime_template.name=projects/*/locations/*/notebookRuntimeTemplates/*}",
+                            "(google.api.http).body": "notebook_runtime_template",
+                            "(google.api.method_signature)": "notebook_runtime_template,update_mask"
+                          },
+                          "parsedOptions": [
+                            {
+                              "(google.api.http)": {
+                                "patch": "/v1beta1/{notebook_runtime_template.name=projects/*/locations/*/notebookRuntimeTemplates/*}",
+                                "body": "notebook_runtime_template"
+                              }
+                            },
+                            {
+                              "(google.api.method_signature)": "notebook_runtime_template,update_mask"
+                            }
+                          ]
+                        },
                         "AssignNotebookRuntime": {
                           "requestType": "AssignNotebookRuntimeRequest",
                           "responseType": "google.longrunning.Operation",
@@ -25759,6 +26275,34 @@
                             }
                           ]
                         },
+                        "CreateNotebookExecutionJob": {
+                          "requestType": "CreateNotebookExecutionJobRequest",
+                          "responseType": "google.longrunning.Operation",
+                          "options": {
+                            "(google.api.http).post": "/v1beta1/{parent=projects/*/locations/*}/notebookExecutionJobs",
+                            "(google.api.http).body": "notebook_execution_job",
+                            "(google.api.method_signature)": "parent,notebook_execution_job,notebook_execution_job_id",
+                            "(google.longrunning.operation_info).response_type": "NotebookExecutionJob",
+                            "(google.longrunning.operation_info).metadata_type": "CreateNotebookExecutionJobOperationMetadata"
+                          },
+                          "parsedOptions": [
+                            {
+                              "(google.api.http)": {
+                                "post": "/v1beta1/{parent=projects/*/locations/*}/notebookExecutionJobs",
+                                "body": "notebook_execution_job"
+                              }
+                            },
+                            {
+                              "(google.api.method_signature)": "parent,notebook_execution_job,notebook_execution_job_id"
+                            },
+                            {
+                              "(google.longrunning.operation_info)": {
+                                "response_type": "NotebookExecutionJob",
+                                "metadata_type": "CreateNotebookExecutionJobOperationMetadata"
+                              }
+                            }
+                          ]
+                        },
                         "GetNotebookExecutionJob": {
                           "requestType": "GetNotebookExecutionJobRequest",
                           "responseType": "NotebookExecutionJob",
@@ -25948,6 +26492,24 @@
                         }
                       }
                     },
+                    "UpdateNotebookRuntimeTemplateRequest": {
+                      "fields": {
+                        "notebookRuntimeTemplate": {
+                          "type": "NotebookRuntimeTemplate",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED"
+                          }
+                        },
+                        "updateMask": {
+                          "type": "google.protobuf.FieldMask",
+                          "id": 2,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED"
+                          }
+                        }
+                      }
+                    },
                     "AssignNotebookRuntimeRequest": {
                       "fields": {
                         "parent": {
@@ -26158,6 +26720,18 @@
                         }
                       }
                     },
+                    "CreateNotebookExecutionJobOperationMetadata": {
+                      "fields": {
+                        "genericMetadata": {
+                          "type": "GenericOperationMetadata",
+                          "id": 1
+                        },
+                        "progressMessage": {
+                          "type": "string",
+                          "id": 2
+                        }
+                      }
+                    },
                     "GetNotebookExecutionJobRequest": {
                       "fields": {
                         "name": {
@@ -26525,6 +27099,7 @@
                           "type": "string",
                           "id": 2,
                           "options": {
+                            "deprecated": true,
                             "(google.api.field_behavior)": "OUTPUT_ONLY",
                             "(google.api.resource_reference).type": "aiplatform.googleapis.com/NotebookRuntimeTemplate"
                           }
@@ -28186,7 +28761,7 @@
                     "PredictionService": {
                       "options": {
                         "(google.api.default_host)": "aiplatform.googleapis.com",
-                        "(google.api.oauth_scopes)": "https://www.googleapis.com/auth/cloud-platform"
+                        "(google.api.oauth_scopes)": "https://www.googleapis.com/auth/cloud-platform,https://www.googleapis.com/auth/cloud-platform.read-only"
                       },
                       "methods": {
                         "Predict": {
@@ -28418,6 +28993,27 @@
                               "(google.api.method_signature)": "model,contents"
                             }
                           ]
+                        },
+                        "ChatCompletions": {
+                          "requestType": "ChatCompletionsRequest",
+                          "responseType": "google.api.HttpBody",
+                          "responseStream": true,
+                          "options": {
+                            "(google.api.http).post": "/v1beta1/{endpoint=projects/*/locations/*/endpoints/*}/chat/completions",
+                            "(google.api.http).body": "http_body",
+                            "(google.api.method_signature)": "endpoint,http_body"
+                          },
+                          "parsedOptions": [
+                            {
+                              "(google.api.http)": {
+                                "post": "/v1beta1/{endpoint=projects/*/locations/*/endpoints/*}/chat/completions",
+                                "body": "http_body"
+                              }
+                            },
+                            {
+                              "(google.api.method_signature)": "endpoint,http_body"
+                            }
+                          ]
                         }
                       }
                     },
@@ -28854,6 +29450,14 @@
                             "proto3_optional": true
                           }
                         },
+                        "cachedContent": {
+                          "type": "string",
+                          "id": 9,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL",
+                            "(google.api.resource_reference).type": "aiplatform.googleapis.com/CachedContent"
+                          }
+                        },
                         "tools": {
                           "rule": "repeated",
                           "type": "Tool",
@@ -28964,6 +29568,25 @@
                         }
                       }
                     },
+                    "ChatCompletionsRequest": {
+                      "fields": {
+                        "endpoint": {
+                          "type": "string",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED",
+                            "(google.api.resource_reference).type": "aiplatform.googleapis.com/Endpoint"
+                          }
+                        },
+                        "httpBody": {
+                          "type": "google.api.HttpBody",
+                          "id": 2,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
+                        }
+                      }
+                    },
                     "ReasoningEngineSpec": {
                       "fields": {
                         "packageSpec": {
@@ -29197,6 +29820,34 @@
                             }
                           ]
                         },
+                        "UpdateReasoningEngine": {
+                          "requestType": "UpdateReasoningEngineRequest",
+                          "responseType": "google.longrunning.Operation",
+                          "options": {
+                            "(google.api.http).patch": "/v1beta1/{reasoning_engine.name=projects/*/locations/*/reasoningEngines/*}",
+                            "(google.api.http).body": "reasoning_engine",
+                            "(google.api.method_signature)": "reasoning_engine,update_mask",
+                            "(google.longrunning.operation_info).response_type": "ReasoningEngine",
+                            "(google.longrunning.operation_info).metadata_type": "UpdateReasoningEngineOperationMetadata"
+                          },
+                          "parsedOptions": [
+                            {
+                              "(google.api.http)": {
+                                "patch": "/v1beta1/{reasoning_engine.name=projects/*/locations/*/reasoningEngines/*}",
+                                "body": "reasoning_engine"
+                              }
+                            },
+                            {
+                              "(google.api.method_signature)": "reasoning_engine,update_mask"
+                            },
+                            {
+                              "(google.longrunning.operation_info)": {
+                                "response_type": "ReasoningEngine",
+                                "metadata_type": "UpdateReasoningEngineOperationMetadata"
+                              }
+                            }
+                          ]
+                        },
                         "DeleteReasoningEngine": {
                           "requestType": "DeleteReasoningEngineRequest",
                           "responseType": "google.longrunning.Operation",
@@ -29264,6 +29915,32 @@
                         }
                       }
                     },
+                    "UpdateReasoningEngineRequest": {
+                      "fields": {
+                        "reasoningEngine": {
+                          "type": "ReasoningEngine",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED"
+                          }
+                        },
+                        "updateMask": {
+                          "type": "google.protobuf.FieldMask",
+                          "id": 2,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED"
+                          }
+                        }
+                      }
+                    },
+                    "UpdateReasoningEngineOperationMetadata": {
+                      "fields": {
+                        "genericMetadata": {
+                          "type": "GenericOperationMetadata",
+                          "id": 1
+                        }
+                      }
+                    },
                     "ListReasoningEnginesRequest": {
                       "fields": {
                         "parent": {
@@ -34225,6 +34902,10 @@
                           "options": {
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
+                        },
+                        "progressPercentage": {
+                          "type": "int32",
+                          "id": 4
                         }
                       }
                     },
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/extension_registry_service.update_extension.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/extension_registry_service.update_extension.js
index d481dece290..111ff8e15b2 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/extension_registry_service.update_extension.js
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/extension_registry_service.update_extension.js
@@ -37,7 +37,9 @@ function main(extension, updateMask) {
    *  Supported fields:
    *     * `display_name`
    *     * `description`
+   *     * `runtime_config`
    *     * `tool_use_examples`
+   *     * `manifest.description`
    */
   // const updateMask = {}
 
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.create_cached_content.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.create_cached_content.js
new file mode 100644
index 00000000000..91a3e0a3485
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.create_cached_content.js
@@ -0,0 +1,66 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+
+'use strict';
+
+function main(parent, cachedContent) {
+  // [START aiplatform_v1beta1_generated_GenAiCacheService_CreateCachedContent_async]
+  /**
+   * This snippet has been automatically generated and should be regarded as a code template only.
+   * It will require modifications to work.
+   * It may require correct/in-range values for request initialization.
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  /**
+   *  Required. The parent resource where the cached content will be created
+   */
+  // const parent = 'abc123'
+  /**
+   *  Required. The cached content to create
+   */
+  // const cachedContent = {}
+
+  // Imports the Aiplatform library
+  const {GenAiCacheServiceClient} = require('@google-cloud/aiplatform').v1beta1;
+
+  // Instantiates a client
+  const aiplatformClient = new GenAiCacheServiceClient();
+
+  async function callCreateCachedContent() {
+    // Construct request
+    const request = {
+      parent,
+      cachedContent,
+    };
+
+    // Run request
+    const response = await aiplatformClient.createCachedContent(request);
+    console.log(response);
+  }
+
+  callCreateCachedContent();
+  // [END aiplatform_v1beta1_generated_GenAiCacheService_CreateCachedContent_async]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.delete_cached_content.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.delete_cached_content.js
new file mode 100644
index 00000000000..2c26a24e759
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.delete_cached_content.js
@@ -0,0 +1,61 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+
+'use strict';
+
+function main(name) {
+  // [START aiplatform_v1beta1_generated_GenAiCacheService_DeleteCachedContent_async]
+  /**
+   * This snippet has been automatically generated and should be regarded as a code template only.
+   * It will require modifications to work.
+   * It may require correct/in-range values for request initialization.
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  /**
+   *  Required. The resource name referring to the cached content
+   */
+  // const name = 'abc123'
+
+  // Imports the Aiplatform library
+  const {GenAiCacheServiceClient} = require('@google-cloud/aiplatform').v1beta1;
+
+  // Instantiates a client
+  const aiplatformClient = new GenAiCacheServiceClient();
+
+  async function callDeleteCachedContent() {
+    // Construct request
+    const request = {
+      name,
+    };
+
+    // Run request
+    const response = await aiplatformClient.deleteCachedContent(request);
+    console.log(response);
+  }
+
+  callDeleteCachedContent();
+  // [END aiplatform_v1beta1_generated_GenAiCacheService_DeleteCachedContent_async]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.get_cached_content.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.get_cached_content.js
new file mode 100644
index 00000000000..32d13a3719c
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.get_cached_content.js
@@ -0,0 +1,61 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+
+'use strict';
+
+function main(name) {
+  // [START aiplatform_v1beta1_generated_GenAiCacheService_GetCachedContent_async]
+  /**
+   * This snippet has been automatically generated and should be regarded as a code template only.
+   * It will require modifications to work.
+   * It may require correct/in-range values for request initialization.
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  /**
+   *  Required. The resource name referring to the cached content
+   */
+  // const name = 'abc123'
+
+  // Imports the Aiplatform library
+  const {GenAiCacheServiceClient} = require('@google-cloud/aiplatform').v1beta1;
+
+  // Instantiates a client
+  const aiplatformClient = new GenAiCacheServiceClient();
+
+  async function callGetCachedContent() {
+    // Construct request
+    const request = {
+      name,
+    };
+
+    // Run request
+    const response = await aiplatformClient.getCachedContent(request);
+    console.log(response);
+  }
+
+  callGetCachedContent();
+  // [END aiplatform_v1beta1_generated_GenAiCacheService_GetCachedContent_async]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.list_cached_contents.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.list_cached_contents.js
new file mode 100644
index 00000000000..eb7b98b2289
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.list_cached_contents.js
@@ -0,0 +1,77 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+
+'use strict';
+
+function main(parent) {
+  // [START aiplatform_v1beta1_generated_GenAiCacheService_ListCachedContents_async]
+  /**
+   * This snippet has been automatically generated and should be regarded as a code template only.
+   * It will require modifications to work.
+   * It may require correct/in-range values for request initialization.
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  /**
+   *  Required. The parent, which owns this collection of cached contents.
+   */
+  // const parent = 'abc123'
+  /**
+   *  Optional. The maximum number of cached contents to return. The service may
+   *  return fewer than this value. If unspecified, some default (under maximum)
+   *  number of items will be returned. The maximum value is 1000; values above
+   *  1000 will be coerced to 1000.
+   */
+  // const pageSize = 1234
+  /**
+   *  Optional. A page token, received from a previous `ListCachedContents` call.
+   *  Provide this to retrieve the subsequent page.
+   *  When paginating, all other parameters provided to `ListCachedContents` must
+   *  match the call that provided the page token.
+   */
+  // const pageToken = 'abc123'
+
+  // Imports the Aiplatform library
+  const {GenAiCacheServiceClient} = require('@google-cloud/aiplatform').v1beta1;
+
+  // Instantiates a client
+  const aiplatformClient = new GenAiCacheServiceClient();
+
+  async function callListCachedContents() {
+    // Construct request
+    const request = {
+      parent,
+    };
+
+    // Run request
+    const iterable = aiplatformClient.listCachedContentsAsync(request);
+    for await (const response of iterable) {
+        console.log(response);
+    }
+  }
+
+  callListCachedContents();
+  // [END aiplatform_v1beta1_generated_GenAiCacheService_ListCachedContents_async]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.update_cached_content.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.update_cached_content.js
new file mode 100644
index 00000000000..1c8fc2afcfe
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/gen_ai_cache_service.update_cached_content.js
@@ -0,0 +1,66 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+
+'use strict';
+
+function main(cachedContent, updateMask) {
+  // [START aiplatform_v1beta1_generated_GenAiCacheService_UpdateCachedContent_async]
+  /**
+   * This snippet has been automatically generated and should be regarded as a code template only.
+   * It will require modifications to work.
+   * It may require correct/in-range values for request initialization.
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  /**
+   *  Required. The cached content to update
+   */
+  // const cachedContent = {}
+  /**
+   *  Required. The list of fields to update.
+   */
+  // const updateMask = {}
+
+  // Imports the Aiplatform library
+  const {GenAiCacheServiceClient} = require('@google-cloud/aiplatform').v1beta1;
+
+  // Instantiates a client
+  const aiplatformClient = new GenAiCacheServiceClient();
+
+  async function callUpdateCachedContent() {
+    // Construct request
+    const request = {
+      cachedContent,
+      updateMask,
+    };
+
+    // Run request
+    const response = await aiplatformClient.updateCachedContent(request);
+    console.log(response);
+  }
+
+  callUpdateCachedContent();
+  // [END aiplatform_v1beta1_generated_GenAiCacheService_UpdateCachedContent_async]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/notebook_service.create_notebook_execution_job.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/notebook_service.create_notebook_execution_job.js
new file mode 100644
index 00000000000..e4fc9b4a569
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/notebook_service.create_notebook_execution_job.js
@@ -0,0 +1,72 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+
+'use strict';
+
+function main(parent, notebookExecutionJob) {
+  // [START aiplatform_v1beta1_generated_NotebookService_CreateNotebookExecutionJob_async]
+  /**
+   * This snippet has been automatically generated and should be regarded as a code template only.
+   * It will require modifications to work.
+   * It may require correct/in-range values for request initialization.
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  /**
+   *  Required. The resource name of the Location to create the
+   *  NotebookExecutionJob. Format: `projects/{project}/locations/{location}`
+   */
+  // const parent = 'abc123'
+  /**
+   *  Required. The NotebookExecutionJob to create.
+   */
+  // const notebookExecutionJob = {}
+  /**
+   *  Optional. User specified ID for the NotebookExecutionJob.
+   */
+  // const notebookExecutionJobId = 'abc123'
+
+  // Imports the Aiplatform library
+  const {NotebookServiceClient} = require('@google-cloud/aiplatform').v1beta1;
+
+  // Instantiates a client
+  const aiplatformClient = new NotebookServiceClient();
+
+  async function callCreateNotebookExecutionJob() {
+    // Construct request
+    const request = {
+      parent,
+      notebookExecutionJob,
+    };
+
+    // Run request
+    const [operation] = await aiplatformClient.createNotebookExecutionJob(request);
+    const [response] = await operation.promise();
+    console.log(response);
+  }
+
+  callCreateNotebookExecutionJob();
+  // [END aiplatform_v1beta1_generated_NotebookService_CreateNotebookExecutionJob_async]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/notebook_service.update_notebook_runtime_template.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/notebook_service.update_notebook_runtime_template.js
new file mode 100644
index 00000000000..44e622868dc
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/notebook_service.update_notebook_runtime_template.js
@@ -0,0 +1,70 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+
+'use strict';
+
+function main(notebookRuntimeTemplate, updateMask) {
+  // [START aiplatform_v1beta1_generated_NotebookService_UpdateNotebookRuntimeTemplate_async]
+  /**
+   * This snippet has been automatically generated and should be regarded as a code template only.
+   * It will require modifications to work.
+   * It may require correct/in-range values for request initialization.
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  /**
+   *  Required. The NotebookRuntimeTemplate to update.
+   */
+  // const notebookRuntimeTemplate = {}
+  /**
+   *  Required. The update mask applies to the resource.
+   *  For the `FieldMask` definition, see
+   *  google.protobuf.FieldMask google.protobuf.FieldMask. Input format:
+   *  `{paths: "${updated_filed}"}` Updatable fields:
+   *    * `encryption_spec.kms_key_name`
+   */
+  // const updateMask = {}
+
+  // Imports the Aiplatform library
+  const {NotebookServiceClient} = require('@google-cloud/aiplatform').v1beta1;
+
+  // Instantiates a client
+  const aiplatformClient = new NotebookServiceClient();
+
+  async function callUpdateNotebookRuntimeTemplate() {
+    // Construct request
+    const request = {
+      notebookRuntimeTemplate,
+      updateMask,
+    };
+
+    // Run request
+    const response = await aiplatformClient.updateNotebookRuntimeTemplate(request);
+    console.log(response);
+  }
+
+  callUpdateNotebookRuntimeTemplate();
+  // [END aiplatform_v1beta1_generated_NotebookService_UpdateNotebookRuntimeTemplate_async]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.chat_completions.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.chat_completions.js
new file mode 100644
index 00000000000..388810c32c6
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.chat_completions.js
@@ -0,0 +1,70 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+
+'use strict';
+
+function main(endpoint) {
+  // [START aiplatform_v1beta1_generated_PredictionService_ChatCompletions_async]
+  /**
+   * This snippet has been automatically generated and should be regarded as a code template only.
+   * It will require modifications to work.
+   * It may require correct/in-range values for request initialization.
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  /**
+   *  Required. The name of the Endpoint requested to serve the prediction.
+   *  Format:
+   *  `projects/{project}/locations/{location}/endpoints/openapi`
+   */
+  // const endpoint = 'abc123'
+  /**
+   *  Optional. The prediction input. Supports HTTP headers and arbitrary data
+   *  payload.
+   */
+  // const httpBody = {}
+
+  // Imports the Aiplatform library
+  const {PredictionServiceClient} = require('@google-cloud/aiplatform').v1beta1;
+
+  // Instantiates a client
+  const aiplatformClient = new PredictionServiceClient();
+
+  async function callChatCompletions() {
+    // Construct request
+    const request = {
+      endpoint,
+    };
+
+    // Run request
+    const stream = await aiplatformClient.chatCompletions(request);
+    stream.on('data', (response) => { console.log(response) });
+    stream.on('error', (err) => { throw(err) });
+    stream.on('end', () => { /* API call completed */ });
+  }
+
+  callChatCompletions();
+  // [END aiplatform_v1beta1_generated_PredictionService_ChatCompletions_async]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.generate_content.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.generate_content.js
index f776e0c0af3..39d964f4c3c 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.generate_content.js
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.generate_content.js
@@ -47,6 +47,14 @@ function main(model, contents) {
    *  a separate paragraph.
    */
   // const systemInstruction = {}
+  /**
+   *  Optional. The name of the cached content used as context to serve the
+   *  prediction. Note: only used in explicit caching, where users can have
+   *  control over caching (e.g. what content to cache) and enjoy guaranteed cost
+   *  savings. Format:
+   *  `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+   */
+  // const cachedContent = 'abc123'
   /**
    *  Optional. A list of `Tools` the model may use to generate the next
    *  response.
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.stream_generate_content.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.stream_generate_content.js
index c9ae22b3147..b8ed748e6f2 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.stream_generate_content.js
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/prediction_service.stream_generate_content.js
@@ -47,6 +47,14 @@ function main(model, contents) {
    *  a separate paragraph.
    */
   // const systemInstruction = {}
+  /**
+   *  Optional. The name of the cached content used as context to serve the
+   *  prediction. Note: only used in explicit caching, where users can have
+   *  control over caching (e.g. what content to cache) and enjoy guaranteed cost
+   *  savings. Format:
+   *  `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+   */
+  // const cachedContent = 'abc123'
   /**
    *  Optional. A list of `Tools` the model may use to generate the next
    *  response.
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/reasoning_engine_service.update_reasoning_engine.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/reasoning_engine_service.update_reasoning_engine.js
new file mode 100644
index 00000000000..46fbea9cb0c
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/reasoning_engine_service.update_reasoning_engine.js
@@ -0,0 +1,67 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+
+
+'use strict';
+
+function main(reasoningEngine, updateMask) {
+  // [START aiplatform_v1beta1_generated_ReasoningEngineService_UpdateReasoningEngine_async]
+  /**
+   * This snippet has been automatically generated and should be regarded as a code template only.
+   * It will require modifications to work.
+   * It may require correct/in-range values for request initialization.
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  /**
+   *  Required. The ReasoningEngine which replaces the resource on the server.
+   */
+  // const reasoningEngine = {}
+  /**
+   *  Required. Mask specifying which fields to update.
+   */
+  // const updateMask = {}
+
+  // Imports the Aiplatform library
+  const {ReasoningEngineServiceClient} = require('@google-cloud/aiplatform').v1beta1;
+
+  // Instantiates a client
+  const aiplatformClient = new ReasoningEngineServiceClient();
+
+  async function callUpdateReasoningEngine() {
+    // Construct request
+    const request = {
+      reasoningEngine,
+      updateMask,
+    };
+
+    // Run request
+    const [operation] = await aiplatformClient.updateReasoningEngine(request);
+    const [response] = await operation.promise();
+    console.log(response);
+  }
+
+  callUpdateReasoningEngine();
+  // [END aiplatform_v1beta1_generated_ReasoningEngineService_UpdateReasoningEngine_async]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/snippet_metadata_google.cloud.aiplatform.v1beta1.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/snippet_metadata_google.cloud.aiplatform.v1beta1.json
index 5d2465027d9..ff9ffaff677 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/snippet_metadata_google.cloud.aiplatform.v1beta1.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/samples/generated/v1beta1/snippet_metadata_google.cloud.aiplatform.v1beta1.json
@@ -1922,7 +1922,7 @@
       "segments": [
         {
           "start": 25,
-          "end": 62,
+          "end": 64,
           "type": "FULL"
         }
       ],
@@ -4411,6 +4411,222 @@
         }
       }
     },
+    {
+      "regionTag": "aiplatform_v1beta1_generated_GenAiCacheService_CreateCachedContent_async",
+      "title": "DatasetService createCachedContent Sample",
+      "origin": "API_DEFINITION",
+      "description": " Creates cached content, this call will initialize the cached content in the data storage, and users need to pay for the cache data storage.",
+      "canonical": true,
+      "file": "gen_ai_cache_service.create_cached_content.js",
+      "language": "JAVASCRIPT",
+      "segments": [
+        {
+          "start": 25,
+          "end": 58,
+          "type": "FULL"
+        }
+      ],
+      "clientMethod": {
+        "shortName": "CreateCachedContent",
+        "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.CreateCachedContent",
+        "async": true,
+        "parameters": [
+          {
+            "name": "parent",
+            "type": "TYPE_STRING"
+          },
+          {
+            "name": "cached_content",
+            "type": ".google.cloud.aiplatform.v1beta1.CachedContent"
+          }
+        ],
+        "resultType": ".google.cloud.aiplatform.v1beta1.CachedContent",
+        "client": {
+          "shortName": "GenAiCacheServiceClient",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheServiceClient"
+        },
+        "method": {
+          "shortName": "CreateCachedContent",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.CreateCachedContent",
+          "service": {
+            "shortName": "GenAiCacheService",
+            "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService"
+          }
+        }
+      }
+    },
+    {
+      "regionTag": "aiplatform_v1beta1_generated_GenAiCacheService_GetCachedContent_async",
+      "title": "DatasetService getCachedContent Sample",
+      "origin": "API_DEFINITION",
+      "description": " Gets cached content configurations",
+      "canonical": true,
+      "file": "gen_ai_cache_service.get_cached_content.js",
+      "language": "JAVASCRIPT",
+      "segments": [
+        {
+          "start": 25,
+          "end": 53,
+          "type": "FULL"
+        }
+      ],
+      "clientMethod": {
+        "shortName": "GetCachedContent",
+        "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.GetCachedContent",
+        "async": true,
+        "parameters": [
+          {
+            "name": "name",
+            "type": "TYPE_STRING"
+          }
+        ],
+        "resultType": ".google.cloud.aiplatform.v1beta1.CachedContent",
+        "client": {
+          "shortName": "GenAiCacheServiceClient",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheServiceClient"
+        },
+        "method": {
+          "shortName": "GetCachedContent",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.GetCachedContent",
+          "service": {
+            "shortName": "GenAiCacheService",
+            "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService"
+          }
+        }
+      }
+    },
+    {
+      "regionTag": "aiplatform_v1beta1_generated_GenAiCacheService_UpdateCachedContent_async",
+      "title": "DatasetService updateCachedContent Sample",
+      "origin": "API_DEFINITION",
+      "description": " Updates cached content configurations",
+      "canonical": true,
+      "file": "gen_ai_cache_service.update_cached_content.js",
+      "language": "JAVASCRIPT",
+      "segments": [
+        {
+          "start": 25,
+          "end": 58,
+          "type": "FULL"
+        }
+      ],
+      "clientMethod": {
+        "shortName": "UpdateCachedContent",
+        "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.UpdateCachedContent",
+        "async": true,
+        "parameters": [
+          {
+            "name": "cached_content",
+            "type": ".google.cloud.aiplatform.v1beta1.CachedContent"
+          },
+          {
+            "name": "update_mask",
+            "type": ".google.protobuf.FieldMask"
+          }
+        ],
+        "resultType": ".google.cloud.aiplatform.v1beta1.CachedContent",
+        "client": {
+          "shortName": "GenAiCacheServiceClient",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheServiceClient"
+        },
+        "method": {
+          "shortName": "UpdateCachedContent",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.UpdateCachedContent",
+          "service": {
+            "shortName": "GenAiCacheService",
+            "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService"
+          }
+        }
+      }
+    },
+    {
+      "regionTag": "aiplatform_v1beta1_generated_GenAiCacheService_DeleteCachedContent_async",
+      "title": "DatasetService deleteCachedContent Sample",
+      "origin": "API_DEFINITION",
+      "description": " Deletes cached content",
+      "canonical": true,
+      "file": "gen_ai_cache_service.delete_cached_content.js",
+      "language": "JAVASCRIPT",
+      "segments": [
+        {
+          "start": 25,
+          "end": 53,
+          "type": "FULL"
+        }
+      ],
+      "clientMethod": {
+        "shortName": "DeleteCachedContent",
+        "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.DeleteCachedContent",
+        "async": true,
+        "parameters": [
+          {
+            "name": "name",
+            "type": "TYPE_STRING"
+          }
+        ],
+        "resultType": ".google.protobuf.Empty",
+        "client": {
+          "shortName": "GenAiCacheServiceClient",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheServiceClient"
+        },
+        "method": {
+          "shortName": "DeleteCachedContent",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.DeleteCachedContent",
+          "service": {
+            "shortName": "GenAiCacheService",
+            "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService"
+          }
+        }
+      }
+    },
+    {
+      "regionTag": "aiplatform_v1beta1_generated_GenAiCacheService_ListCachedContents_async",
+      "title": "DatasetService listCachedContents Sample",
+      "origin": "API_DEFINITION",
+      "description": " Lists cached contents in a project",
+      "canonical": true,
+      "file": "gen_ai_cache_service.list_cached_contents.js",
+      "language": "JAVASCRIPT",
+      "segments": [
+        {
+          "start": 25,
+          "end": 69,
+          "type": "FULL"
+        }
+      ],
+      "clientMethod": {
+        "shortName": "ListCachedContents",
+        "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.ListCachedContents",
+        "async": true,
+        "parameters": [
+          {
+            "name": "parent",
+            "type": "TYPE_STRING"
+          },
+          {
+            "name": "page_size",
+            "type": "TYPE_INT32"
+          },
+          {
+            "name": "page_token",
+            "type": "TYPE_STRING"
+          }
+        ],
+        "resultType": ".google.cloud.aiplatform.v1beta1.ListCachedContentsResponse",
+        "client": {
+          "shortName": "GenAiCacheServiceClient",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheServiceClient"
+        },
+        "method": {
+          "shortName": "ListCachedContents",
+          "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService.ListCachedContents",
+          "service": {
+            "shortName": "GenAiCacheService",
+            "fullName": "google.cloud.aiplatform.v1beta1.GenAiCacheService"
+          }
+        }
+      }
+    },
     {
       "regionTag": "aiplatform_v1beta1_generated_GenAiTuningService_CreateTuningJob_async",
       "title": "DatasetService createTuningJob Sample",
@@ -10231,6 +10447,50 @@
         }
       }
     },
+    {
+      "regionTag": "aiplatform_v1beta1_generated_NotebookService_UpdateNotebookRuntimeTemplate_async",
+      "title": "DatasetService updateNotebookRuntimeTemplate Sample",
+      "origin": "API_DEFINITION",
+      "description": " Updates a NotebookRuntimeTemplate.",
+      "canonical": true,
+      "file": "notebook_service.update_notebook_runtime_template.js",
+      "language": "JAVASCRIPT",
+      "segments": [
+        {
+          "start": 25,
+          "end": 62,
+          "type": "FULL"
+        }
+      ],
+      "clientMethod": {
+        "shortName": "UpdateNotebookRuntimeTemplate",
+        "fullName": "google.cloud.aiplatform.v1beta1.NotebookService.UpdateNotebookRuntimeTemplate",
+        "async": true,
+        "parameters": [
+          {
+            "name": "notebook_runtime_template",
+            "type": ".google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate"
+          },
+          {
+            "name": "update_mask",
+            "type": ".google.protobuf.FieldMask"
+          }
+        ],
+        "resultType": ".google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate",
+        "client": {
+          "shortName": "NotebookServiceClient",
+          "fullName": "google.cloud.aiplatform.v1beta1.NotebookServiceClient"
+        },
+        "method": {
+          "shortName": "UpdateNotebookRuntimeTemplate",
+          "fullName": "google.cloud.aiplatform.v1beta1.NotebookService.UpdateNotebookRuntimeTemplate",
+          "service": {
+            "shortName": "NotebookService",
+            "fullName": "google.cloud.aiplatform.v1beta1.NotebookService"
+          }
+        }
+      }
+    },
     {
       "regionTag": "aiplatform_v1beta1_generated_NotebookService_AssignNotebookRuntime_async",
       "title": "DatasetService assignNotebookRuntime Sample",
@@ -10503,6 +10763,54 @@
         }
       }
     },
+    {
+      "regionTag": "aiplatform_v1beta1_generated_NotebookService_CreateNotebookExecutionJob_async",
+      "title": "DatasetService createNotebookExecutionJob Sample",
+      "origin": "API_DEFINITION",
+      "description": " Creates a NotebookExecutionJob.",
+      "canonical": true,
+      "file": "notebook_service.create_notebook_execution_job.js",
+      "language": "JAVASCRIPT",
+      "segments": [
+        {
+          "start": 25,
+          "end": 64,
+          "type": "FULL"
+        }
+      ],
+      "clientMethod": {
+        "shortName": "CreateNotebookExecutionJob",
+        "fullName": "google.cloud.aiplatform.v1beta1.NotebookService.CreateNotebookExecutionJob",
+        "async": true,
+        "parameters": [
+          {
+            "name": "parent",
+            "type": "TYPE_STRING"
+          },
+          {
+            "name": "notebook_execution_job",
+            "type": ".google.cloud.aiplatform.v1beta1.NotebookExecutionJob"
+          },
+          {
+            "name": "notebook_execution_job_id",
+            "type": "TYPE_STRING"
+          }
+        ],
+        "resultType": ".google.longrunning.Operation",
+        "client": {
+          "shortName": "NotebookServiceClient",
+          "fullName": "google.cloud.aiplatform.v1beta1.NotebookServiceClient"
+        },
+        "method": {
+          "shortName": "CreateNotebookExecutionJob",
+          "fullName": "google.cloud.aiplatform.v1beta1.NotebookService.CreateNotebookExecutionJob",
+          "service": {
+            "shortName": "NotebookService",
+            "fullName": "google.cloud.aiplatform.v1beta1.NotebookService"
+          }
+        }
+      }
+    },
     {
       "regionTag": "aiplatform_v1beta1_generated_NotebookService_GetNotebookExecutionJob_async",
       "title": "DatasetService getNotebookExecutionJob Sample",
@@ -11994,7 +12302,7 @@
       "segments": [
         {
           "start": 25,
-          "end": 91,
+          "end": 99,
           "type": "FULL"
         }
       ],
@@ -12015,6 +12323,10 @@
             "name": "system_instruction",
             "type": ".google.cloud.aiplatform.v1beta1.Content"
           },
+          {
+            "name": "cached_content",
+            "type": "TYPE_STRING"
+          },
           {
             "name": "tools",
             "type": "TYPE_MESSAGE[]"
@@ -12058,7 +12370,7 @@
       "segments": [
         {
           "start": 25,
-          "end": 93,
+          "end": 101,
           "type": "FULL"
         }
       ],
@@ -12079,6 +12391,10 @@
             "name": "system_instruction",
             "type": ".google.cloud.aiplatform.v1beta1.Content"
           },
+          {
+            "name": "cached_content",
+            "type": "TYPE_STRING"
+          },
           {
             "name": "tools",
             "type": "TYPE_MESSAGE[]"
@@ -12111,6 +12427,50 @@
         }
       }
     },
+    {
+      "regionTag": "aiplatform_v1beta1_generated_PredictionService_ChatCompletions_async",
+      "title": "DatasetService chatCompletions Sample",
+      "origin": "API_DEFINITION",
+      "description": " Exposes an OpenAI-compatible endpoint for chat completions.",
+      "canonical": true,
+      "file": "prediction_service.chat_completions.js",
+      "language": "JAVASCRIPT",
+      "segments": [
+        {
+          "start": 25,
+          "end": 62,
+          "type": "FULL"
+        }
+      ],
+      "clientMethod": {
+        "shortName": "ChatCompletions",
+        "fullName": "google.cloud.aiplatform.v1beta1.PredictionService.ChatCompletions",
+        "async": true,
+        "parameters": [
+          {
+            "name": "endpoint",
+            "type": "TYPE_STRING"
+          },
+          {
+            "name": "http_body",
+            "type": ".google.api.HttpBody"
+          }
+        ],
+        "resultType": ".google.api.HttpBody",
+        "client": {
+          "shortName": "PredictionServiceClient",
+          "fullName": "google.cloud.aiplatform.v1beta1.PredictionServiceClient"
+        },
+        "method": {
+          "shortName": "ChatCompletions",
+          "fullName": "google.cloud.aiplatform.v1beta1.PredictionService.ChatCompletions",
+          "service": {
+            "shortName": "PredictionService",
+            "fullName": "google.cloud.aiplatform.v1beta1.PredictionService"
+          }
+        }
+      }
+    },
     {
       "regionTag": "aiplatform_v1beta1_generated_ReasoningEngineExecutionService_QueryReasoningEngine_async",
       "title": "DatasetService queryReasoningEngine Sample",
@@ -12291,6 +12651,50 @@
         }
       }
     },
+    {
+      "regionTag": "aiplatform_v1beta1_generated_ReasoningEngineService_UpdateReasoningEngine_async",
+      "title": "DatasetService updateReasoningEngine Sample",
+      "origin": "API_DEFINITION",
+      "description": " Updates a reasoning engine.",
+      "canonical": true,
+      "file": "reasoning_engine_service.update_reasoning_engine.js",
+      "language": "JAVASCRIPT",
+      "segments": [
+        {
+          "start": 25,
+          "end": 59,
+          "type": "FULL"
+        }
+      ],
+      "clientMethod": {
+        "shortName": "UpdateReasoningEngine",
+        "fullName": "google.cloud.aiplatform.v1beta1.ReasoningEngineService.UpdateReasoningEngine",
+        "async": true,
+        "parameters": [
+          {
+            "name": "reasoning_engine",
+            "type": ".google.cloud.aiplatform.v1beta1.ReasoningEngine"
+          },
+          {
+            "name": "update_mask",
+            "type": ".google.protobuf.FieldMask"
+          }
+        ],
+        "resultType": ".google.longrunning.Operation",
+        "client": {
+          "shortName": "ReasoningEngineServiceClient",
+          "fullName": "google.cloud.aiplatform.v1beta1.ReasoningEngineServiceClient"
+        },
+        "method": {
+          "shortName": "UpdateReasoningEngine",
+          "fullName": "google.cloud.aiplatform.v1beta1.ReasoningEngineService.UpdateReasoningEngine",
+          "service": {
+            "shortName": "ReasoningEngineService",
+            "fullName": "google.cloud.aiplatform.v1beta1.ReasoningEngineService"
+          }
+        }
+      }
+    },
     {
       "regionTag": "aiplatform_v1beta1_generated_ReasoningEngineService_DeleteReasoningEngine_async",
       "title": "DatasetService deleteReasoningEngine Sample",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/index.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/index.ts
index 38b6c84a1d9..cf4d2d83875 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/index.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/index.ts
@@ -39,6 +39,8 @@ const FeaturestoreOnlineServingServiceClient = v1beta1.FeaturestoreOnlineServing
 type FeaturestoreOnlineServingServiceClient = v1beta1.FeaturestoreOnlineServingServiceClient;
 const FeaturestoreServiceClient = v1beta1.FeaturestoreServiceClient;
 type FeaturestoreServiceClient = v1beta1.FeaturestoreServiceClient;
+const GenAiCacheServiceClient = v1beta1.GenAiCacheServiceClient;
+type GenAiCacheServiceClient = v1beta1.GenAiCacheServiceClient;
 const GenAiTuningServiceClient = v1beta1.GenAiTuningServiceClient;
 type GenAiTuningServiceClient = v1beta1.GenAiTuningServiceClient;
 const IndexEndpointServiceClient = v1beta1.IndexEndpointServiceClient;
@@ -85,7 +87,7 @@ const VertexRagServiceClient = v1beta1.VertexRagServiceClient;
 type VertexRagServiceClient = v1beta1.VertexRagServiceClient;
 const VizierServiceClient = v1beta1.VizierServiceClient;
 type VizierServiceClient = v1beta1.VizierServiceClient;
-export {v1beta1, DatasetServiceClient, DeploymentResourcePoolServiceClient, EndpointServiceClient, EvaluationServiceClient, ExtensionExecutionServiceClient, ExtensionRegistryServiceClient, FeatureOnlineStoreAdminServiceClient, FeatureOnlineStoreServiceClient, FeatureRegistryServiceClient, FeaturestoreOnlineServingServiceClient, FeaturestoreServiceClient, GenAiTuningServiceClient, IndexEndpointServiceClient, IndexServiceClient, JobServiceClient, LlmUtilityServiceClient, MatchServiceClient, MetadataServiceClient, MigrationServiceClient, ModelGardenServiceClient, ModelMonitoringServiceClient, ModelServiceClient, NotebookServiceClient, PersistentResourceServiceClient, PipelineServiceClient, PredictionServiceClient, ReasoningEngineExecutionServiceClient, ReasoningEngineServiceClient, ScheduleServiceClient, SpecialistPoolServiceClient, TensorboardServiceClient, VertexRagDataServiceClient, VertexRagServiceClient, VizierServiceClient};
-export default {v1beta1, DatasetServiceClient, DeploymentResourcePoolServiceClient, EndpointServiceClient, EvaluationServiceClient, ExtensionExecutionServiceClient, ExtensionRegistryServiceClient, FeatureOnlineStoreAdminServiceClient, FeatureOnlineStoreServiceClient, FeatureRegistryServiceClient, FeaturestoreOnlineServingServiceClient, FeaturestoreServiceClient, GenAiTuningServiceClient, IndexEndpointServiceClient, IndexServiceClient, JobServiceClient, LlmUtilityServiceClient, MatchServiceClient, MetadataServiceClient, MigrationServiceClient, ModelGardenServiceClient, ModelMonitoringServiceClient, ModelServiceClient, NotebookServiceClient, PersistentResourceServiceClient, PipelineServiceClient, PredictionServiceClient, ReasoningEngineExecutionServiceClient, ReasoningEngineServiceClient, ScheduleServiceClient, SpecialistPoolServiceClient, TensorboardServiceClient, VertexRagDataServiceClient, VertexRagServiceClient, VizierServiceClient};
+export {v1beta1, DatasetServiceClient, DeploymentResourcePoolServiceClient, EndpointServiceClient, EvaluationServiceClient, ExtensionExecutionServiceClient, ExtensionRegistryServiceClient, FeatureOnlineStoreAdminServiceClient, FeatureOnlineStoreServiceClient, FeatureRegistryServiceClient, FeaturestoreOnlineServingServiceClient, FeaturestoreServiceClient, GenAiCacheServiceClient, GenAiTuningServiceClient, IndexEndpointServiceClient, IndexServiceClient, JobServiceClient, LlmUtilityServiceClient, MatchServiceClient, MetadataServiceClient, MigrationServiceClient, ModelGardenServiceClient, ModelMonitoringServiceClient, ModelServiceClient, NotebookServiceClient, PersistentResourceServiceClient, PipelineServiceClient, PredictionServiceClient, ReasoningEngineExecutionServiceClient, ReasoningEngineServiceClient, ScheduleServiceClient, SpecialistPoolServiceClient, TensorboardServiceClient, VertexRagDataServiceClient, VertexRagServiceClient, VizierServiceClient};
+export default {v1beta1, DatasetServiceClient, DeploymentResourcePoolServiceClient, EndpointServiceClient, EvaluationServiceClient, ExtensionExecutionServiceClient, ExtensionRegistryServiceClient, FeatureOnlineStoreAdminServiceClient, FeatureOnlineStoreServiceClient, FeatureRegistryServiceClient, FeaturestoreOnlineServingServiceClient, FeaturestoreServiceClient, GenAiCacheServiceClient, GenAiTuningServiceClient, IndexEndpointServiceClient, IndexServiceClient, JobServiceClient, LlmUtilityServiceClient, MatchServiceClient, MetadataServiceClient, MigrationServiceClient, ModelGardenServiceClient, ModelMonitoringServiceClient, ModelServiceClient, NotebookServiceClient, PersistentResourceServiceClient, PipelineServiceClient, PredictionServiceClient, ReasoningEngineExecutionServiceClient, ReasoningEngineServiceClient, ScheduleServiceClient, SpecialistPoolServiceClient, TensorboardServiceClient, VertexRagDataServiceClient, VertexRagServiceClient, VizierServiceClient};
 import * as protos from '../protos/protos';
 export {protos}
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/dataset_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/dataset_service_client.ts
index 463d16e8a5e..b7115fbf92c 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/dataset_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/dataset_service_client.ts
@@ -193,6 +193,9 @@ export class DatasetServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -387,11 +390,11 @@ export class DatasetServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: 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'/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',}],
+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -3743,6 +3746,55 @@ export class DatasetServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/dataset_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/dataset_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/dataset_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/dataset_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/deployment_resource_pool_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/deployment_resource_pool_service_client.ts
index 4d9fb531dd1..b55a93513ba 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/deployment_resource_pool_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/deployment_resource_pool_service_client.ts
@@ -193,6 +193,9 @@ export class DeploymentResourcePoolServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -382,11 +385,11 @@ export class DeploymentResourcePoolServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: 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'/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: 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'/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -1848,6 +1851,55 @@ export class DeploymentResourcePoolServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/deployment_resource_pool_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/deployment_resource_pool_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/deployment_resource_pool_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/deployment_resource_pool_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/endpoint_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/endpoint_service_client.ts
index 042a005b9b5..276c9938f3f 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/endpoint_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/endpoint_service_client.ts
@@ -193,6 +193,9 @@ export class EndpointServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -377,11 +380,11 @@ export class EndpointServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: 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'/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -2140,6 +2143,55 @@ export class EndpointServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/endpoint_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/endpoint_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/endpoint_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/endpoint_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/evaluation_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/evaluation_service_client.ts
index 376082e6be6..e812107dcc4 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/evaluation_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/evaluation_service_client.ts
@@ -192,6 +192,9 @@ export class EvaluationServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1086,6 +1089,55 @@ export class EvaluationServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/evaluation_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/evaluation_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/evaluation_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/evaluation_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_execution_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_execution_service_client.ts
index e48a1aef72a..51caddd42d0 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_execution_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_execution_service_client.ts
@@ -192,6 +192,9 @@ export class ExtensionExecutionServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1131,6 +1134,55 @@ export class ExtensionExecutionServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_execution_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_execution_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_execution_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_execution_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_registry_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_registry_service_client.ts
index 6bd89b671e4..9e18140758c 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_registry_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_registry_service_client.ts
@@ -193,6 +193,9 @@ export class ExtensionRegistryServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -377,11 +380,11 @@ export class ExtensionRegistryServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: 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'/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -637,7 +640,9 @@ export class ExtensionRegistryServiceClient {
  *
  *      * `display_name`
  *      * `description`
+ *      * `runtime_config`
  *      * `tool_use_examples`
+ *      * `manifest.description`
  * @param {object} [options]
  *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
  * @returns {Promise} - The promise which resolves to an array.
@@ -1749,6 +1754,55 @@ export class ExtensionRegistryServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_registry_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_registry_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_registry_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/extension_registry_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_admin_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_admin_service_client.ts
index e451f87b512..018bb44cd90 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_admin_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_admin_service_client.ts
@@ -194,6 +194,9 @@ export class FeatureOnlineStoreAdminServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -385,11 +388,11 @@ export class FeatureOnlineStoreAdminServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: 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'/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',}],
+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -2947,6 +2950,55 @@ export class FeatureOnlineStoreAdminServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_admin_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_admin_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_admin_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_admin_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_service_client.ts
index 6596f332381..474db36baf3 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_service_client.ts
@@ -192,6 +192,9 @@ export class FeatureOnlineStoreServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1165,6 +1168,55 @@ export class FeatureOnlineStoreServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_online_store_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_registry_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_registry_service_client.ts
index 9a352d10e5b..8203945ed2a 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_registry_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_registry_service_client.ts
@@ -194,6 +194,9 @@ export class FeatureRegistryServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -383,11 +386,11 @@ export class FeatureRegistryServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: 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'/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',}],
+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -2598,6 +2601,55 @@ export class FeatureRegistryServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_registry_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_registry_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_registry_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/feature_registry_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_online_serving_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_online_serving_service_client.ts
index 82c36b232c7..0022dd856b5 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_online_serving_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_online_serving_service_client.ts
@@ -192,6 +192,9 @@ export class FeaturestoreOnlineServingServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1189,6 +1192,55 @@ export class FeaturestoreOnlineServingServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_online_serving_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_online_serving_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_online_serving_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_online_serving_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_service_client.ts
index 573b9392e3e..1ddd57d4b1f 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_service_client.ts
@@ -193,6 +193,9 @@ export class FeaturestoreServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -386,11 +389,11 @@ export class FeaturestoreServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: 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+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -4273,6 +4276,55 @@ export class FeaturestoreServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/featurestore_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gapic_metadata.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gapic_metadata.json
index 37bce9ece8b..84391f49872 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gapic_metadata.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gapic_metadata.json
@@ -1125,6 +1125,74 @@
         }
       }
     },
+    "GenAiCacheService": {
+      "clients": {
+        "grpc": {
+          "libraryClient": "GenAiCacheServiceClient",
+          "rpcs": {
+            "CreateCachedContent": {
+              "methods": [
+                "createCachedContent"
+              ]
+            },
+            "GetCachedContent": {
+              "methods": [
+                "getCachedContent"
+              ]
+            },
+            "UpdateCachedContent": {
+              "methods": [
+                "updateCachedContent"
+              ]
+            },
+            "DeleteCachedContent": {
+              "methods": [
+                "deleteCachedContent"
+              ]
+            },
+            "ListCachedContents": {
+              "methods": [
+                "listCachedContents",
+                "listCachedContentsStream",
+                "listCachedContentsAsync"
+              ]
+            }
+          }
+        },
+        "grpc-fallback": {
+          "libraryClient": "GenAiCacheServiceClient",
+          "rpcs": {
+            "CreateCachedContent": {
+              "methods": [
+                "createCachedContent"
+              ]
+            },
+            "GetCachedContent": {
+              "methods": [
+                "getCachedContent"
+              ]
+            },
+            "UpdateCachedContent": {
+              "methods": [
+                "updateCachedContent"
+              ]
+            },
+            "DeleteCachedContent": {
+              "methods": [
+                "deleteCachedContent"
+              ]
+            },
+            "ListCachedContents": {
+              "methods": [
+                "listCachedContents",
+                "listCachedContentsStream",
+                "listCachedContentsAsync"
+              ]
+            }
+          }
+        }
+      }
+    },
     "GenAiTuningService": {
       "clients": {
         "grpc": {
@@ -2613,6 +2681,11 @@
                 "getNotebookRuntimeTemplate"
               ]
             },
+            "UpdateNotebookRuntimeTemplate": {
+              "methods": [
+                "updateNotebookRuntimeTemplate"
+              ]
+            },
             "GetNotebookRuntime": {
               "methods": [
                 "getNotebookRuntime"
@@ -2653,6 +2726,11 @@
                 "startNotebookRuntime"
               ]
             },
+            "CreateNotebookExecutionJob": {
+              "methods": [
+                "createNotebookExecutionJob"
+              ]
+            },
             "DeleteNotebookExecutionJob": {
               "methods": [
                 "deleteNotebookExecutionJob"
@@ -2689,6 +2767,11 @@
                 "getNotebookRuntimeTemplate"
               ]
             },
+            "UpdateNotebookRuntimeTemplate": {
+              "methods": [
+                "updateNotebookRuntimeTemplate"
+              ]
+            },
             "GetNotebookRuntime": {
               "methods": [
                 "getNotebookRuntime"
@@ -2729,6 +2812,11 @@
                 "startNotebookRuntime"
               ]
             },
+            "CreateNotebookExecutionJob": {
+              "methods": [
+                "createNotebookExecutionJob"
+              ]
+            },
             "DeleteNotebookExecutionJob": {
               "methods": [
                 "deleteNotebookExecutionJob"
@@ -3048,6 +3136,11 @@
               "methods": [
                 "streamGenerateContent"
               ]
+            },
+            "ChatCompletions": {
+              "methods": [
+                "chatCompletions"
+              ]
             }
           }
         },
@@ -3132,6 +3225,11 @@
                 "createReasoningEngine"
               ]
             },
+            "UpdateReasoningEngine": {
+              "methods": [
+                "updateReasoningEngine"
+              ]
+            },
             "DeleteReasoningEngine": {
               "methods": [
                 "deleteReasoningEngine"
@@ -3159,6 +3257,11 @@
                 "createReasoningEngine"
               ]
             },
+            "UpdateReasoningEngine": {
+              "methods": [
+                "updateReasoningEngine"
+              ]
+            },
             "DeleteReasoningEngine": {
               "methods": [
                 "deleteReasoningEngine"
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_cache_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_cache_service_client.ts
new file mode 100644
index 00000000000..8c8561a09bd
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_cache_service_client.ts
@@ -0,0 +1,4459 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+/* global window */
+import type * as gax from 'google-gax';
+import type {Callback, CallOptions, Descriptors, ClientOptions, PaginationCallback, GaxCall, IamClient, IamProtos, LocationsClient, LocationProtos} from 'google-gax';
+import {Transform} from 'stream';
+import * as protos from '../../protos/protos';
+import jsonProtos = require('../../protos/protos.json');
+
+/**
+ * Client JSON configuration object, loaded from
+ * `src/v1beta1/gen_ai_cache_service_client_config.json`.
+ * This file defines retry strategy and timeouts for all API methods in this library.
+ */
+import * as gapicConfig from './gen_ai_cache_service_client_config.json';
+const version = require('../../../package.json').version;
+
+/**
+ *  Service for managing Vertex AI's CachedContent resource.
+ * @class
+ * @memberof v1beta1
+ */
+export class GenAiCacheServiceClient {
+  private _terminated = false;
+  private _opts: ClientOptions;
+  private _providedCustomServicePath: boolean;
+  private _gaxModule: typeof gax | typeof gax.fallback;
+  private _gaxGrpc: gax.GrpcClient | gax.fallback.GrpcClient;
+  private _protos: {};
+  private _defaults: {[method: string]: gax.CallSettings};
+  private _universeDomain: string;
+  private _servicePath: string;
+  auth: gax.GoogleAuth;
+  descriptors: Descriptors = {
+    page: {},
+    stream: {},
+    longrunning: {},
+    batching: {},
+  };
+  warn: (code: string, message: string, warnType?: string) => void;
+  innerApiCalls: {[name: string]: Function};
+  iamClient: IamClient;
+  locationsClient: LocationsClient;
+  pathTemplates: {[name: string]: gax.PathTemplate};
+  genAiCacheServiceStub?: Promise<{[name: string]: Function}>;
+
+  /**
+   * Construct an instance of GenAiCacheServiceClient.
+   *
+   * @param {object} [options] - The configuration object.
+   * The options accepted by the constructor are described in detail
+   * in [this document](https://github.com/googleapis/gax-nodejs/blob/main/client-libraries.md#creating-the-client-instance).
+   * The common options are:
+   * @param {object} [options.credentials] - Credentials object.
+   * @param {string} [options.credentials.client_email]
+   * @param {string} [options.credentials.private_key]
+   * @param {string} [options.email] - Account email address. Required when
+   *     using a .pem or .p12 keyFilename.
+   * @param {string} [options.keyFilename] - Full path to the a .json, .pem, or
+   *     .p12 key downloaded from the Google Developers Console. If you provide
+   *     a path to a JSON file, the projectId option below is not necessary.
+   *     NOTE: .pem and .p12 require you to specify options.email as well.
+   * @param {number} [options.port] - The port on which to connect to
+   *     the remote host.
+   * @param {string} [options.projectId] - The project ID from the Google
+   *     Developer's Console, e.g. 'grape-spaceship-123'. We will also check
+   *     the environment variable GCLOUD_PROJECT for your project ID. If your
+   *     app is running in an environment which supports
+   *     {@link https://developers.google.com/identity/protocols/application-default-credentials Application Default Credentials},
+   *     your project ID will be detected automatically.
+   * @param {string} [options.apiEndpoint] - The domain name of the
+   *     API remote host.
+   * @param {gax.ClientConfig} [options.clientConfig] - Client configuration override.
+   *     Follows the structure of {@link gapicConfig}.
+   * @param {boolean} [options.fallback] - Use HTTP/1.1 REST mode.
+   *     For more information, please check the
+   *     {@link https://github.com/googleapis/gax-nodejs/blob/main/client-libraries.md#http11-rest-api-mode documentation}.
+   * @param {gax} [gaxInstance]: loaded instance of `google-gax`. Useful if you
+   *     need to avoid loading the default gRPC version and want to use the fallback
+   *     HTTP implementation. Load only fallback version and pass it to the constructor:
+   *     ```
+   *     const gax = require('google-gax/build/src/fallback'); // avoids loading google-gax with gRPC
+   *     const client = new GenAiCacheServiceClient({fallback: true}, gax);
+   *     ```
+   */
+  constructor(opts?: ClientOptions, gaxInstance?: typeof gax | typeof gax.fallback) {
+    // Ensure that options include all the required fields.
+    const staticMembers = this.constructor as typeof GenAiCacheServiceClient;
+    if (opts?.universe_domain && opts?.universeDomain && opts?.universe_domain !== opts?.universeDomain) {
+      throw new Error('Please set either universe_domain or universeDomain, but not both.');
+    }
+    const universeDomainEnvVar = (typeof process === 'object' && typeof process.env === 'object') ? process.env['GOOGLE_CLOUD_UNIVERSE_DOMAIN'] : undefined;
+    this._universeDomain = opts?.universeDomain ?? opts?.universe_domain ?? universeDomainEnvVar ?? 'googleapis.com';
+    this._servicePath = 'aiplatform.' + this._universeDomain;
+    const servicePath = opts?.servicePath || opts?.apiEndpoint || this._servicePath;
+    this._providedCustomServicePath = !!(opts?.servicePath || opts?.apiEndpoint);
+    const port = opts?.port || staticMembers.port;
+    const clientConfig = opts?.clientConfig ?? {};
+    const fallback = opts?.fallback ?? (typeof window !== 'undefined' && typeof window?.fetch === 'function');
+    opts = Object.assign({servicePath, port, clientConfig, fallback}, opts);
+
+    // If scopes are unset in options and we're connecting to a non-default endpoint, set scopes just in case.
+    if (servicePath !== this._servicePath && !('scopes' in opts)) {
+      opts['scopes'] = staticMembers.scopes;
+    }
+
+    // Load google-gax module synchronously if needed
+    if (!gaxInstance) {
+      gaxInstance = require('google-gax') as typeof gax;
+    }
+
+    // Choose either gRPC or proto-over-HTTP implementation of google-gax.
+    this._gaxModule = opts.fallback ? gaxInstance.fallback : gaxInstance;
+
+    // Create a `gaxGrpc` object, with any grpc-specific options sent to the client.
+    this._gaxGrpc = new this._gaxModule.GrpcClient(opts);
+
+    // Save options to use in initialize() method.
+    this._opts = opts;
+
+    // Save the auth object to the client, for use by other methods.
+    this.auth = (this._gaxGrpc.auth as gax.GoogleAuth);
+
+    // Set useJWTAccessWithScope on the auth object.
+    this.auth.useJWTAccessWithScope = true;
+
+    // Set defaultServicePath on the auth object.
+    this.auth.defaultServicePath = this._servicePath;
+
+    // Set the default scopes in auth client if needed.
+    if (servicePath === this._servicePath) {
+      this.auth.defaultScopes = staticMembers.scopes;
+    }
+    this.iamClient = new this._gaxModule.IamClient(this._gaxGrpc, opts);
+  
+    this.locationsClient = new this._gaxModule.LocationsClient(
+      this._gaxGrpc,
+      opts
+    );
+  
+
+    // Determine the client header string.
+    const clientHeader = [
+      `gax/${this._gaxModule.version}`,
+      `gapic/${version}`,
+    ];
+    if (typeof process === 'object' && 'versions' in process) {
+      clientHeader.push(`gl-node/${process.versions.node}`);
+    } else {
+      clientHeader.push(`gl-web/${this._gaxModule.version}`);
+    }
+    if (!opts.fallback) {
+      clientHeader.push(`grpc/${this._gaxGrpc.grpcVersion}`);
+    } else {
+      clientHeader.push(`rest/${this._gaxGrpc.grpcVersion}`);
+    }
+    if (opts.libName && opts.libVersion) {
+      clientHeader.push(`${opts.libName}/${opts.libVersion}`);
+    }
+    // Load the applicable protos.
+    this._protos = this._gaxGrpc.loadProtoJSON(jsonProtos);
+
+    // This API contains "path templates"; forward-slash-separated
+    // identifiers to uniquely identify resources within the API.
+    // Create useful helper objects for these.
+    this.pathTemplates = {
+      annotationPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/datasets/{dataset}/dataItems/{data_item}/annotations/{annotation}'
+      ),
+      annotationSpecPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/datasets/{dataset}/annotationSpecs/{annotation_spec}'
+      ),
+      artifactPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/metadataStores/{metadata_store}/artifacts/{artifact}'
+      ),
+      batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
+      ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
+      contextPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
+      ),
+      customJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/customJobs/{custom_job}'
+      ),
+      dataItemPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/datasets/{dataset}/dataItems/{data_item}'
+      ),
+      dataLabelingJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}'
+      ),
+      datasetPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/datasets/{dataset}'
+      ),
+      datasetVersionPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/datasets/{dataset}/datasetVersions/{dataset_version}'
+      ),
+      deploymentResourcePoolPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}'
+      ),
+      entityTypePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}'
+      ),
+      executionPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/metadataStores/{metadata_store}/executions/{execution}'
+      ),
+      extensionPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/extensions/{extension}'
+      ),
+      featureGroupPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/featureGroups/{feature_group}'
+      ),
+      featureOnlineStorePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}'
+      ),
+      featureViewPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}'
+      ),
+      featureViewSyncPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}/featureViewSyncs/feature_view_sync'
+      ),
+      featurestorePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/featurestores/{featurestore}'
+      ),
+      hyperparameterTuningJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}'
+      ),
+      indexPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/indexes/{index}'
+      ),
+      indexEndpointPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}'
+      ),
+      locationPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}'
+      ),
+      metadataSchemaPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/metadataStores/{metadata_store}/metadataSchemas/{metadata_schema}'
+      ),
+      metadataStorePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/metadataStores/{metadata_store}'
+      ),
+      modelPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/models/{model}'
+      ),
+      modelDeploymentMonitoringJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}'
+      ),
+      modelEvaluationPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}'
+      ),
+      modelEvaluationSlicePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}'
+      ),
+      modelMonitorPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/modelMonitors/{model_monitor}'
+      ),
+      modelMonitoringJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/modelMonitors/{model_monitor}/modelMonitoringJobs/{model_monitoring_job}'
+      ),
+      nasJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/nasJobs/{nas_job}'
+      ),
+      nasTrialDetailPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/nasJobs/{nas_job}/nasTrialDetails/{nas_trial_detail}'
+      ),
+      notebookExecutionJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/notebookExecutionJobs/{notebook_execution_job}'
+      ),
+      notebookRuntimePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/notebookRuntimes/{notebook_runtime}'
+      ),
+      notebookRuntimeTemplatePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/notebookRuntimeTemplates/{notebook_runtime_template}'
+      ),
+      persistentResourcePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/persistentResources/{persistent_resource}'
+      ),
+      pipelineJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}'
+      ),
+      projectPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}'
+      ),
+      projectLocationEndpointPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/endpoints/{endpoint}'
+      ),
+      projectLocationFeatureGroupFeaturePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}'
+      ),
+      projectLocationFeaturestoreEntityTypeFeaturePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}'
+      ),
+      projectLocationPublisherModelPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/publishers/{publisher}/models/{model}'
+      ),
+      publisherModelPathTemplate: new this._gaxModule.PathTemplate(
+        'publishers/{publisher}/models/{model}'
+      ),
+      ragCorpusPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/ragCorpora/{rag_corpus}'
+      ),
+      ragFilePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/ragCorpora/{rag_corpus}/ragFiles/{rag_file}'
+      ),
+      reasoningEnginePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/reasoningEngines/{reasoning_engine}'
+      ),
+      savedQueryPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/datasets/{dataset}/savedQueries/{saved_query}'
+      ),
+      schedulePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/schedules/{schedule}'
+      ),
+      specialistPoolPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/specialistPools/{specialist_pool}'
+      ),
+      studyPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/studies/{study}'
+      ),
+      tensorboardPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/tensorboards/{tensorboard}'
+      ),
+      tensorboardExperimentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}'
+      ),
+      tensorboardRunPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}'
+      ),
+      tensorboardTimeSeriesPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}'
+      ),
+      trainingPipelinePathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}'
+      ),
+      trialPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/studies/{study}/trials/{trial}'
+      ),
+      tuningJobPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/tuningJobs/{tuning_job}'
+      ),
+    };
+
+    // Some of the methods on this service return "paged" results,
+    // (e.g. 50 results at a time, with tokens to get subsequent
+    // pages). Denote the keys used for pagination and results.
+    this.descriptors.page = {
+      listCachedContents:
+          new this._gaxModule.PageDescriptor('pageToken', 'nextPageToken', 'cachedContents')
+    };
+
+    // Put together the default options sent with requests.
+    this._defaults = this._gaxGrpc.constructSettings(
+        'google.cloud.aiplatform.v1beta1.GenAiCacheService', gapicConfig as gax.ClientConfig,
+        opts.clientConfig || {}, {'x-goog-api-client': clientHeader.join(' ')});
+
+    // Set up a dictionary of "inner API calls"; the core implementation
+    // of calling the API is handled in `google-gax`, with this code
+    // merely providing the destination and request information.
+    this.innerApiCalls = {};
+
+    // Add a warn function to the client constructor so it can be easily tested.
+    this.warn = this._gaxModule.warn;
+  }
+
+  /**
+   * Initialize the client.
+   * Performs asynchronous operations (such as authentication) and prepares the client.
+   * This function will be called automatically when any class method is called for the
+   * first time, but if you need to initialize it before calling an actual method,
+   * feel free to call initialize() directly.
+   *
+   * You can await on this method if you want to make sure the client is initialized.
+   *
+   * @returns {Promise} A promise that resolves to an authenticated service stub.
+   */
+  initialize() {
+    // If the client stub promise is already initialized, return immediately.
+    if (this.genAiCacheServiceStub) {
+      return this.genAiCacheServiceStub;
+    }
+
+    // Put together the "service stub" for
+    // google.cloud.aiplatform.v1beta1.GenAiCacheService.
+    this.genAiCacheServiceStub = this._gaxGrpc.createStub(
+        this._opts.fallback ?
+          (this._protos as protobuf.Root).lookupService('google.cloud.aiplatform.v1beta1.GenAiCacheService') :
+          // eslint-disable-next-line @typescript-eslint/no-explicit-any
+          (this._protos as any).google.cloud.aiplatform.v1beta1.GenAiCacheService,
+        this._opts, this._providedCustomServicePath) as Promise<{[method: string]: Function}>;
+
+    // Iterate over each of the methods that the service provides
+    // and create an API call method for each.
+    const genAiCacheServiceStubMethods =
+        ['createCachedContent', 'getCachedContent', 'updateCachedContent', 'deleteCachedContent', 'listCachedContents'];
+    for (const methodName of genAiCacheServiceStubMethods) {
+      const callPromise = this.genAiCacheServiceStub.then(
+        stub => (...args: Array<{}>) => {
+          if (this._terminated) {
+            return Promise.reject('The client has already been closed.');
+          }
+          const func = stub[methodName];
+          return func.apply(stub, args);
+        },
+        (err: Error|null|undefined) => () => {
+          throw err;
+        });
+
+      const descriptor =
+        this.descriptors.page[methodName] ||
+        undefined;
+      const apiCall = this._gaxModule.createApiCall(
+        callPromise,
+        this._defaults[methodName],
+        descriptor,
+        this._opts.fallback
+      );
+
+      this.innerApiCalls[methodName] = apiCall;
+    }
+
+    return this.genAiCacheServiceStub;
+  }
+
+  /**
+   * The DNS address for this API service.
+   * @deprecated Use the apiEndpoint method of the client instance.
+   * @returns {string} The DNS address for this service.
+   */
+  static get servicePath() {
+    if (typeof process === 'object' && typeof process.emitWarning === 'function') {
+      process.emitWarning('Static servicePath is deprecated, please use the instance method instead.', 'DeprecationWarning');
+    }
+    return 'aiplatform.googleapis.com';
+  }
+
+  /**
+   * The DNS address for this API service - same as servicePath.
+   * @deprecated Use the apiEndpoint method of the client instance.
+   * @returns {string} The DNS address for this service.
+   */
+  static get apiEndpoint() {
+    if (typeof process === 'object' && typeof process.emitWarning === 'function') {
+      process.emitWarning('Static apiEndpoint is deprecated, please use the instance method instead.', 'DeprecationWarning');
+    }
+    return 'aiplatform.googleapis.com';
+  }
+
+  /**
+   * The DNS address for this API service.
+   * @returns {string} The DNS address for this service.
+   */
+  get apiEndpoint() {
+    return this._servicePath;
+  }
+
+  get universeDomain() {
+    return this._universeDomain;
+  }
+
+  /**
+   * The port for this API service.
+   * @returns {number} The default port for this service.
+   */
+  static get port() {
+    return 443;
+  }
+
+  /**
+   * The scopes needed to make gRPC calls for every method defined
+   * in this service.
+   * @returns {string[]} List of default scopes.
+   */
+  static get scopes() {
+    return [
+      'https://www.googleapis.com/auth/cloud-platform'
+    ];
+  }
+
+  getProjectId(): Promise<string>;
+  getProjectId(callback: Callback<string, undefined, undefined>): void;
+  /**
+   * Return the project ID used by this class.
+   * @returns {Promise} A promise that resolves to string containing the project ID.
+   */
+  getProjectId(callback?: Callback<string, undefined, undefined>):
+      Promise<string>|void {
+    if (callback) {
+      this.auth.getProjectId(callback);
+      return;
+    }
+    return this.auth.getProjectId();
+  }
+
+  // -------------------
+  // -- Service calls --
+  // -------------------
+/**
+ * Creates cached content, this call will initialize the cached content in the
+ * data storage, and users need to pay for the cache data storage.
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.parent
+ *   Required. The parent resource where the cached content will be created
+ * @param {google.cloud.aiplatform.v1beta1.CachedContent} request.cachedContent
+ *   Required. The cached content to create
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing {@link protos.google.cloud.aiplatform.v1beta1.CachedContent|CachedContent}.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/gen_ai_cache_service.create_cached_content.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_GenAiCacheService_CreateCachedContent_async
+ */
+  createCachedContent(
+      request?: protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest,
+      options?: CallOptions):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+        protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest|undefined, {}|undefined
+      ]>;
+  createCachedContent(
+      request: protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest,
+      options: CallOptions,
+      callback: Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest|null|undefined,
+          {}|null|undefined>): void;
+  createCachedContent(
+      request: protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest,
+      callback: Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest|null|undefined,
+          {}|null|undefined>): void;
+  createCachedContent(
+      request?: protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest,
+      optionsOrCallback?: CallOptions|Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest|null|undefined,
+          {}|null|undefined>,
+      callback?: Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest|null|undefined,
+          {}|null|undefined>):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+        protos.google.cloud.aiplatform.v1beta1.ICreateCachedContentRequest|undefined, {}|undefined
+      ]>|void {
+    request = request || {};
+    let options: CallOptions;
+    if (typeof optionsOrCallback === 'function' && callback === undefined) {
+      callback = optionsOrCallback;
+      options = {};
+    }
+    else {
+      options = optionsOrCallback as CallOptions;
+    }
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'parent': request.parent ?? '',
+    });
+    this.initialize();
+    return this.innerApiCalls.createCachedContent(request, options, callback);
+  }
+/**
+ * Gets cached content configurations
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.name
+ *   Required. The resource name referring to the cached content
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing {@link protos.google.cloud.aiplatform.v1beta1.CachedContent|CachedContent}.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/gen_ai_cache_service.get_cached_content.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_GenAiCacheService_GetCachedContent_async
+ */
+  getCachedContent(
+      request?: protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest,
+      options?: CallOptions):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+        protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest|undefined, {}|undefined
+      ]>;
+  getCachedContent(
+      request: protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest,
+      options: CallOptions,
+      callback: Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest|null|undefined,
+          {}|null|undefined>): void;
+  getCachedContent(
+      request: protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest,
+      callback: Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest|null|undefined,
+          {}|null|undefined>): void;
+  getCachedContent(
+      request?: protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest,
+      optionsOrCallback?: CallOptions|Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest|null|undefined,
+          {}|null|undefined>,
+      callback?: Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest|null|undefined,
+          {}|null|undefined>):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+        protos.google.cloud.aiplatform.v1beta1.IGetCachedContentRequest|undefined, {}|undefined
+      ]>|void {
+    request = request || {};
+    let options: CallOptions;
+    if (typeof optionsOrCallback === 'function' && callback === undefined) {
+      callback = optionsOrCallback;
+      options = {};
+    }
+    else {
+      options = optionsOrCallback as CallOptions;
+    }
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'name': request.name ?? '',
+    });
+    this.initialize();
+    return this.innerApiCalls.getCachedContent(request, options, callback);
+  }
+/**
+ * Updates cached content configurations
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {google.cloud.aiplatform.v1beta1.CachedContent} request.cachedContent
+ *   Required. The cached content to update
+ * @param {google.protobuf.FieldMask} request.updateMask
+ *   Required. The list of fields to update.
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing {@link protos.google.cloud.aiplatform.v1beta1.CachedContent|CachedContent}.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/gen_ai_cache_service.update_cached_content.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_GenAiCacheService_UpdateCachedContent_async
+ */
+  updateCachedContent(
+      request?: protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest,
+      options?: CallOptions):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+        protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest|undefined, {}|undefined
+      ]>;
+  updateCachedContent(
+      request: protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest,
+      options: CallOptions,
+      callback: Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest|null|undefined,
+          {}|null|undefined>): void;
+  updateCachedContent(
+      request: protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest,
+      callback: Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest|null|undefined,
+          {}|null|undefined>): void;
+  updateCachedContent(
+      request?: protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest,
+      optionsOrCallback?: CallOptions|Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest|null|undefined,
+          {}|null|undefined>,
+      callback?: Callback<
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+          protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest|null|undefined,
+          {}|null|undefined>):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.ICachedContent,
+        protos.google.cloud.aiplatform.v1beta1.IUpdateCachedContentRequest|undefined, {}|undefined
+      ]>|void {
+    request = request || {};
+    let options: CallOptions;
+    if (typeof optionsOrCallback === 'function' && callback === undefined) {
+      callback = optionsOrCallback;
+      options = {};
+    }
+    else {
+      options = optionsOrCallback as CallOptions;
+    }
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'cached_content.name': request.cachedContent!.name ?? '',
+    });
+    this.initialize();
+    return this.innerApiCalls.updateCachedContent(request, options, callback);
+  }
+/**
+ * Deletes cached content
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.name
+ *   Required. The resource name referring to the cached content
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing {@link protos.google.protobuf.Empty|Empty}.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/gen_ai_cache_service.delete_cached_content.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_GenAiCacheService_DeleteCachedContent_async
+ */
+  deleteCachedContent(
+      request?: protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest,
+      options?: CallOptions):
+      Promise<[
+        protos.google.protobuf.IEmpty,
+        protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest|undefined, {}|undefined
+      ]>;
+  deleteCachedContent(
+      request: protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest,
+      options: CallOptions,
+      callback: Callback<
+          protos.google.protobuf.IEmpty,
+          protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest|null|undefined,
+          {}|null|undefined>): void;
+  deleteCachedContent(
+      request: protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest,
+      callback: Callback<
+          protos.google.protobuf.IEmpty,
+          protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest|null|undefined,
+          {}|null|undefined>): void;
+  deleteCachedContent(
+      request?: protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest,
+      optionsOrCallback?: CallOptions|Callback<
+          protos.google.protobuf.IEmpty,
+          protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest|null|undefined,
+          {}|null|undefined>,
+      callback?: Callback<
+          protos.google.protobuf.IEmpty,
+          protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest|null|undefined,
+          {}|null|undefined>):
+      Promise<[
+        protos.google.protobuf.IEmpty,
+        protos.google.cloud.aiplatform.v1beta1.IDeleteCachedContentRequest|undefined, {}|undefined
+      ]>|void {
+    request = request || {};
+    let options: CallOptions;
+    if (typeof optionsOrCallback === 'function' && callback === undefined) {
+      callback = optionsOrCallback;
+      options = {};
+    }
+    else {
+      options = optionsOrCallback as CallOptions;
+    }
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'name': request.name ?? '',
+    });
+    this.initialize();
+    return this.innerApiCalls.deleteCachedContent(request, options, callback);
+  }
+
+ /**
+ * Lists cached contents in a project
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.parent
+ *   Required. The parent, which owns this collection of cached contents.
+ * @param {number} [request.pageSize]
+ *   Optional. The maximum number of cached contents to return. The service may
+ *   return fewer than this value. If unspecified, some default (under maximum)
+ *   number of items will be returned. The maximum value is 1000; values above
+ *   1000 will be coerced to 1000.
+ * @param {string} [request.pageToken]
+ *   Optional. A page token, received from a previous `ListCachedContents` call.
+ *   Provide this to retrieve the subsequent page.
+ *
+ *   When paginating, all other parameters provided to `ListCachedContents` must
+ *   match the call that provided the page token.
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is Array of {@link protos.google.cloud.aiplatform.v1beta1.CachedContent|CachedContent}.
+ *   The client library will perform auto-pagination by default: it will call the API as many
+ *   times as needed and will merge results from all the pages into this array.
+ *   Note that it can affect your quota.
+ *   We recommend using `listCachedContentsAsync()`
+ *   method described below for async iteration which you can stop as needed.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#auto-pagination | documentation }
+ *   for more details and examples.
+ */
+  listCachedContents(
+      request?: protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+      options?: CallOptions):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.ICachedContent[],
+        protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest|null,
+        protos.google.cloud.aiplatform.v1beta1.IListCachedContentsResponse
+      ]>;
+  listCachedContents(
+      request: protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+      options: CallOptions,
+      callback: PaginationCallback<
+          protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+          protos.google.cloud.aiplatform.v1beta1.IListCachedContentsResponse|null|undefined,
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent>): void;
+  listCachedContents(
+      request: protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+      callback: PaginationCallback<
+          protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+          protos.google.cloud.aiplatform.v1beta1.IListCachedContentsResponse|null|undefined,
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent>): void;
+  listCachedContents(
+      request?: protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+      optionsOrCallback?: CallOptions|PaginationCallback<
+          protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+          protos.google.cloud.aiplatform.v1beta1.IListCachedContentsResponse|null|undefined,
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent>,
+      callback?: PaginationCallback<
+          protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+          protos.google.cloud.aiplatform.v1beta1.IListCachedContentsResponse|null|undefined,
+          protos.google.cloud.aiplatform.v1beta1.ICachedContent>):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.ICachedContent[],
+        protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest|null,
+        protos.google.cloud.aiplatform.v1beta1.IListCachedContentsResponse
+      ]>|void {
+    request = request || {};
+    let options: CallOptions;
+    if (typeof optionsOrCallback === 'function' && callback === undefined) {
+      callback = optionsOrCallback;
+      options = {};
+    }
+    else {
+      options = optionsOrCallback as CallOptions;
+    }
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'parent': request.parent ?? '',
+    });
+    this.initialize();
+    return this.innerApiCalls.listCachedContents(request, options, callback);
+  }
+
+/**
+ * Equivalent to `method.name.toCamelCase()`, but returns a NodeJS Stream object.
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.parent
+ *   Required. The parent, which owns this collection of cached contents.
+ * @param {number} [request.pageSize]
+ *   Optional. The maximum number of cached contents to return. The service may
+ *   return fewer than this value. If unspecified, some default (under maximum)
+ *   number of items will be returned. The maximum value is 1000; values above
+ *   1000 will be coerced to 1000.
+ * @param {string} [request.pageToken]
+ *   Optional. A page token, received from a previous `ListCachedContents` call.
+ *   Provide this to retrieve the subsequent page.
+ *
+ *   When paginating, all other parameters provided to `ListCachedContents` must
+ *   match the call that provided the page token.
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Stream}
+ *   An object stream which emits an object representing {@link protos.google.cloud.aiplatform.v1beta1.CachedContent|CachedContent} on 'data' event.
+ *   The client library will perform auto-pagination by default: it will call the API as many
+ *   times as needed. Note that it can affect your quota.
+ *   We recommend using `listCachedContentsAsync()`
+ *   method described below for async iteration which you can stop as needed.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#auto-pagination | documentation }
+ *   for more details and examples.
+ */
+  listCachedContentsStream(
+      request?: protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+      options?: CallOptions):
+    Transform{
+    request = request || {};
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'parent': request.parent ?? '',
+    });
+    const defaultCallSettings = this._defaults['listCachedContents'];
+    const callSettings = defaultCallSettings.merge(options);
+    this.initialize();
+    return this.descriptors.page.listCachedContents.createStream(
+      this.innerApiCalls.listCachedContents as GaxCall,
+      request,
+      callSettings
+    );
+  }
+
+/**
+ * Equivalent to `listCachedContents`, but returns an iterable object.
+ *
+ * `for`-`await`-`of` syntax is used with the iterable to get response elements on-demand.
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.parent
+ *   Required. The parent, which owns this collection of cached contents.
+ * @param {number} [request.pageSize]
+ *   Optional. The maximum number of cached contents to return. The service may
+ *   return fewer than this value. If unspecified, some default (under maximum)
+ *   number of items will be returned. The maximum value is 1000; values above
+ *   1000 will be coerced to 1000.
+ * @param {string} [request.pageToken]
+ *   Optional. A page token, received from a previous `ListCachedContents` call.
+ *   Provide this to retrieve the subsequent page.
+ *
+ *   When paginating, all other parameters provided to `ListCachedContents` must
+ *   match the call that provided the page token.
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Object}
+ *   An iterable Object that allows {@link https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Iteration_protocols | async iteration }.
+ *   When you iterate the returned iterable, each element will be an object representing
+ *   {@link protos.google.cloud.aiplatform.v1beta1.CachedContent|CachedContent}. The API will be called under the hood as needed, once per the page,
+ *   so you can stop the iteration when you don't need more results.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#auto-pagination | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/gen_ai_cache_service.list_cached_contents.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_GenAiCacheService_ListCachedContents_async
+ */
+  listCachedContentsAsync(
+      request?: protos.google.cloud.aiplatform.v1beta1.IListCachedContentsRequest,
+      options?: CallOptions):
+    AsyncIterable<protos.google.cloud.aiplatform.v1beta1.ICachedContent>{
+    request = request || {};
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'parent': request.parent ?? '',
+    });
+    const defaultCallSettings = this._defaults['listCachedContents'];
+    const callSettings = defaultCallSettings.merge(options);
+    this.initialize();
+    return this.descriptors.page.listCachedContents.asyncIterate(
+      this.innerApiCalls['listCachedContents'] as GaxCall,
+      request as {},
+      callSettings
+    ) as AsyncIterable<protos.google.cloud.aiplatform.v1beta1.ICachedContent>;
+  }
+/**
+ * Gets the access control policy for a resource. Returns an empty policy
+ * if the resource exists and does not have a policy set.
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.resource
+ *   REQUIRED: The resource for which the policy is being requested.
+ *   See the operation documentation for the appropriate value for this field.
+ * @param {Object} [request.options]
+ *   OPTIONAL: A `GetPolicyOptions` object for specifying options to
+ *   `GetIamPolicy`. This field is only used by Cloud IAM.
+ *
+ *   This object should have the same structure as {@link google.iam.v1.GetPolicyOptions | GetPolicyOptions}.
+ * @param {Object} [options]
+ *   Optional parameters. You can override the default settings for this call, e.g, timeout,
+ *   retries, paginations, etc. See {@link https://googleapis.github.io/gax-nodejs/interfaces/CallOptions.html | gax.CallOptions} for the details.
+ * @param {function(?Error, ?Object)} [callback]
+ *   The function which will be called with the result of the API call.
+ *
+ *   The second parameter to the callback is an object representing {@link google.iam.v1.Policy | Policy}.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing {@link google.iam.v1.Policy | Policy}.
+ *   The promise has a method named "cancel" which cancels the ongoing API call.
+ */
+  getIamPolicy(
+    request: IamProtos.google.iam.v1.GetIamPolicyRequest,
+    options?:
+      | gax.CallOptions
+      | Callback<
+          IamProtos.google.iam.v1.Policy,
+          IamProtos.google.iam.v1.GetIamPolicyRequest | null | undefined,
+          {} | null | undefined
+        >,
+    callback?: Callback<
+      IamProtos.google.iam.v1.Policy,
+      IamProtos.google.iam.v1.GetIamPolicyRequest | null | undefined,
+      {} | null | undefined
+    >
+  ):Promise<[IamProtos.google.iam.v1.Policy]> {
+    return this.iamClient.getIamPolicy(request, options, callback);
+  }
+
+/**
+ * Returns permissions that a caller has on the specified resource. If the
+ * resource does not exist, this will return an empty set of
+ * permissions, not a NOT_FOUND error.
+ *
+ * Note: This operation is designed to be used for building
+ * permission-aware UIs and command-line tools, not for authorization
+ * checking. This operation may "fail open" without warning.
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.resource
+ *   REQUIRED: The resource for which the policy detail is being requested.
+ *   See the operation documentation for the appropriate value for this field.
+ * @param {string[]} request.permissions
+ *   The set of permissions to check for the `resource`. Permissions with
+ *   wildcards (such as '*' or 'storage.*') are not allowed. For more
+ *   information see {@link https://cloud.google.com/iam/docs/overview#permissions | IAM Overview }.
+ * @param {Object} [options]
+ *   Optional parameters. You can override the default settings for this call, e.g, timeout,
+ *   retries, paginations, etc. See {@link https://googleapis.github.io/gax-nodejs/interfaces/CallOptions.html | gax.CallOptions} for the details.
+ * @param {function(?Error, ?Object)} [callback]
+ *   The function which will be called with the result of the API call.
+ *
+ *   The second parameter to the callback is an object representing {@link google.iam.v1.TestIamPermissionsResponse | TestIamPermissionsResponse}.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing {@link google.iam.v1.TestIamPermissionsResponse | TestIamPermissionsResponse}.
+ *   The promise has a method named "cancel" which cancels the ongoing API call.
+ */
+  setIamPolicy(
+    request: IamProtos.google.iam.v1.SetIamPolicyRequest,
+    options?:
+      | gax.CallOptions
+      | Callback<
+          IamProtos.google.iam.v1.Policy,
+          IamProtos.google.iam.v1.SetIamPolicyRequest | null | undefined,
+          {} | null | undefined
+        >,
+    callback?: Callback<
+      IamProtos.google.iam.v1.Policy,
+      IamProtos.google.iam.v1.SetIamPolicyRequest | null | undefined,
+      {} | null | undefined
+    >
+  ):Promise<[IamProtos.google.iam.v1.Policy]> {
+    return this.iamClient.setIamPolicy(request, options, callback);
+  }
+
+/**
+ * Returns permissions that a caller has on the specified resource. If the
+ * resource does not exist, this will return an empty set of
+ * permissions, not a NOT_FOUND error.
+ *
+ * Note: This operation is designed to be used for building
+ * permission-aware UIs and command-line tools, not for authorization
+ * checking. This operation may "fail open" without warning.
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.resource
+ *   REQUIRED: The resource for which the policy detail is being requested.
+ *   See the operation documentation for the appropriate value for this field.
+ * @param {string[]} request.permissions
+ *   The set of permissions to check for the `resource`. Permissions with
+ *   wildcards (such as '*' or 'storage.*') are not allowed. For more
+ *   information see {@link https://cloud.google.com/iam/docs/overview#permissions | IAM Overview }.
+ * @param {Object} [options]
+ *   Optional parameters. You can override the default settings for this call, e.g, timeout,
+ *   retries, paginations, etc. See {@link https://googleapis.github.io/gax-nodejs/interfaces/CallOptions.html | gax.CallOptions} for the details.
+ * @param {function(?Error, ?Object)} [callback]
+ *   The function which will be called with the result of the API call.
+ *
+ *   The second parameter to the callback is an object representing {@link google.iam.v1.TestIamPermissionsResponse | TestIamPermissionsResponse}.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing {@link google.iam.v1.TestIamPermissionsResponse | TestIamPermissionsResponse}.
+ *   The promise has a method named "cancel" which cancels the ongoing API call.
+ *
+ */
+  testIamPermissions(
+    request: IamProtos.google.iam.v1.TestIamPermissionsRequest,
+    options?:
+      | gax.CallOptions
+      | Callback<
+          IamProtos.google.iam.v1.TestIamPermissionsResponse,
+          IamProtos.google.iam.v1.TestIamPermissionsRequest | null | undefined,
+          {} | null | undefined
+        >,
+    callback?: Callback<
+      IamProtos.google.iam.v1.TestIamPermissionsResponse,
+      IamProtos.google.iam.v1.TestIamPermissionsRequest | null | undefined,
+      {} | null | undefined
+    >
+  ):Promise<[IamProtos.google.iam.v1.TestIamPermissionsResponse]> {
+    return this.iamClient.testIamPermissions(request, options, callback);
+  }
+
+/**
+   * Gets information about a location.
+   *
+   * @param {Object} request
+   *   The request object that will be sent.
+   * @param {string} request.name
+   *   Resource name for the location.
+   * @param {object} [options]
+   *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html | CallOptions} for more details.
+   * @returns {Promise} - The promise which resolves to an array.
+   *   The first element of the array is an object representing {@link google.cloud.location.Location | Location}.
+   *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods | documentation }
+   *   for more details and examples.
+   * @example
+   * ```
+   * const [response] = await client.getLocation(request);
+   * ```
+   */
+  getLocation(
+    request: LocationProtos.google.cloud.location.IGetLocationRequest,
+    options?:
+      | gax.CallOptions
+      | Callback<
+          LocationProtos.google.cloud.location.ILocation,
+          | LocationProtos.google.cloud.location.IGetLocationRequest
+          | null
+          | undefined,
+          {} | null | undefined
+        >,
+    callback?: Callback<
+      LocationProtos.google.cloud.location.ILocation,
+      | LocationProtos.google.cloud.location.IGetLocationRequest
+      | null
+      | undefined,
+      {} | null | undefined
+    >
+  ): Promise<LocationProtos.google.cloud.location.ILocation> {
+    return this.locationsClient.getLocation(request, options, callback);
+  }
+
+/**
+   * Lists information about the supported locations for this service. Returns an iterable object.
+   *
+   * `for`-`await`-`of` syntax is used with the iterable to get response elements on-demand.
+   * @param {Object} request
+   *   The request object that will be sent.
+   * @param {string} request.name
+   *   The resource that owns the locations collection, if applicable.
+   * @param {string} request.filter
+   *   The standard list filter.
+   * @param {number} request.pageSize
+   *   The standard list page size.
+   * @param {string} request.pageToken
+   *   The standard list page token.
+   * @param {object} [options]
+   *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+   * @returns {Object}
+   *   An iterable Object that allows {@link https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Iteration_protocols | async iteration }.
+   *   When you iterate the returned iterable, each element will be an object representing
+   *   {@link google.cloud.location.Location | Location}. The API will be called under the hood as needed, once per the page,
+   *   so you can stop the iteration when you don't need more results.
+   *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#auto-pagination | documentation }
+   *   for more details and examples.
+   * @example
+   * ```
+   * const iterable = client.listLocationsAsync(request);
+   * for await (const response of iterable) {
+   *   // process response
+   * }
+   * ```
+   */
+  listLocationsAsync(
+    request: LocationProtos.google.cloud.location.IListLocationsRequest,
+    options?: CallOptions
+  ): AsyncIterable<LocationProtos.google.cloud.location.ILocation> {
+    return this.locationsClient.listLocationsAsync(request, options);
+  }
+
+  // --------------------
+  // -- Path templates --
+  // --------------------
+
+  /**
+   * Return a fully-qualified annotation resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} dataset
+   * @param {string} data_item
+   * @param {string} annotation
+   * @returns {string} Resource name string.
+   */
+  annotationPath(project:string,location:string,dataset:string,dataItem:string,annotation:string) {
+    return this.pathTemplates.annotationPathTemplate.render({
+      project: project,
+      location: location,
+      dataset: dataset,
+      data_item: dataItem,
+      annotation: annotation,
+    });
+  }
+
+  /**
+   * Parse the project from Annotation resource.
+   *
+   * @param {string} annotationName
+   *   A fully-qualified path representing Annotation resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromAnnotationName(annotationName: string) {
+    return this.pathTemplates.annotationPathTemplate.match(annotationName).project;
+  }
+
+  /**
+   * Parse the location from Annotation resource.
+   *
+   * @param {string} annotationName
+   *   A fully-qualified path representing Annotation resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromAnnotationName(annotationName: string) {
+    return this.pathTemplates.annotationPathTemplate.match(annotationName).location;
+  }
+
+  /**
+   * Parse the dataset from Annotation resource.
+   *
+   * @param {string} annotationName
+   *   A fully-qualified path representing Annotation resource.
+   * @returns {string} A string representing the dataset.
+   */
+  matchDatasetFromAnnotationName(annotationName: string) {
+    return this.pathTemplates.annotationPathTemplate.match(annotationName).dataset;
+  }
+
+  /**
+   * Parse the data_item from Annotation resource.
+   *
+   * @param {string} annotationName
+   *   A fully-qualified path representing Annotation resource.
+   * @returns {string} A string representing the data_item.
+   */
+  matchDataItemFromAnnotationName(annotationName: string) {
+    return this.pathTemplates.annotationPathTemplate.match(annotationName).data_item;
+  }
+
+  /**
+   * Parse the annotation from Annotation resource.
+   *
+   * @param {string} annotationName
+   *   A fully-qualified path representing Annotation resource.
+   * @returns {string} A string representing the annotation.
+   */
+  matchAnnotationFromAnnotationName(annotationName: string) {
+    return this.pathTemplates.annotationPathTemplate.match(annotationName).annotation;
+  }
+
+  /**
+   * Return a fully-qualified annotationSpec resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} dataset
+   * @param {string} annotation_spec
+   * @returns {string} Resource name string.
+   */
+  annotationSpecPath(project:string,location:string,dataset:string,annotationSpec:string) {
+    return this.pathTemplates.annotationSpecPathTemplate.render({
+      project: project,
+      location: location,
+      dataset: dataset,
+      annotation_spec: annotationSpec,
+    });
+  }
+
+  /**
+   * Parse the project from AnnotationSpec resource.
+   *
+   * @param {string} annotationSpecName
+   *   A fully-qualified path representing AnnotationSpec resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromAnnotationSpecName(annotationSpecName: string) {
+    return this.pathTemplates.annotationSpecPathTemplate.match(annotationSpecName).project;
+  }
+
+  /**
+   * Parse the location from AnnotationSpec resource.
+   *
+   * @param {string} annotationSpecName
+   *   A fully-qualified path representing AnnotationSpec resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromAnnotationSpecName(annotationSpecName: string) {
+    return this.pathTemplates.annotationSpecPathTemplate.match(annotationSpecName).location;
+  }
+
+  /**
+   * Parse the dataset from AnnotationSpec resource.
+   *
+   * @param {string} annotationSpecName
+   *   A fully-qualified path representing AnnotationSpec resource.
+   * @returns {string} A string representing the dataset.
+   */
+  matchDatasetFromAnnotationSpecName(annotationSpecName: string) {
+    return this.pathTemplates.annotationSpecPathTemplate.match(annotationSpecName).dataset;
+  }
+
+  /**
+   * Parse the annotation_spec from AnnotationSpec resource.
+   *
+   * @param {string} annotationSpecName
+   *   A fully-qualified path representing AnnotationSpec resource.
+   * @returns {string} A string representing the annotation_spec.
+   */
+  matchAnnotationSpecFromAnnotationSpecName(annotationSpecName: string) {
+    return this.pathTemplates.annotationSpecPathTemplate.match(annotationSpecName).annotation_spec;
+  }
+
+  /**
+   * Return a fully-qualified artifact resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} metadata_store
+   * @param {string} artifact
+   * @returns {string} Resource name string.
+   */
+  artifactPath(project:string,location:string,metadataStore:string,artifact:string) {
+    return this.pathTemplates.artifactPathTemplate.render({
+      project: project,
+      location: location,
+      metadata_store: metadataStore,
+      artifact: artifact,
+    });
+  }
+
+  /**
+   * Parse the project from Artifact resource.
+   *
+   * @param {string} artifactName
+   *   A fully-qualified path representing Artifact resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromArtifactName(artifactName: string) {
+    return this.pathTemplates.artifactPathTemplate.match(artifactName).project;
+  }
+
+  /**
+   * Parse the location from Artifact resource.
+   *
+   * @param {string} artifactName
+   *   A fully-qualified path representing Artifact resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromArtifactName(artifactName: string) {
+    return this.pathTemplates.artifactPathTemplate.match(artifactName).location;
+  }
+
+  /**
+   * Parse the metadata_store from Artifact resource.
+   *
+   * @param {string} artifactName
+   *   A fully-qualified path representing Artifact resource.
+   * @returns {string} A string representing the metadata_store.
+   */
+  matchMetadataStoreFromArtifactName(artifactName: string) {
+    return this.pathTemplates.artifactPathTemplate.match(artifactName).metadata_store;
+  }
+
+  /**
+   * Parse the artifact from Artifact resource.
+   *
+   * @param {string} artifactName
+   *   A fully-qualified path representing Artifact resource.
+   * @returns {string} A string representing the artifact.
+   */
+  matchArtifactFromArtifactName(artifactName: string) {
+    return this.pathTemplates.artifactPathTemplate.match(artifactName).artifact;
+  }
+
+  /**
+   * Return a fully-qualified batchPredictionJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} batch_prediction_job
+   * @returns {string} Resource name string.
+   */
+  batchPredictionJobPath(project:string,location:string,batchPredictionJob:string) {
+    return this.pathTemplates.batchPredictionJobPathTemplate.render({
+      project: project,
+      location: location,
+      batch_prediction_job: batchPredictionJob,
+    });
+  }
+
+  /**
+   * Parse the project from BatchPredictionJob resource.
+   *
+   * @param {string} batchPredictionJobName
+   *   A fully-qualified path representing BatchPredictionJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromBatchPredictionJobName(batchPredictionJobName: string) {
+    return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).project;
+  }
+
+  /**
+   * Parse the location from BatchPredictionJob resource.
+   *
+   * @param {string} batchPredictionJobName
+   *   A fully-qualified path representing BatchPredictionJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromBatchPredictionJobName(batchPredictionJobName: string) {
+    return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).location;
+  }
+
+  /**
+   * Parse the batch_prediction_job from BatchPredictionJob resource.
+   *
+   * @param {string} batchPredictionJobName
+   *   A fully-qualified path representing BatchPredictionJob resource.
+   * @returns {string} A string representing the batch_prediction_job.
+   */
+  matchBatchPredictionJobFromBatchPredictionJobName(batchPredictionJobName: string) {
+    return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
+  }
+
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
+  /**
+   * Return a fully-qualified context resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} metadata_store
+   * @param {string} context
+   * @returns {string} Resource name string.
+   */
+  contextPath(project:string,location:string,metadataStore:string,context:string) {
+    return this.pathTemplates.contextPathTemplate.render({
+      project: project,
+      location: location,
+      metadata_store: metadataStore,
+      context: context,
+    });
+  }
+
+  /**
+   * Parse the project from Context resource.
+   *
+   * @param {string} contextName
+   *   A fully-qualified path representing Context resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromContextName(contextName: string) {
+    return this.pathTemplates.contextPathTemplate.match(contextName).project;
+  }
+
+  /**
+   * Parse the location from Context resource.
+   *
+   * @param {string} contextName
+   *   A fully-qualified path representing Context resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromContextName(contextName: string) {
+    return this.pathTemplates.contextPathTemplate.match(contextName).location;
+  }
+
+  /**
+   * Parse the metadata_store from Context resource.
+   *
+   * @param {string} contextName
+   *   A fully-qualified path representing Context resource.
+   * @returns {string} A string representing the metadata_store.
+   */
+  matchMetadataStoreFromContextName(contextName: string) {
+    return this.pathTemplates.contextPathTemplate.match(contextName).metadata_store;
+  }
+
+  /**
+   * Parse the context from Context resource.
+   *
+   * @param {string} contextName
+   *   A fully-qualified path representing Context resource.
+   * @returns {string} A string representing the context.
+   */
+  matchContextFromContextName(contextName: string) {
+    return this.pathTemplates.contextPathTemplate.match(contextName).context;
+  }
+
+  /**
+   * Return a fully-qualified customJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} custom_job
+   * @returns {string} Resource name string.
+   */
+  customJobPath(project:string,location:string,customJob:string) {
+    return this.pathTemplates.customJobPathTemplate.render({
+      project: project,
+      location: location,
+      custom_job: customJob,
+    });
+  }
+
+  /**
+   * Parse the project from CustomJob resource.
+   *
+   * @param {string} customJobName
+   *   A fully-qualified path representing CustomJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCustomJobName(customJobName: string) {
+    return this.pathTemplates.customJobPathTemplate.match(customJobName).project;
+  }
+
+  /**
+   * Parse the location from CustomJob resource.
+   *
+   * @param {string} customJobName
+   *   A fully-qualified path representing CustomJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCustomJobName(customJobName: string) {
+    return this.pathTemplates.customJobPathTemplate.match(customJobName).location;
+  }
+
+  /**
+   * Parse the custom_job from CustomJob resource.
+   *
+   * @param {string} customJobName
+   *   A fully-qualified path representing CustomJob resource.
+   * @returns {string} A string representing the custom_job.
+   */
+  matchCustomJobFromCustomJobName(customJobName: string) {
+    return this.pathTemplates.customJobPathTemplate.match(customJobName).custom_job;
+  }
+
+  /**
+   * Return a fully-qualified dataItem resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} dataset
+   * @param {string} data_item
+   * @returns {string} Resource name string.
+   */
+  dataItemPath(project:string,location:string,dataset:string,dataItem:string) {
+    return this.pathTemplates.dataItemPathTemplate.render({
+      project: project,
+      location: location,
+      dataset: dataset,
+      data_item: dataItem,
+    });
+  }
+
+  /**
+   * Parse the project from DataItem resource.
+   *
+   * @param {string} dataItemName
+   *   A fully-qualified path representing DataItem resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromDataItemName(dataItemName: string) {
+    return this.pathTemplates.dataItemPathTemplate.match(dataItemName).project;
+  }
+
+  /**
+   * Parse the location from DataItem resource.
+   *
+   * @param {string} dataItemName
+   *   A fully-qualified path representing DataItem resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromDataItemName(dataItemName: string) {
+    return this.pathTemplates.dataItemPathTemplate.match(dataItemName).location;
+  }
+
+  /**
+   * Parse the dataset from DataItem resource.
+   *
+   * @param {string} dataItemName
+   *   A fully-qualified path representing DataItem resource.
+   * @returns {string} A string representing the dataset.
+   */
+  matchDatasetFromDataItemName(dataItemName: string) {
+    return this.pathTemplates.dataItemPathTemplate.match(dataItemName).dataset;
+  }
+
+  /**
+   * Parse the data_item from DataItem resource.
+   *
+   * @param {string} dataItemName
+   *   A fully-qualified path representing DataItem resource.
+   * @returns {string} A string representing the data_item.
+   */
+  matchDataItemFromDataItemName(dataItemName: string) {
+    return this.pathTemplates.dataItemPathTemplate.match(dataItemName).data_item;
+  }
+
+  /**
+   * Return a fully-qualified dataLabelingJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} data_labeling_job
+   * @returns {string} Resource name string.
+   */
+  dataLabelingJobPath(project:string,location:string,dataLabelingJob:string) {
+    return this.pathTemplates.dataLabelingJobPathTemplate.render({
+      project: project,
+      location: location,
+      data_labeling_job: dataLabelingJob,
+    });
+  }
+
+  /**
+   * Parse the project from DataLabelingJob resource.
+   *
+   * @param {string} dataLabelingJobName
+   *   A fully-qualified path representing DataLabelingJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromDataLabelingJobName(dataLabelingJobName: string) {
+    return this.pathTemplates.dataLabelingJobPathTemplate.match(dataLabelingJobName).project;
+  }
+
+  /**
+   * Parse the location from DataLabelingJob resource.
+   *
+   * @param {string} dataLabelingJobName
+   *   A fully-qualified path representing DataLabelingJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromDataLabelingJobName(dataLabelingJobName: string) {
+    return this.pathTemplates.dataLabelingJobPathTemplate.match(dataLabelingJobName).location;
+  }
+
+  /**
+   * Parse the data_labeling_job from DataLabelingJob resource.
+   *
+   * @param {string} dataLabelingJobName
+   *   A fully-qualified path representing DataLabelingJob resource.
+   * @returns {string} A string representing the data_labeling_job.
+   */
+  matchDataLabelingJobFromDataLabelingJobName(dataLabelingJobName: string) {
+    return this.pathTemplates.dataLabelingJobPathTemplate.match(dataLabelingJobName).data_labeling_job;
+  }
+
+  /**
+   * Return a fully-qualified dataset resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} dataset
+   * @returns {string} Resource name string.
+   */
+  datasetPath(project:string,location:string,dataset:string) {
+    return this.pathTemplates.datasetPathTemplate.render({
+      project: project,
+      location: location,
+      dataset: dataset,
+    });
+  }
+
+  /**
+   * Parse the project from Dataset resource.
+   *
+   * @param {string} datasetName
+   *   A fully-qualified path representing Dataset resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromDatasetName(datasetName: string) {
+    return this.pathTemplates.datasetPathTemplate.match(datasetName).project;
+  }
+
+  /**
+   * Parse the location from Dataset resource.
+   *
+   * @param {string} datasetName
+   *   A fully-qualified path representing Dataset resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromDatasetName(datasetName: string) {
+    return this.pathTemplates.datasetPathTemplate.match(datasetName).location;
+  }
+
+  /**
+   * Parse the dataset from Dataset resource.
+   *
+   * @param {string} datasetName
+   *   A fully-qualified path representing Dataset resource.
+   * @returns {string} A string representing the dataset.
+   */
+  matchDatasetFromDatasetName(datasetName: string) {
+    return this.pathTemplates.datasetPathTemplate.match(datasetName).dataset;
+  }
+
+  /**
+   * Return a fully-qualified datasetVersion resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} dataset
+   * @param {string} dataset_version
+   * @returns {string} Resource name string.
+   */
+  datasetVersionPath(project:string,location:string,dataset:string,datasetVersion:string) {
+    return this.pathTemplates.datasetVersionPathTemplate.render({
+      project: project,
+      location: location,
+      dataset: dataset,
+      dataset_version: datasetVersion,
+    });
+  }
+
+  /**
+   * Parse the project from DatasetVersion resource.
+   *
+   * @param {string} datasetVersionName
+   *   A fully-qualified path representing DatasetVersion resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromDatasetVersionName(datasetVersionName: string) {
+    return this.pathTemplates.datasetVersionPathTemplate.match(datasetVersionName).project;
+  }
+
+  /**
+   * Parse the location from DatasetVersion resource.
+   *
+   * @param {string} datasetVersionName
+   *   A fully-qualified path representing DatasetVersion resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromDatasetVersionName(datasetVersionName: string) {
+    return this.pathTemplates.datasetVersionPathTemplate.match(datasetVersionName).location;
+  }
+
+  /**
+   * Parse the dataset from DatasetVersion resource.
+   *
+   * @param {string} datasetVersionName
+   *   A fully-qualified path representing DatasetVersion resource.
+   * @returns {string} A string representing the dataset.
+   */
+  matchDatasetFromDatasetVersionName(datasetVersionName: string) {
+    return this.pathTemplates.datasetVersionPathTemplate.match(datasetVersionName).dataset;
+  }
+
+  /**
+   * Parse the dataset_version from DatasetVersion resource.
+   *
+   * @param {string} datasetVersionName
+   *   A fully-qualified path representing DatasetVersion resource.
+   * @returns {string} A string representing the dataset_version.
+   */
+  matchDatasetVersionFromDatasetVersionName(datasetVersionName: string) {
+    return this.pathTemplates.datasetVersionPathTemplate.match(datasetVersionName).dataset_version;
+  }
+
+  /**
+   * Return a fully-qualified deploymentResourcePool resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} deployment_resource_pool
+   * @returns {string} Resource name string.
+   */
+  deploymentResourcePoolPath(project:string,location:string,deploymentResourcePool:string) {
+    return this.pathTemplates.deploymentResourcePoolPathTemplate.render({
+      project: project,
+      location: location,
+      deployment_resource_pool: deploymentResourcePool,
+    });
+  }
+
+  /**
+   * Parse the project from DeploymentResourcePool resource.
+   *
+   * @param {string} deploymentResourcePoolName
+   *   A fully-qualified path representing DeploymentResourcePool resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromDeploymentResourcePoolName(deploymentResourcePoolName: string) {
+    return this.pathTemplates.deploymentResourcePoolPathTemplate.match(deploymentResourcePoolName).project;
+  }
+
+  /**
+   * Parse the location from DeploymentResourcePool resource.
+   *
+   * @param {string} deploymentResourcePoolName
+   *   A fully-qualified path representing DeploymentResourcePool resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromDeploymentResourcePoolName(deploymentResourcePoolName: string) {
+    return this.pathTemplates.deploymentResourcePoolPathTemplate.match(deploymentResourcePoolName).location;
+  }
+
+  /**
+   * Parse the deployment_resource_pool from DeploymentResourcePool resource.
+   *
+   * @param {string} deploymentResourcePoolName
+   *   A fully-qualified path representing DeploymentResourcePool resource.
+   * @returns {string} A string representing the deployment_resource_pool.
+   */
+  matchDeploymentResourcePoolFromDeploymentResourcePoolName(deploymentResourcePoolName: string) {
+    return this.pathTemplates.deploymentResourcePoolPathTemplate.match(deploymentResourcePoolName).deployment_resource_pool;
+  }
+
+  /**
+   * Return a fully-qualified entityType resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} featurestore
+   * @param {string} entity_type
+   * @returns {string} Resource name string.
+   */
+  entityTypePath(project:string,location:string,featurestore:string,entityType:string) {
+    return this.pathTemplates.entityTypePathTemplate.render({
+      project: project,
+      location: location,
+      featurestore: featurestore,
+      entity_type: entityType,
+    });
+  }
+
+  /**
+   * Parse the project from EntityType resource.
+   *
+   * @param {string} entityTypeName
+   *   A fully-qualified path representing EntityType resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromEntityTypeName(entityTypeName: string) {
+    return this.pathTemplates.entityTypePathTemplate.match(entityTypeName).project;
+  }
+
+  /**
+   * Parse the location from EntityType resource.
+   *
+   * @param {string} entityTypeName
+   *   A fully-qualified path representing EntityType resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromEntityTypeName(entityTypeName: string) {
+    return this.pathTemplates.entityTypePathTemplate.match(entityTypeName).location;
+  }
+
+  /**
+   * Parse the featurestore from EntityType resource.
+   *
+   * @param {string} entityTypeName
+   *   A fully-qualified path representing EntityType resource.
+   * @returns {string} A string representing the featurestore.
+   */
+  matchFeaturestoreFromEntityTypeName(entityTypeName: string) {
+    return this.pathTemplates.entityTypePathTemplate.match(entityTypeName).featurestore;
+  }
+
+  /**
+   * Parse the entity_type from EntityType resource.
+   *
+   * @param {string} entityTypeName
+   *   A fully-qualified path representing EntityType resource.
+   * @returns {string} A string representing the entity_type.
+   */
+  matchEntityTypeFromEntityTypeName(entityTypeName: string) {
+    return this.pathTemplates.entityTypePathTemplate.match(entityTypeName).entity_type;
+  }
+
+  /**
+   * Return a fully-qualified execution resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} metadata_store
+   * @param {string} execution
+   * @returns {string} Resource name string.
+   */
+  executionPath(project:string,location:string,metadataStore:string,execution:string) {
+    return this.pathTemplates.executionPathTemplate.render({
+      project: project,
+      location: location,
+      metadata_store: metadataStore,
+      execution: execution,
+    });
+  }
+
+  /**
+   * Parse the project from Execution resource.
+   *
+   * @param {string} executionName
+   *   A fully-qualified path representing Execution resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromExecutionName(executionName: string) {
+    return this.pathTemplates.executionPathTemplate.match(executionName).project;
+  }
+
+  /**
+   * Parse the location from Execution resource.
+   *
+   * @param {string} executionName
+   *   A fully-qualified path representing Execution resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromExecutionName(executionName: string) {
+    return this.pathTemplates.executionPathTemplate.match(executionName).location;
+  }
+
+  /**
+   * Parse the metadata_store from Execution resource.
+   *
+   * @param {string} executionName
+   *   A fully-qualified path representing Execution resource.
+   * @returns {string} A string representing the metadata_store.
+   */
+  matchMetadataStoreFromExecutionName(executionName: string) {
+    return this.pathTemplates.executionPathTemplate.match(executionName).metadata_store;
+  }
+
+  /**
+   * Parse the execution from Execution resource.
+   *
+   * @param {string} executionName
+   *   A fully-qualified path representing Execution resource.
+   * @returns {string} A string representing the execution.
+   */
+  matchExecutionFromExecutionName(executionName: string) {
+    return this.pathTemplates.executionPathTemplate.match(executionName).execution;
+  }
+
+  /**
+   * Return a fully-qualified extension resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} extension
+   * @returns {string} Resource name string.
+   */
+  extensionPath(project:string,location:string,extension:string) {
+    return this.pathTemplates.extensionPathTemplate.render({
+      project: project,
+      location: location,
+      extension: extension,
+    });
+  }
+
+  /**
+   * Parse the project from Extension resource.
+   *
+   * @param {string} extensionName
+   *   A fully-qualified path representing Extension resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromExtensionName(extensionName: string) {
+    return this.pathTemplates.extensionPathTemplate.match(extensionName).project;
+  }
+
+  /**
+   * Parse the location from Extension resource.
+   *
+   * @param {string} extensionName
+   *   A fully-qualified path representing Extension resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromExtensionName(extensionName: string) {
+    return this.pathTemplates.extensionPathTemplate.match(extensionName).location;
+  }
+
+  /**
+   * Parse the extension from Extension resource.
+   *
+   * @param {string} extensionName
+   *   A fully-qualified path representing Extension resource.
+   * @returns {string} A string representing the extension.
+   */
+  matchExtensionFromExtensionName(extensionName: string) {
+    return this.pathTemplates.extensionPathTemplate.match(extensionName).extension;
+  }
+
+  /**
+   * Return a fully-qualified featureGroup resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} feature_group
+   * @returns {string} Resource name string.
+   */
+  featureGroupPath(project:string,location:string,featureGroup:string) {
+    return this.pathTemplates.featureGroupPathTemplate.render({
+      project: project,
+      location: location,
+      feature_group: featureGroup,
+    });
+  }
+
+  /**
+   * Parse the project from FeatureGroup resource.
+   *
+   * @param {string} featureGroupName
+   *   A fully-qualified path representing FeatureGroup resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromFeatureGroupName(featureGroupName: string) {
+    return this.pathTemplates.featureGroupPathTemplate.match(featureGroupName).project;
+  }
+
+  /**
+   * Parse the location from FeatureGroup resource.
+   *
+   * @param {string} featureGroupName
+   *   A fully-qualified path representing FeatureGroup resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromFeatureGroupName(featureGroupName: string) {
+    return this.pathTemplates.featureGroupPathTemplate.match(featureGroupName).location;
+  }
+
+  /**
+   * Parse the feature_group from FeatureGroup resource.
+   *
+   * @param {string} featureGroupName
+   *   A fully-qualified path representing FeatureGroup resource.
+   * @returns {string} A string representing the feature_group.
+   */
+  matchFeatureGroupFromFeatureGroupName(featureGroupName: string) {
+    return this.pathTemplates.featureGroupPathTemplate.match(featureGroupName).feature_group;
+  }
+
+  /**
+   * Return a fully-qualified featureOnlineStore resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} feature_online_store
+   * @returns {string} Resource name string.
+   */
+  featureOnlineStorePath(project:string,location:string,featureOnlineStore:string) {
+    return this.pathTemplates.featureOnlineStorePathTemplate.render({
+      project: project,
+      location: location,
+      feature_online_store: featureOnlineStore,
+    });
+  }
+
+  /**
+   * Parse the project from FeatureOnlineStore resource.
+   *
+   * @param {string} featureOnlineStoreName
+   *   A fully-qualified path representing FeatureOnlineStore resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromFeatureOnlineStoreName(featureOnlineStoreName: string) {
+    return this.pathTemplates.featureOnlineStorePathTemplate.match(featureOnlineStoreName).project;
+  }
+
+  /**
+   * Parse the location from FeatureOnlineStore resource.
+   *
+   * @param {string} featureOnlineStoreName
+   *   A fully-qualified path representing FeatureOnlineStore resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromFeatureOnlineStoreName(featureOnlineStoreName: string) {
+    return this.pathTemplates.featureOnlineStorePathTemplate.match(featureOnlineStoreName).location;
+  }
+
+  /**
+   * Parse the feature_online_store from FeatureOnlineStore resource.
+   *
+   * @param {string} featureOnlineStoreName
+   *   A fully-qualified path representing FeatureOnlineStore resource.
+   * @returns {string} A string representing the feature_online_store.
+   */
+  matchFeatureOnlineStoreFromFeatureOnlineStoreName(featureOnlineStoreName: string) {
+    return this.pathTemplates.featureOnlineStorePathTemplate.match(featureOnlineStoreName).feature_online_store;
+  }
+
+  /**
+   * Return a fully-qualified featureView resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} feature_online_store
+   * @param {string} feature_view
+   * @returns {string} Resource name string.
+   */
+  featureViewPath(project:string,location:string,featureOnlineStore:string,featureView:string) {
+    return this.pathTemplates.featureViewPathTemplate.render({
+      project: project,
+      location: location,
+      feature_online_store: featureOnlineStore,
+      feature_view: featureView,
+    });
+  }
+
+  /**
+   * Parse the project from FeatureView resource.
+   *
+   * @param {string} featureViewName
+   *   A fully-qualified path representing FeatureView resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromFeatureViewName(featureViewName: string) {
+    return this.pathTemplates.featureViewPathTemplate.match(featureViewName).project;
+  }
+
+  /**
+   * Parse the location from FeatureView resource.
+   *
+   * @param {string} featureViewName
+   *   A fully-qualified path representing FeatureView resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromFeatureViewName(featureViewName: string) {
+    return this.pathTemplates.featureViewPathTemplate.match(featureViewName).location;
+  }
+
+  /**
+   * Parse the feature_online_store from FeatureView resource.
+   *
+   * @param {string} featureViewName
+   *   A fully-qualified path representing FeatureView resource.
+   * @returns {string} A string representing the feature_online_store.
+   */
+  matchFeatureOnlineStoreFromFeatureViewName(featureViewName: string) {
+    return this.pathTemplates.featureViewPathTemplate.match(featureViewName).feature_online_store;
+  }
+
+  /**
+   * Parse the feature_view from FeatureView resource.
+   *
+   * @param {string} featureViewName
+   *   A fully-qualified path representing FeatureView resource.
+   * @returns {string} A string representing the feature_view.
+   */
+  matchFeatureViewFromFeatureViewName(featureViewName: string) {
+    return this.pathTemplates.featureViewPathTemplate.match(featureViewName).feature_view;
+  }
+
+  /**
+   * Return a fully-qualified featureViewSync resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} feature_online_store
+   * @param {string} feature_view
+   * @returns {string} Resource name string.
+   */
+  featureViewSyncPath(project:string,location:string,featureOnlineStore:string,featureView:string) {
+    return this.pathTemplates.featureViewSyncPathTemplate.render({
+      project: project,
+      location: location,
+      feature_online_store: featureOnlineStore,
+      feature_view: featureView,
+    });
+  }
+
+  /**
+   * Parse the project from FeatureViewSync resource.
+   *
+   * @param {string} featureViewSyncName
+   *   A fully-qualified path representing FeatureViewSync resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromFeatureViewSyncName(featureViewSyncName: string) {
+    return this.pathTemplates.featureViewSyncPathTemplate.match(featureViewSyncName).project;
+  }
+
+  /**
+   * Parse the location from FeatureViewSync resource.
+   *
+   * @param {string} featureViewSyncName
+   *   A fully-qualified path representing FeatureViewSync resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromFeatureViewSyncName(featureViewSyncName: string) {
+    return this.pathTemplates.featureViewSyncPathTemplate.match(featureViewSyncName).location;
+  }
+
+  /**
+   * Parse the feature_online_store from FeatureViewSync resource.
+   *
+   * @param {string} featureViewSyncName
+   *   A fully-qualified path representing FeatureViewSync resource.
+   * @returns {string} A string representing the feature_online_store.
+   */
+  matchFeatureOnlineStoreFromFeatureViewSyncName(featureViewSyncName: string) {
+    return this.pathTemplates.featureViewSyncPathTemplate.match(featureViewSyncName).feature_online_store;
+  }
+
+  /**
+   * Parse the feature_view from FeatureViewSync resource.
+   *
+   * @param {string} featureViewSyncName
+   *   A fully-qualified path representing FeatureViewSync resource.
+   * @returns {string} A string representing the feature_view.
+   */
+  matchFeatureViewFromFeatureViewSyncName(featureViewSyncName: string) {
+    return this.pathTemplates.featureViewSyncPathTemplate.match(featureViewSyncName).feature_view;
+  }
+
+  /**
+   * Return a fully-qualified featurestore resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} featurestore
+   * @returns {string} Resource name string.
+   */
+  featurestorePath(project:string,location:string,featurestore:string) {
+    return this.pathTemplates.featurestorePathTemplate.render({
+      project: project,
+      location: location,
+      featurestore: featurestore,
+    });
+  }
+
+  /**
+   * Parse the project from Featurestore resource.
+   *
+   * @param {string} featurestoreName
+   *   A fully-qualified path representing Featurestore resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromFeaturestoreName(featurestoreName: string) {
+    return this.pathTemplates.featurestorePathTemplate.match(featurestoreName).project;
+  }
+
+  /**
+   * Parse the location from Featurestore resource.
+   *
+   * @param {string} featurestoreName
+   *   A fully-qualified path representing Featurestore resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromFeaturestoreName(featurestoreName: string) {
+    return this.pathTemplates.featurestorePathTemplate.match(featurestoreName).location;
+  }
+
+  /**
+   * Parse the featurestore from Featurestore resource.
+   *
+   * @param {string} featurestoreName
+   *   A fully-qualified path representing Featurestore resource.
+   * @returns {string} A string representing the featurestore.
+   */
+  matchFeaturestoreFromFeaturestoreName(featurestoreName: string) {
+    return this.pathTemplates.featurestorePathTemplate.match(featurestoreName).featurestore;
+  }
+
+  /**
+   * Return a fully-qualified hyperparameterTuningJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} hyperparameter_tuning_job
+   * @returns {string} Resource name string.
+   */
+  hyperparameterTuningJobPath(project:string,location:string,hyperparameterTuningJob:string) {
+    return this.pathTemplates.hyperparameterTuningJobPathTemplate.render({
+      project: project,
+      location: location,
+      hyperparameter_tuning_job: hyperparameterTuningJob,
+    });
+  }
+
+  /**
+   * Parse the project from HyperparameterTuningJob resource.
+   *
+   * @param {string} hyperparameterTuningJobName
+   *   A fully-qualified path representing HyperparameterTuningJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromHyperparameterTuningJobName(hyperparameterTuningJobName: string) {
+    return this.pathTemplates.hyperparameterTuningJobPathTemplate.match(hyperparameterTuningJobName).project;
+  }
+
+  /**
+   * Parse the location from HyperparameterTuningJob resource.
+   *
+   * @param {string} hyperparameterTuningJobName
+   *   A fully-qualified path representing HyperparameterTuningJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromHyperparameterTuningJobName(hyperparameterTuningJobName: string) {
+    return this.pathTemplates.hyperparameterTuningJobPathTemplate.match(hyperparameterTuningJobName).location;
+  }
+
+  /**
+   * Parse the hyperparameter_tuning_job from HyperparameterTuningJob resource.
+   *
+   * @param {string} hyperparameterTuningJobName
+   *   A fully-qualified path representing HyperparameterTuningJob resource.
+   * @returns {string} A string representing the hyperparameter_tuning_job.
+   */
+  matchHyperparameterTuningJobFromHyperparameterTuningJobName(hyperparameterTuningJobName: string) {
+    return this.pathTemplates.hyperparameterTuningJobPathTemplate.match(hyperparameterTuningJobName).hyperparameter_tuning_job;
+  }
+
+  /**
+   * Return a fully-qualified index resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} index
+   * @returns {string} Resource name string.
+   */
+  indexPath(project:string,location:string,index:string) {
+    return this.pathTemplates.indexPathTemplate.render({
+      project: project,
+      location: location,
+      index: index,
+    });
+  }
+
+  /**
+   * Parse the project from Index resource.
+   *
+   * @param {string} indexName
+   *   A fully-qualified path representing Index resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromIndexName(indexName: string) {
+    return this.pathTemplates.indexPathTemplate.match(indexName).project;
+  }
+
+  /**
+   * Parse the location from Index resource.
+   *
+   * @param {string} indexName
+   *   A fully-qualified path representing Index resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromIndexName(indexName: string) {
+    return this.pathTemplates.indexPathTemplate.match(indexName).location;
+  }
+
+  /**
+   * Parse the index from Index resource.
+   *
+   * @param {string} indexName
+   *   A fully-qualified path representing Index resource.
+   * @returns {string} A string representing the index.
+   */
+  matchIndexFromIndexName(indexName: string) {
+    return this.pathTemplates.indexPathTemplate.match(indexName).index;
+  }
+
+  /**
+   * Return a fully-qualified indexEndpoint resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} index_endpoint
+   * @returns {string} Resource name string.
+   */
+  indexEndpointPath(project:string,location:string,indexEndpoint:string) {
+    return this.pathTemplates.indexEndpointPathTemplate.render({
+      project: project,
+      location: location,
+      index_endpoint: indexEndpoint,
+    });
+  }
+
+  /**
+   * Parse the project from IndexEndpoint resource.
+   *
+   * @param {string} indexEndpointName
+   *   A fully-qualified path representing IndexEndpoint resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromIndexEndpointName(indexEndpointName: string) {
+    return this.pathTemplates.indexEndpointPathTemplate.match(indexEndpointName).project;
+  }
+
+  /**
+   * Parse the location from IndexEndpoint resource.
+   *
+   * @param {string} indexEndpointName
+   *   A fully-qualified path representing IndexEndpoint resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromIndexEndpointName(indexEndpointName: string) {
+    return this.pathTemplates.indexEndpointPathTemplate.match(indexEndpointName).location;
+  }
+
+  /**
+   * Parse the index_endpoint from IndexEndpoint resource.
+   *
+   * @param {string} indexEndpointName
+   *   A fully-qualified path representing IndexEndpoint resource.
+   * @returns {string} A string representing the index_endpoint.
+   */
+  matchIndexEndpointFromIndexEndpointName(indexEndpointName: string) {
+    return this.pathTemplates.indexEndpointPathTemplate.match(indexEndpointName).index_endpoint;
+  }
+
+  /**
+   * Return a fully-qualified location resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @returns {string} Resource name string.
+   */
+  locationPath(project:string,location:string) {
+    return this.pathTemplates.locationPathTemplate.render({
+      project: project,
+      location: location,
+    });
+  }
+
+  /**
+   * Parse the project from Location resource.
+   *
+   * @param {string} locationName
+   *   A fully-qualified path representing Location resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromLocationName(locationName: string) {
+    return this.pathTemplates.locationPathTemplate.match(locationName).project;
+  }
+
+  /**
+   * Parse the location from Location resource.
+   *
+   * @param {string} locationName
+   *   A fully-qualified path representing Location resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromLocationName(locationName: string) {
+    return this.pathTemplates.locationPathTemplate.match(locationName).location;
+  }
+
+  /**
+   * Return a fully-qualified metadataSchema resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} metadata_store
+   * @param {string} metadata_schema
+   * @returns {string} Resource name string.
+   */
+  metadataSchemaPath(project:string,location:string,metadataStore:string,metadataSchema:string) {
+    return this.pathTemplates.metadataSchemaPathTemplate.render({
+      project: project,
+      location: location,
+      metadata_store: metadataStore,
+      metadata_schema: metadataSchema,
+    });
+  }
+
+  /**
+   * Parse the project from MetadataSchema resource.
+   *
+   * @param {string} metadataSchemaName
+   *   A fully-qualified path representing MetadataSchema resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromMetadataSchemaName(metadataSchemaName: string) {
+    return this.pathTemplates.metadataSchemaPathTemplate.match(metadataSchemaName).project;
+  }
+
+  /**
+   * Parse the location from MetadataSchema resource.
+   *
+   * @param {string} metadataSchemaName
+   *   A fully-qualified path representing MetadataSchema resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromMetadataSchemaName(metadataSchemaName: string) {
+    return this.pathTemplates.metadataSchemaPathTemplate.match(metadataSchemaName).location;
+  }
+
+  /**
+   * Parse the metadata_store from MetadataSchema resource.
+   *
+   * @param {string} metadataSchemaName
+   *   A fully-qualified path representing MetadataSchema resource.
+   * @returns {string} A string representing the metadata_store.
+   */
+  matchMetadataStoreFromMetadataSchemaName(metadataSchemaName: string) {
+    return this.pathTemplates.metadataSchemaPathTemplate.match(metadataSchemaName).metadata_store;
+  }
+
+  /**
+   * Parse the metadata_schema from MetadataSchema resource.
+   *
+   * @param {string} metadataSchemaName
+   *   A fully-qualified path representing MetadataSchema resource.
+   * @returns {string} A string representing the metadata_schema.
+   */
+  matchMetadataSchemaFromMetadataSchemaName(metadataSchemaName: string) {
+    return this.pathTemplates.metadataSchemaPathTemplate.match(metadataSchemaName).metadata_schema;
+  }
+
+  /**
+   * Return a fully-qualified metadataStore resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} metadata_store
+   * @returns {string} Resource name string.
+   */
+  metadataStorePath(project:string,location:string,metadataStore:string) {
+    return this.pathTemplates.metadataStorePathTemplate.render({
+      project: project,
+      location: location,
+      metadata_store: metadataStore,
+    });
+  }
+
+  /**
+   * Parse the project from MetadataStore resource.
+   *
+   * @param {string} metadataStoreName
+   *   A fully-qualified path representing MetadataStore resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromMetadataStoreName(metadataStoreName: string) {
+    return this.pathTemplates.metadataStorePathTemplate.match(metadataStoreName).project;
+  }
+
+  /**
+   * Parse the location from MetadataStore resource.
+   *
+   * @param {string} metadataStoreName
+   *   A fully-qualified path representing MetadataStore resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromMetadataStoreName(metadataStoreName: string) {
+    return this.pathTemplates.metadataStorePathTemplate.match(metadataStoreName).location;
+  }
+
+  /**
+   * Parse the metadata_store from MetadataStore resource.
+   *
+   * @param {string} metadataStoreName
+   *   A fully-qualified path representing MetadataStore resource.
+   * @returns {string} A string representing the metadata_store.
+   */
+  matchMetadataStoreFromMetadataStoreName(metadataStoreName: string) {
+    return this.pathTemplates.metadataStorePathTemplate.match(metadataStoreName).metadata_store;
+  }
+
+  /**
+   * Return a fully-qualified model resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} model
+   * @returns {string} Resource name string.
+   */
+  modelPath(project:string,location:string,model:string) {
+    return this.pathTemplates.modelPathTemplate.render({
+      project: project,
+      location: location,
+      model: model,
+    });
+  }
+
+  /**
+   * Parse the project from Model resource.
+   *
+   * @param {string} modelName
+   *   A fully-qualified path representing Model resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromModelName(modelName: string) {
+    return this.pathTemplates.modelPathTemplate.match(modelName).project;
+  }
+
+  /**
+   * Parse the location from Model resource.
+   *
+   * @param {string} modelName
+   *   A fully-qualified path representing Model resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromModelName(modelName: string) {
+    return this.pathTemplates.modelPathTemplate.match(modelName).location;
+  }
+
+  /**
+   * Parse the model from Model resource.
+   *
+   * @param {string} modelName
+   *   A fully-qualified path representing Model resource.
+   * @returns {string} A string representing the model.
+   */
+  matchModelFromModelName(modelName: string) {
+    return this.pathTemplates.modelPathTemplate.match(modelName).model;
+  }
+
+  /**
+   * Return a fully-qualified modelDeploymentMonitoringJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} model_deployment_monitoring_job
+   * @returns {string} Resource name string.
+   */
+  modelDeploymentMonitoringJobPath(project:string,location:string,modelDeploymentMonitoringJob:string) {
+    return this.pathTemplates.modelDeploymentMonitoringJobPathTemplate.render({
+      project: project,
+      location: location,
+      model_deployment_monitoring_job: modelDeploymentMonitoringJob,
+    });
+  }
+
+  /**
+   * Parse the project from ModelDeploymentMonitoringJob resource.
+   *
+   * @param {string} modelDeploymentMonitoringJobName
+   *   A fully-qualified path representing ModelDeploymentMonitoringJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName: string) {
+    return this.pathTemplates.modelDeploymentMonitoringJobPathTemplate.match(modelDeploymentMonitoringJobName).project;
+  }
+
+  /**
+   * Parse the location from ModelDeploymentMonitoringJob resource.
+   *
+   * @param {string} modelDeploymentMonitoringJobName
+   *   A fully-qualified path representing ModelDeploymentMonitoringJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName: string) {
+    return this.pathTemplates.modelDeploymentMonitoringJobPathTemplate.match(modelDeploymentMonitoringJobName).location;
+  }
+
+  /**
+   * Parse the model_deployment_monitoring_job from ModelDeploymentMonitoringJob resource.
+   *
+   * @param {string} modelDeploymentMonitoringJobName
+   *   A fully-qualified path representing ModelDeploymentMonitoringJob resource.
+   * @returns {string} A string representing the model_deployment_monitoring_job.
+   */
+  matchModelDeploymentMonitoringJobFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName: string) {
+    return this.pathTemplates.modelDeploymentMonitoringJobPathTemplate.match(modelDeploymentMonitoringJobName).model_deployment_monitoring_job;
+  }
+
+  /**
+   * Return a fully-qualified modelEvaluation resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} model
+   * @param {string} evaluation
+   * @returns {string} Resource name string.
+   */
+  modelEvaluationPath(project:string,location:string,model:string,evaluation:string) {
+    return this.pathTemplates.modelEvaluationPathTemplate.render({
+      project: project,
+      location: location,
+      model: model,
+      evaluation: evaluation,
+    });
+  }
+
+  /**
+   * Parse the project from ModelEvaluation resource.
+   *
+   * @param {string} modelEvaluationName
+   *   A fully-qualified path representing ModelEvaluation resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromModelEvaluationName(modelEvaluationName: string) {
+    return this.pathTemplates.modelEvaluationPathTemplate.match(modelEvaluationName).project;
+  }
+
+  /**
+   * Parse the location from ModelEvaluation resource.
+   *
+   * @param {string} modelEvaluationName
+   *   A fully-qualified path representing ModelEvaluation resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromModelEvaluationName(modelEvaluationName: string) {
+    return this.pathTemplates.modelEvaluationPathTemplate.match(modelEvaluationName).location;
+  }
+
+  /**
+   * Parse the model from ModelEvaluation resource.
+   *
+   * @param {string} modelEvaluationName
+   *   A fully-qualified path representing ModelEvaluation resource.
+   * @returns {string} A string representing the model.
+   */
+  matchModelFromModelEvaluationName(modelEvaluationName: string) {
+    return this.pathTemplates.modelEvaluationPathTemplate.match(modelEvaluationName).model;
+  }
+
+  /**
+   * Parse the evaluation from ModelEvaluation resource.
+   *
+   * @param {string} modelEvaluationName
+   *   A fully-qualified path representing ModelEvaluation resource.
+   * @returns {string} A string representing the evaluation.
+   */
+  matchEvaluationFromModelEvaluationName(modelEvaluationName: string) {
+    return this.pathTemplates.modelEvaluationPathTemplate.match(modelEvaluationName).evaluation;
+  }
+
+  /**
+   * Return a fully-qualified modelEvaluationSlice resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} model
+   * @param {string} evaluation
+   * @param {string} slice
+   * @returns {string} Resource name string.
+   */
+  modelEvaluationSlicePath(project:string,location:string,model:string,evaluation:string,slice:string) {
+    return this.pathTemplates.modelEvaluationSlicePathTemplate.render({
+      project: project,
+      location: location,
+      model: model,
+      evaluation: evaluation,
+      slice: slice,
+    });
+  }
+
+  /**
+   * Parse the project from ModelEvaluationSlice resource.
+   *
+   * @param {string} modelEvaluationSliceName
+   *   A fully-qualified path representing ModelEvaluationSlice resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromModelEvaluationSliceName(modelEvaluationSliceName: string) {
+    return this.pathTemplates.modelEvaluationSlicePathTemplate.match(modelEvaluationSliceName).project;
+  }
+
+  /**
+   * Parse the location from ModelEvaluationSlice resource.
+   *
+   * @param {string} modelEvaluationSliceName
+   *   A fully-qualified path representing ModelEvaluationSlice resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromModelEvaluationSliceName(modelEvaluationSliceName: string) {
+    return this.pathTemplates.modelEvaluationSlicePathTemplate.match(modelEvaluationSliceName).location;
+  }
+
+  /**
+   * Parse the model from ModelEvaluationSlice resource.
+   *
+   * @param {string} modelEvaluationSliceName
+   *   A fully-qualified path representing ModelEvaluationSlice resource.
+   * @returns {string} A string representing the model.
+   */
+  matchModelFromModelEvaluationSliceName(modelEvaluationSliceName: string) {
+    return this.pathTemplates.modelEvaluationSlicePathTemplate.match(modelEvaluationSliceName).model;
+  }
+
+  /**
+   * Parse the evaluation from ModelEvaluationSlice resource.
+   *
+   * @param {string} modelEvaluationSliceName
+   *   A fully-qualified path representing ModelEvaluationSlice resource.
+   * @returns {string} A string representing the evaluation.
+   */
+  matchEvaluationFromModelEvaluationSliceName(modelEvaluationSliceName: string) {
+    return this.pathTemplates.modelEvaluationSlicePathTemplate.match(modelEvaluationSliceName).evaluation;
+  }
+
+  /**
+   * Parse the slice from ModelEvaluationSlice resource.
+   *
+   * @param {string} modelEvaluationSliceName
+   *   A fully-qualified path representing ModelEvaluationSlice resource.
+   * @returns {string} A string representing the slice.
+   */
+  matchSliceFromModelEvaluationSliceName(modelEvaluationSliceName: string) {
+    return this.pathTemplates.modelEvaluationSlicePathTemplate.match(modelEvaluationSliceName).slice;
+  }
+
+  /**
+   * Return a fully-qualified modelMonitor resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} model_monitor
+   * @returns {string} Resource name string.
+   */
+  modelMonitorPath(project:string,location:string,modelMonitor:string) {
+    return this.pathTemplates.modelMonitorPathTemplate.render({
+      project: project,
+      location: location,
+      model_monitor: modelMonitor,
+    });
+  }
+
+  /**
+   * Parse the project from ModelMonitor resource.
+   *
+   * @param {string} modelMonitorName
+   *   A fully-qualified path representing ModelMonitor resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromModelMonitorName(modelMonitorName: string) {
+    return this.pathTemplates.modelMonitorPathTemplate.match(modelMonitorName).project;
+  }
+
+  /**
+   * Parse the location from ModelMonitor resource.
+   *
+   * @param {string} modelMonitorName
+   *   A fully-qualified path representing ModelMonitor resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromModelMonitorName(modelMonitorName: string) {
+    return this.pathTemplates.modelMonitorPathTemplate.match(modelMonitorName).location;
+  }
+
+  /**
+   * Parse the model_monitor from ModelMonitor resource.
+   *
+   * @param {string} modelMonitorName
+   *   A fully-qualified path representing ModelMonitor resource.
+   * @returns {string} A string representing the model_monitor.
+   */
+  matchModelMonitorFromModelMonitorName(modelMonitorName: string) {
+    return this.pathTemplates.modelMonitorPathTemplate.match(modelMonitorName).model_monitor;
+  }
+
+  /**
+   * Return a fully-qualified modelMonitoringJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} model_monitor
+   * @param {string} model_monitoring_job
+   * @returns {string} Resource name string.
+   */
+  modelMonitoringJobPath(project:string,location:string,modelMonitor:string,modelMonitoringJob:string) {
+    return this.pathTemplates.modelMonitoringJobPathTemplate.render({
+      project: project,
+      location: location,
+      model_monitor: modelMonitor,
+      model_monitoring_job: modelMonitoringJob,
+    });
+  }
+
+  /**
+   * Parse the project from ModelMonitoringJob resource.
+   *
+   * @param {string} modelMonitoringJobName
+   *   A fully-qualified path representing ModelMonitoringJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromModelMonitoringJobName(modelMonitoringJobName: string) {
+    return this.pathTemplates.modelMonitoringJobPathTemplate.match(modelMonitoringJobName).project;
+  }
+
+  /**
+   * Parse the location from ModelMonitoringJob resource.
+   *
+   * @param {string} modelMonitoringJobName
+   *   A fully-qualified path representing ModelMonitoringJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromModelMonitoringJobName(modelMonitoringJobName: string) {
+    return this.pathTemplates.modelMonitoringJobPathTemplate.match(modelMonitoringJobName).location;
+  }
+
+  /**
+   * Parse the model_monitor from ModelMonitoringJob resource.
+   *
+   * @param {string} modelMonitoringJobName
+   *   A fully-qualified path representing ModelMonitoringJob resource.
+   * @returns {string} A string representing the model_monitor.
+   */
+  matchModelMonitorFromModelMonitoringJobName(modelMonitoringJobName: string) {
+    return this.pathTemplates.modelMonitoringJobPathTemplate.match(modelMonitoringJobName).model_monitor;
+  }
+
+  /**
+   * Parse the model_monitoring_job from ModelMonitoringJob resource.
+   *
+   * @param {string} modelMonitoringJobName
+   *   A fully-qualified path representing ModelMonitoringJob resource.
+   * @returns {string} A string representing the model_monitoring_job.
+   */
+  matchModelMonitoringJobFromModelMonitoringJobName(modelMonitoringJobName: string) {
+    return this.pathTemplates.modelMonitoringJobPathTemplate.match(modelMonitoringJobName).model_monitoring_job;
+  }
+
+  /**
+   * Return a fully-qualified nasJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} nas_job
+   * @returns {string} Resource name string.
+   */
+  nasJobPath(project:string,location:string,nasJob:string) {
+    return this.pathTemplates.nasJobPathTemplate.render({
+      project: project,
+      location: location,
+      nas_job: nasJob,
+    });
+  }
+
+  /**
+   * Parse the project from NasJob resource.
+   *
+   * @param {string} nasJobName
+   *   A fully-qualified path representing NasJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromNasJobName(nasJobName: string) {
+    return this.pathTemplates.nasJobPathTemplate.match(nasJobName).project;
+  }
+
+  /**
+   * Parse the location from NasJob resource.
+   *
+   * @param {string} nasJobName
+   *   A fully-qualified path representing NasJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromNasJobName(nasJobName: string) {
+    return this.pathTemplates.nasJobPathTemplate.match(nasJobName).location;
+  }
+
+  /**
+   * Parse the nas_job from NasJob resource.
+   *
+   * @param {string} nasJobName
+   *   A fully-qualified path representing NasJob resource.
+   * @returns {string} A string representing the nas_job.
+   */
+  matchNasJobFromNasJobName(nasJobName: string) {
+    return this.pathTemplates.nasJobPathTemplate.match(nasJobName).nas_job;
+  }
+
+  /**
+   * Return a fully-qualified nasTrialDetail resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} nas_job
+   * @param {string} nas_trial_detail
+   * @returns {string} Resource name string.
+   */
+  nasTrialDetailPath(project:string,location:string,nasJob:string,nasTrialDetail:string) {
+    return this.pathTemplates.nasTrialDetailPathTemplate.render({
+      project: project,
+      location: location,
+      nas_job: nasJob,
+      nas_trial_detail: nasTrialDetail,
+    });
+  }
+
+  /**
+   * Parse the project from NasTrialDetail resource.
+   *
+   * @param {string} nasTrialDetailName
+   *   A fully-qualified path representing NasTrialDetail resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromNasTrialDetailName(nasTrialDetailName: string) {
+    return this.pathTemplates.nasTrialDetailPathTemplate.match(nasTrialDetailName).project;
+  }
+
+  /**
+   * Parse the location from NasTrialDetail resource.
+   *
+   * @param {string} nasTrialDetailName
+   *   A fully-qualified path representing NasTrialDetail resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromNasTrialDetailName(nasTrialDetailName: string) {
+    return this.pathTemplates.nasTrialDetailPathTemplate.match(nasTrialDetailName).location;
+  }
+
+  /**
+   * Parse the nas_job from NasTrialDetail resource.
+   *
+   * @param {string} nasTrialDetailName
+   *   A fully-qualified path representing NasTrialDetail resource.
+   * @returns {string} A string representing the nas_job.
+   */
+  matchNasJobFromNasTrialDetailName(nasTrialDetailName: string) {
+    return this.pathTemplates.nasTrialDetailPathTemplate.match(nasTrialDetailName).nas_job;
+  }
+
+  /**
+   * Parse the nas_trial_detail from NasTrialDetail resource.
+   *
+   * @param {string} nasTrialDetailName
+   *   A fully-qualified path representing NasTrialDetail resource.
+   * @returns {string} A string representing the nas_trial_detail.
+   */
+  matchNasTrialDetailFromNasTrialDetailName(nasTrialDetailName: string) {
+    return this.pathTemplates.nasTrialDetailPathTemplate.match(nasTrialDetailName).nas_trial_detail;
+  }
+
+  /**
+   * Return a fully-qualified notebookExecutionJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} notebook_execution_job
+   * @returns {string} Resource name string.
+   */
+  notebookExecutionJobPath(project:string,location:string,notebookExecutionJob:string) {
+    return this.pathTemplates.notebookExecutionJobPathTemplate.render({
+      project: project,
+      location: location,
+      notebook_execution_job: notebookExecutionJob,
+    });
+  }
+
+  /**
+   * Parse the project from NotebookExecutionJob resource.
+   *
+   * @param {string} notebookExecutionJobName
+   *   A fully-qualified path representing NotebookExecutionJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromNotebookExecutionJobName(notebookExecutionJobName: string) {
+    return this.pathTemplates.notebookExecutionJobPathTemplate.match(notebookExecutionJobName).project;
+  }
+
+  /**
+   * Parse the location from NotebookExecutionJob resource.
+   *
+   * @param {string} notebookExecutionJobName
+   *   A fully-qualified path representing NotebookExecutionJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromNotebookExecutionJobName(notebookExecutionJobName: string) {
+    return this.pathTemplates.notebookExecutionJobPathTemplate.match(notebookExecutionJobName).location;
+  }
+
+  /**
+   * Parse the notebook_execution_job from NotebookExecutionJob resource.
+   *
+   * @param {string} notebookExecutionJobName
+   *   A fully-qualified path representing NotebookExecutionJob resource.
+   * @returns {string} A string representing the notebook_execution_job.
+   */
+  matchNotebookExecutionJobFromNotebookExecutionJobName(notebookExecutionJobName: string) {
+    return this.pathTemplates.notebookExecutionJobPathTemplate.match(notebookExecutionJobName).notebook_execution_job;
+  }
+
+  /**
+   * Return a fully-qualified notebookRuntime resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} notebook_runtime
+   * @returns {string} Resource name string.
+   */
+  notebookRuntimePath(project:string,location:string,notebookRuntime:string) {
+    return this.pathTemplates.notebookRuntimePathTemplate.render({
+      project: project,
+      location: location,
+      notebook_runtime: notebookRuntime,
+    });
+  }
+
+  /**
+   * Parse the project from NotebookRuntime resource.
+   *
+   * @param {string} notebookRuntimeName
+   *   A fully-qualified path representing NotebookRuntime resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromNotebookRuntimeName(notebookRuntimeName: string) {
+    return this.pathTemplates.notebookRuntimePathTemplate.match(notebookRuntimeName).project;
+  }
+
+  /**
+   * Parse the location from NotebookRuntime resource.
+   *
+   * @param {string} notebookRuntimeName
+   *   A fully-qualified path representing NotebookRuntime resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromNotebookRuntimeName(notebookRuntimeName: string) {
+    return this.pathTemplates.notebookRuntimePathTemplate.match(notebookRuntimeName).location;
+  }
+
+  /**
+   * Parse the notebook_runtime from NotebookRuntime resource.
+   *
+   * @param {string} notebookRuntimeName
+   *   A fully-qualified path representing NotebookRuntime resource.
+   * @returns {string} A string representing the notebook_runtime.
+   */
+  matchNotebookRuntimeFromNotebookRuntimeName(notebookRuntimeName: string) {
+    return this.pathTemplates.notebookRuntimePathTemplate.match(notebookRuntimeName).notebook_runtime;
+  }
+
+  /**
+   * Return a fully-qualified notebookRuntimeTemplate resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} notebook_runtime_template
+   * @returns {string} Resource name string.
+   */
+  notebookRuntimeTemplatePath(project:string,location:string,notebookRuntimeTemplate:string) {
+    return this.pathTemplates.notebookRuntimeTemplatePathTemplate.render({
+      project: project,
+      location: location,
+      notebook_runtime_template: notebookRuntimeTemplate,
+    });
+  }
+
+  /**
+   * Parse the project from NotebookRuntimeTemplate resource.
+   *
+   * @param {string} notebookRuntimeTemplateName
+   *   A fully-qualified path representing NotebookRuntimeTemplate resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromNotebookRuntimeTemplateName(notebookRuntimeTemplateName: string) {
+    return this.pathTemplates.notebookRuntimeTemplatePathTemplate.match(notebookRuntimeTemplateName).project;
+  }
+
+  /**
+   * Parse the location from NotebookRuntimeTemplate resource.
+   *
+   * @param {string} notebookRuntimeTemplateName
+   *   A fully-qualified path representing NotebookRuntimeTemplate resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromNotebookRuntimeTemplateName(notebookRuntimeTemplateName: string) {
+    return this.pathTemplates.notebookRuntimeTemplatePathTemplate.match(notebookRuntimeTemplateName).location;
+  }
+
+  /**
+   * Parse the notebook_runtime_template from NotebookRuntimeTemplate resource.
+   *
+   * @param {string} notebookRuntimeTemplateName
+   *   A fully-qualified path representing NotebookRuntimeTemplate resource.
+   * @returns {string} A string representing the notebook_runtime_template.
+   */
+  matchNotebookRuntimeTemplateFromNotebookRuntimeTemplateName(notebookRuntimeTemplateName: string) {
+    return this.pathTemplates.notebookRuntimeTemplatePathTemplate.match(notebookRuntimeTemplateName).notebook_runtime_template;
+  }
+
+  /**
+   * Return a fully-qualified persistentResource resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} persistent_resource
+   * @returns {string} Resource name string.
+   */
+  persistentResourcePath(project:string,location:string,persistentResource:string) {
+    return this.pathTemplates.persistentResourcePathTemplate.render({
+      project: project,
+      location: location,
+      persistent_resource: persistentResource,
+    });
+  }
+
+  /**
+   * Parse the project from PersistentResource resource.
+   *
+   * @param {string} persistentResourceName
+   *   A fully-qualified path representing PersistentResource resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromPersistentResourceName(persistentResourceName: string) {
+    return this.pathTemplates.persistentResourcePathTemplate.match(persistentResourceName).project;
+  }
+
+  /**
+   * Parse the location from PersistentResource resource.
+   *
+   * @param {string} persistentResourceName
+   *   A fully-qualified path representing PersistentResource resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromPersistentResourceName(persistentResourceName: string) {
+    return this.pathTemplates.persistentResourcePathTemplate.match(persistentResourceName).location;
+  }
+
+  /**
+   * Parse the persistent_resource from PersistentResource resource.
+   *
+   * @param {string} persistentResourceName
+   *   A fully-qualified path representing PersistentResource resource.
+   * @returns {string} A string representing the persistent_resource.
+   */
+  matchPersistentResourceFromPersistentResourceName(persistentResourceName: string) {
+    return this.pathTemplates.persistentResourcePathTemplate.match(persistentResourceName).persistent_resource;
+  }
+
+  /**
+   * Return a fully-qualified pipelineJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} pipeline_job
+   * @returns {string} Resource name string.
+   */
+  pipelineJobPath(project:string,location:string,pipelineJob:string) {
+    return this.pathTemplates.pipelineJobPathTemplate.render({
+      project: project,
+      location: location,
+      pipeline_job: pipelineJob,
+    });
+  }
+
+  /**
+   * Parse the project from PipelineJob resource.
+   *
+   * @param {string} pipelineJobName
+   *   A fully-qualified path representing PipelineJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromPipelineJobName(pipelineJobName: string) {
+    return this.pathTemplates.pipelineJobPathTemplate.match(pipelineJobName).project;
+  }
+
+  /**
+   * Parse the location from PipelineJob resource.
+   *
+   * @param {string} pipelineJobName
+   *   A fully-qualified path representing PipelineJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromPipelineJobName(pipelineJobName: string) {
+    return this.pathTemplates.pipelineJobPathTemplate.match(pipelineJobName).location;
+  }
+
+  /**
+   * Parse the pipeline_job from PipelineJob resource.
+   *
+   * @param {string} pipelineJobName
+   *   A fully-qualified path representing PipelineJob resource.
+   * @returns {string} A string representing the pipeline_job.
+   */
+  matchPipelineJobFromPipelineJobName(pipelineJobName: string) {
+    return this.pathTemplates.pipelineJobPathTemplate.match(pipelineJobName).pipeline_job;
+  }
+
+  /**
+   * Return a fully-qualified project resource name string.
+   *
+   * @param {string} project
+   * @returns {string} Resource name string.
+   */
+  projectPath(project:string) {
+    return this.pathTemplates.projectPathTemplate.render({
+      project: project,
+    });
+  }
+
+  /**
+   * Parse the project from Project resource.
+   *
+   * @param {string} projectName
+   *   A fully-qualified path representing Project resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromProjectName(projectName: string) {
+    return this.pathTemplates.projectPathTemplate.match(projectName).project;
+  }
+
+  /**
+   * Return a fully-qualified projectLocationEndpoint resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} endpoint
+   * @returns {string} Resource name string.
+   */
+  projectLocationEndpointPath(project:string,location:string,endpoint:string) {
+    return this.pathTemplates.projectLocationEndpointPathTemplate.render({
+      project: project,
+      location: location,
+      endpoint: endpoint,
+    });
+  }
+
+  /**
+   * Parse the project from ProjectLocationEndpoint resource.
+   *
+   * @param {string} projectLocationEndpointName
+   *   A fully-qualified path representing project_location_endpoint resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromProjectLocationEndpointName(projectLocationEndpointName: string) {
+    return this.pathTemplates.projectLocationEndpointPathTemplate.match(projectLocationEndpointName).project;
+  }
+
+  /**
+   * Parse the location from ProjectLocationEndpoint resource.
+   *
+   * @param {string} projectLocationEndpointName
+   *   A fully-qualified path representing project_location_endpoint resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromProjectLocationEndpointName(projectLocationEndpointName: string) {
+    return this.pathTemplates.projectLocationEndpointPathTemplate.match(projectLocationEndpointName).location;
+  }
+
+  /**
+   * Parse the endpoint from ProjectLocationEndpoint resource.
+   *
+   * @param {string} projectLocationEndpointName
+   *   A fully-qualified path representing project_location_endpoint resource.
+   * @returns {string} A string representing the endpoint.
+   */
+  matchEndpointFromProjectLocationEndpointName(projectLocationEndpointName: string) {
+    return this.pathTemplates.projectLocationEndpointPathTemplate.match(projectLocationEndpointName).endpoint;
+  }
+
+  /**
+   * Return a fully-qualified projectLocationFeatureGroupFeature resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} feature_group
+   * @param {string} feature
+   * @returns {string} Resource name string.
+   */
+  projectLocationFeatureGroupFeaturePath(project:string,location:string,featureGroup:string,feature:string) {
+    return this.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.render({
+      project: project,
+      location: location,
+      feature_group: featureGroup,
+      feature: feature,
+    });
+  }
+
+  /**
+   * Parse the project from ProjectLocationFeatureGroupFeature resource.
+   *
+   * @param {string} projectLocationFeatureGroupFeatureName
+   *   A fully-qualified path representing project_location_feature_group_feature resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromProjectLocationFeatureGroupFeatureName(projectLocationFeatureGroupFeatureName: string) {
+    return this.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.match(projectLocationFeatureGroupFeatureName).project;
+  }
+
+  /**
+   * Parse the location from ProjectLocationFeatureGroupFeature resource.
+   *
+   * @param {string} projectLocationFeatureGroupFeatureName
+   *   A fully-qualified path representing project_location_feature_group_feature resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromProjectLocationFeatureGroupFeatureName(projectLocationFeatureGroupFeatureName: string) {
+    return this.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.match(projectLocationFeatureGroupFeatureName).location;
+  }
+
+  /**
+   * Parse the feature_group from ProjectLocationFeatureGroupFeature resource.
+   *
+   * @param {string} projectLocationFeatureGroupFeatureName
+   *   A fully-qualified path representing project_location_feature_group_feature resource.
+   * @returns {string} A string representing the feature_group.
+   */
+  matchFeatureGroupFromProjectLocationFeatureGroupFeatureName(projectLocationFeatureGroupFeatureName: string) {
+    return this.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.match(projectLocationFeatureGroupFeatureName).feature_group;
+  }
+
+  /**
+   * Parse the feature from ProjectLocationFeatureGroupFeature resource.
+   *
+   * @param {string} projectLocationFeatureGroupFeatureName
+   *   A fully-qualified path representing project_location_feature_group_feature resource.
+   * @returns {string} A string representing the feature.
+   */
+  matchFeatureFromProjectLocationFeatureGroupFeatureName(projectLocationFeatureGroupFeatureName: string) {
+    return this.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.match(projectLocationFeatureGroupFeatureName).feature;
+  }
+
+  /**
+   * Return a fully-qualified projectLocationFeaturestoreEntityTypeFeature resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} featurestore
+   * @param {string} entity_type
+   * @param {string} feature
+   * @returns {string} Resource name string.
+   */
+  projectLocationFeaturestoreEntityTypeFeaturePath(project:string,location:string,featurestore:string,entityType:string,feature:string) {
+    return this.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.render({
+      project: project,
+      location: location,
+      featurestore: featurestore,
+      entity_type: entityType,
+      feature: feature,
+    });
+  }
+
+  /**
+   * Parse the project from ProjectLocationFeaturestoreEntityTypeFeature resource.
+   *
+   * @param {string} projectLocationFeaturestoreEntityTypeFeatureName
+   *   A fully-qualified path representing project_location_featurestore_entity_type_feature resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromProjectLocationFeaturestoreEntityTypeFeatureName(projectLocationFeaturestoreEntityTypeFeatureName: string) {
+    return this.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match(projectLocationFeaturestoreEntityTypeFeatureName).project;
+  }
+
+  /**
+   * Parse the location from ProjectLocationFeaturestoreEntityTypeFeature resource.
+   *
+   * @param {string} projectLocationFeaturestoreEntityTypeFeatureName
+   *   A fully-qualified path representing project_location_featurestore_entity_type_feature resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromProjectLocationFeaturestoreEntityTypeFeatureName(projectLocationFeaturestoreEntityTypeFeatureName: string) {
+    return this.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match(projectLocationFeaturestoreEntityTypeFeatureName).location;
+  }
+
+  /**
+   * Parse the featurestore from ProjectLocationFeaturestoreEntityTypeFeature resource.
+   *
+   * @param {string} projectLocationFeaturestoreEntityTypeFeatureName
+   *   A fully-qualified path representing project_location_featurestore_entity_type_feature resource.
+   * @returns {string} A string representing the featurestore.
+   */
+  matchFeaturestoreFromProjectLocationFeaturestoreEntityTypeFeatureName(projectLocationFeaturestoreEntityTypeFeatureName: string) {
+    return this.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match(projectLocationFeaturestoreEntityTypeFeatureName).featurestore;
+  }
+
+  /**
+   * Parse the entity_type from ProjectLocationFeaturestoreEntityTypeFeature resource.
+   *
+   * @param {string} projectLocationFeaturestoreEntityTypeFeatureName
+   *   A fully-qualified path representing project_location_featurestore_entity_type_feature resource.
+   * @returns {string} A string representing the entity_type.
+   */
+  matchEntityTypeFromProjectLocationFeaturestoreEntityTypeFeatureName(projectLocationFeaturestoreEntityTypeFeatureName: string) {
+    return this.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match(projectLocationFeaturestoreEntityTypeFeatureName).entity_type;
+  }
+
+  /**
+   * Parse the feature from ProjectLocationFeaturestoreEntityTypeFeature resource.
+   *
+   * @param {string} projectLocationFeaturestoreEntityTypeFeatureName
+   *   A fully-qualified path representing project_location_featurestore_entity_type_feature resource.
+   * @returns {string} A string representing the feature.
+   */
+  matchFeatureFromProjectLocationFeaturestoreEntityTypeFeatureName(projectLocationFeaturestoreEntityTypeFeatureName: string) {
+    return this.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match(projectLocationFeaturestoreEntityTypeFeatureName).feature;
+  }
+
+  /**
+   * Return a fully-qualified projectLocationPublisherModel resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} publisher
+   * @param {string} model
+   * @returns {string} Resource name string.
+   */
+  projectLocationPublisherModelPath(project:string,location:string,publisher:string,model:string) {
+    return this.pathTemplates.projectLocationPublisherModelPathTemplate.render({
+      project: project,
+      location: location,
+      publisher: publisher,
+      model: model,
+    });
+  }
+
+  /**
+   * Parse the project from ProjectLocationPublisherModel resource.
+   *
+   * @param {string} projectLocationPublisherModelName
+   *   A fully-qualified path representing project_location_publisher_model resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string) {
+    return this.pathTemplates.projectLocationPublisherModelPathTemplate.match(projectLocationPublisherModelName).project;
+  }
+
+  /**
+   * Parse the location from ProjectLocationPublisherModel resource.
+   *
+   * @param {string} projectLocationPublisherModelName
+   *   A fully-qualified path representing project_location_publisher_model resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string) {
+    return this.pathTemplates.projectLocationPublisherModelPathTemplate.match(projectLocationPublisherModelName).location;
+  }
+
+  /**
+   * Parse the publisher from ProjectLocationPublisherModel resource.
+   *
+   * @param {string} projectLocationPublisherModelName
+   *   A fully-qualified path representing project_location_publisher_model resource.
+   * @returns {string} A string representing the publisher.
+   */
+  matchPublisherFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string) {
+    return this.pathTemplates.projectLocationPublisherModelPathTemplate.match(projectLocationPublisherModelName).publisher;
+  }
+
+  /**
+   * Parse the model from ProjectLocationPublisherModel resource.
+   *
+   * @param {string} projectLocationPublisherModelName
+   *   A fully-qualified path representing project_location_publisher_model resource.
+   * @returns {string} A string representing the model.
+   */
+  matchModelFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string) {
+    return this.pathTemplates.projectLocationPublisherModelPathTemplate.match(projectLocationPublisherModelName).model;
+  }
+
+  /**
+   * Return a fully-qualified publisherModel resource name string.
+   *
+   * @param {string} publisher
+   * @param {string} model
+   * @returns {string} Resource name string.
+   */
+  publisherModelPath(publisher:string,model:string) {
+    return this.pathTemplates.publisherModelPathTemplate.render({
+      publisher: publisher,
+      model: model,
+    });
+  }
+
+  /**
+   * Parse the publisher from PublisherModel resource.
+   *
+   * @param {string} publisherModelName
+   *   A fully-qualified path representing PublisherModel resource.
+   * @returns {string} A string representing the publisher.
+   */
+  matchPublisherFromPublisherModelName(publisherModelName: string) {
+    return this.pathTemplates.publisherModelPathTemplate.match(publisherModelName).publisher;
+  }
+
+  /**
+   * Parse the model from PublisherModel resource.
+   *
+   * @param {string} publisherModelName
+   *   A fully-qualified path representing PublisherModel resource.
+   * @returns {string} A string representing the model.
+   */
+  matchModelFromPublisherModelName(publisherModelName: string) {
+    return this.pathTemplates.publisherModelPathTemplate.match(publisherModelName).model;
+  }
+
+  /**
+   * Return a fully-qualified ragCorpus resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} rag_corpus
+   * @returns {string} Resource name string.
+   */
+  ragCorpusPath(project:string,location:string,ragCorpus:string) {
+    return this.pathTemplates.ragCorpusPathTemplate.render({
+      project: project,
+      location: location,
+      rag_corpus: ragCorpus,
+    });
+  }
+
+  /**
+   * Parse the project from RagCorpus resource.
+   *
+   * @param {string} ragCorpusName
+   *   A fully-qualified path representing RagCorpus resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromRagCorpusName(ragCorpusName: string) {
+    return this.pathTemplates.ragCorpusPathTemplate.match(ragCorpusName).project;
+  }
+
+  /**
+   * Parse the location from RagCorpus resource.
+   *
+   * @param {string} ragCorpusName
+   *   A fully-qualified path representing RagCorpus resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromRagCorpusName(ragCorpusName: string) {
+    return this.pathTemplates.ragCorpusPathTemplate.match(ragCorpusName).location;
+  }
+
+  /**
+   * Parse the rag_corpus from RagCorpus resource.
+   *
+   * @param {string} ragCorpusName
+   *   A fully-qualified path representing RagCorpus resource.
+   * @returns {string} A string representing the rag_corpus.
+   */
+  matchRagCorpusFromRagCorpusName(ragCorpusName: string) {
+    return this.pathTemplates.ragCorpusPathTemplate.match(ragCorpusName).rag_corpus;
+  }
+
+  /**
+   * Return a fully-qualified ragFile resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} rag_corpus
+   * @param {string} rag_file
+   * @returns {string} Resource name string.
+   */
+  ragFilePath(project:string,location:string,ragCorpus:string,ragFile:string) {
+    return this.pathTemplates.ragFilePathTemplate.render({
+      project: project,
+      location: location,
+      rag_corpus: ragCorpus,
+      rag_file: ragFile,
+    });
+  }
+
+  /**
+   * Parse the project from RagFile resource.
+   *
+   * @param {string} ragFileName
+   *   A fully-qualified path representing RagFile resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromRagFileName(ragFileName: string) {
+    return this.pathTemplates.ragFilePathTemplate.match(ragFileName).project;
+  }
+
+  /**
+   * Parse the location from RagFile resource.
+   *
+   * @param {string} ragFileName
+   *   A fully-qualified path representing RagFile resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromRagFileName(ragFileName: string) {
+    return this.pathTemplates.ragFilePathTemplate.match(ragFileName).location;
+  }
+
+  /**
+   * Parse the rag_corpus from RagFile resource.
+   *
+   * @param {string} ragFileName
+   *   A fully-qualified path representing RagFile resource.
+   * @returns {string} A string representing the rag_corpus.
+   */
+  matchRagCorpusFromRagFileName(ragFileName: string) {
+    return this.pathTemplates.ragFilePathTemplate.match(ragFileName).rag_corpus;
+  }
+
+  /**
+   * Parse the rag_file from RagFile resource.
+   *
+   * @param {string} ragFileName
+   *   A fully-qualified path representing RagFile resource.
+   * @returns {string} A string representing the rag_file.
+   */
+  matchRagFileFromRagFileName(ragFileName: string) {
+    return this.pathTemplates.ragFilePathTemplate.match(ragFileName).rag_file;
+  }
+
+  /**
+   * Return a fully-qualified reasoningEngine resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} reasoning_engine
+   * @returns {string} Resource name string.
+   */
+  reasoningEnginePath(project:string,location:string,reasoningEngine:string) {
+    return this.pathTemplates.reasoningEnginePathTemplate.render({
+      project: project,
+      location: location,
+      reasoning_engine: reasoningEngine,
+    });
+  }
+
+  /**
+   * Parse the project from ReasoningEngine resource.
+   *
+   * @param {string} reasoningEngineName
+   *   A fully-qualified path representing ReasoningEngine resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromReasoningEngineName(reasoningEngineName: string) {
+    return this.pathTemplates.reasoningEnginePathTemplate.match(reasoningEngineName).project;
+  }
+
+  /**
+   * Parse the location from ReasoningEngine resource.
+   *
+   * @param {string} reasoningEngineName
+   *   A fully-qualified path representing ReasoningEngine resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromReasoningEngineName(reasoningEngineName: string) {
+    return this.pathTemplates.reasoningEnginePathTemplate.match(reasoningEngineName).location;
+  }
+
+  /**
+   * Parse the reasoning_engine from ReasoningEngine resource.
+   *
+   * @param {string} reasoningEngineName
+   *   A fully-qualified path representing ReasoningEngine resource.
+   * @returns {string} A string representing the reasoning_engine.
+   */
+  matchReasoningEngineFromReasoningEngineName(reasoningEngineName: string) {
+    return this.pathTemplates.reasoningEnginePathTemplate.match(reasoningEngineName).reasoning_engine;
+  }
+
+  /**
+   * Return a fully-qualified savedQuery resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} dataset
+   * @param {string} saved_query
+   * @returns {string} Resource name string.
+   */
+  savedQueryPath(project:string,location:string,dataset:string,savedQuery:string) {
+    return this.pathTemplates.savedQueryPathTemplate.render({
+      project: project,
+      location: location,
+      dataset: dataset,
+      saved_query: savedQuery,
+    });
+  }
+
+  /**
+   * Parse the project from SavedQuery resource.
+   *
+   * @param {string} savedQueryName
+   *   A fully-qualified path representing SavedQuery resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromSavedQueryName(savedQueryName: string) {
+    return this.pathTemplates.savedQueryPathTemplate.match(savedQueryName).project;
+  }
+
+  /**
+   * Parse the location from SavedQuery resource.
+   *
+   * @param {string} savedQueryName
+   *   A fully-qualified path representing SavedQuery resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromSavedQueryName(savedQueryName: string) {
+    return this.pathTemplates.savedQueryPathTemplate.match(savedQueryName).location;
+  }
+
+  /**
+   * Parse the dataset from SavedQuery resource.
+   *
+   * @param {string} savedQueryName
+   *   A fully-qualified path representing SavedQuery resource.
+   * @returns {string} A string representing the dataset.
+   */
+  matchDatasetFromSavedQueryName(savedQueryName: string) {
+    return this.pathTemplates.savedQueryPathTemplate.match(savedQueryName).dataset;
+  }
+
+  /**
+   * Parse the saved_query from SavedQuery resource.
+   *
+   * @param {string} savedQueryName
+   *   A fully-qualified path representing SavedQuery resource.
+   * @returns {string} A string representing the saved_query.
+   */
+  matchSavedQueryFromSavedQueryName(savedQueryName: string) {
+    return this.pathTemplates.savedQueryPathTemplate.match(savedQueryName).saved_query;
+  }
+
+  /**
+   * Return a fully-qualified schedule resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} schedule
+   * @returns {string} Resource name string.
+   */
+  schedulePath(project:string,location:string,schedule:string) {
+    return this.pathTemplates.schedulePathTemplate.render({
+      project: project,
+      location: location,
+      schedule: schedule,
+    });
+  }
+
+  /**
+   * Parse the project from Schedule resource.
+   *
+   * @param {string} scheduleName
+   *   A fully-qualified path representing Schedule resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromScheduleName(scheduleName: string) {
+    return this.pathTemplates.schedulePathTemplate.match(scheduleName).project;
+  }
+
+  /**
+   * Parse the location from Schedule resource.
+   *
+   * @param {string} scheduleName
+   *   A fully-qualified path representing Schedule resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromScheduleName(scheduleName: string) {
+    return this.pathTemplates.schedulePathTemplate.match(scheduleName).location;
+  }
+
+  /**
+   * Parse the schedule from Schedule resource.
+   *
+   * @param {string} scheduleName
+   *   A fully-qualified path representing Schedule resource.
+   * @returns {string} A string representing the schedule.
+   */
+  matchScheduleFromScheduleName(scheduleName: string) {
+    return this.pathTemplates.schedulePathTemplate.match(scheduleName).schedule;
+  }
+
+  /**
+   * Return a fully-qualified specialistPool resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} specialist_pool
+   * @returns {string} Resource name string.
+   */
+  specialistPoolPath(project:string,location:string,specialistPool:string) {
+    return this.pathTemplates.specialistPoolPathTemplate.render({
+      project: project,
+      location: location,
+      specialist_pool: specialistPool,
+    });
+  }
+
+  /**
+   * Parse the project from SpecialistPool resource.
+   *
+   * @param {string} specialistPoolName
+   *   A fully-qualified path representing SpecialistPool resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromSpecialistPoolName(specialistPoolName: string) {
+    return this.pathTemplates.specialistPoolPathTemplate.match(specialistPoolName).project;
+  }
+
+  /**
+   * Parse the location from SpecialistPool resource.
+   *
+   * @param {string} specialistPoolName
+   *   A fully-qualified path representing SpecialistPool resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromSpecialistPoolName(specialistPoolName: string) {
+    return this.pathTemplates.specialistPoolPathTemplate.match(specialistPoolName).location;
+  }
+
+  /**
+   * Parse the specialist_pool from SpecialistPool resource.
+   *
+   * @param {string} specialistPoolName
+   *   A fully-qualified path representing SpecialistPool resource.
+   * @returns {string} A string representing the specialist_pool.
+   */
+  matchSpecialistPoolFromSpecialistPoolName(specialistPoolName: string) {
+    return this.pathTemplates.specialistPoolPathTemplate.match(specialistPoolName).specialist_pool;
+  }
+
+  /**
+   * Return a fully-qualified study resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} study
+   * @returns {string} Resource name string.
+   */
+  studyPath(project:string,location:string,study:string) {
+    return this.pathTemplates.studyPathTemplate.render({
+      project: project,
+      location: location,
+      study: study,
+    });
+  }
+
+  /**
+   * Parse the project from Study resource.
+   *
+   * @param {string} studyName
+   *   A fully-qualified path representing Study resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromStudyName(studyName: string) {
+    return this.pathTemplates.studyPathTemplate.match(studyName).project;
+  }
+
+  /**
+   * Parse the location from Study resource.
+   *
+   * @param {string} studyName
+   *   A fully-qualified path representing Study resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromStudyName(studyName: string) {
+    return this.pathTemplates.studyPathTemplate.match(studyName).location;
+  }
+
+  /**
+   * Parse the study from Study resource.
+   *
+   * @param {string} studyName
+   *   A fully-qualified path representing Study resource.
+   * @returns {string} A string representing the study.
+   */
+  matchStudyFromStudyName(studyName: string) {
+    return this.pathTemplates.studyPathTemplate.match(studyName).study;
+  }
+
+  /**
+   * Return a fully-qualified tensorboard resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} tensorboard
+   * @returns {string} Resource name string.
+   */
+  tensorboardPath(project:string,location:string,tensorboard:string) {
+    return this.pathTemplates.tensorboardPathTemplate.render({
+      project: project,
+      location: location,
+      tensorboard: tensorboard,
+    });
+  }
+
+  /**
+   * Parse the project from Tensorboard resource.
+   *
+   * @param {string} tensorboardName
+   *   A fully-qualified path representing Tensorboard resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromTensorboardName(tensorboardName: string) {
+    return this.pathTemplates.tensorboardPathTemplate.match(tensorboardName).project;
+  }
+
+  /**
+   * Parse the location from Tensorboard resource.
+   *
+   * @param {string} tensorboardName
+   *   A fully-qualified path representing Tensorboard resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromTensorboardName(tensorboardName: string) {
+    return this.pathTemplates.tensorboardPathTemplate.match(tensorboardName).location;
+  }
+
+  /**
+   * Parse the tensorboard from Tensorboard resource.
+   *
+   * @param {string} tensorboardName
+   *   A fully-qualified path representing Tensorboard resource.
+   * @returns {string} A string representing the tensorboard.
+   */
+  matchTensorboardFromTensorboardName(tensorboardName: string) {
+    return this.pathTemplates.tensorboardPathTemplate.match(tensorboardName).tensorboard;
+  }
+
+  /**
+   * Return a fully-qualified tensorboardExperiment resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} tensorboard
+   * @param {string} experiment
+   * @returns {string} Resource name string.
+   */
+  tensorboardExperimentPath(project:string,location:string,tensorboard:string,experiment:string) {
+    return this.pathTemplates.tensorboardExperimentPathTemplate.render({
+      project: project,
+      location: location,
+      tensorboard: tensorboard,
+      experiment: experiment,
+    });
+  }
+
+  /**
+   * Parse the project from TensorboardExperiment resource.
+   *
+   * @param {string} tensorboardExperimentName
+   *   A fully-qualified path representing TensorboardExperiment resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromTensorboardExperimentName(tensorboardExperimentName: string) {
+    return this.pathTemplates.tensorboardExperimentPathTemplate.match(tensorboardExperimentName).project;
+  }
+
+  /**
+   * Parse the location from TensorboardExperiment resource.
+   *
+   * @param {string} tensorboardExperimentName
+   *   A fully-qualified path representing TensorboardExperiment resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromTensorboardExperimentName(tensorboardExperimentName: string) {
+    return this.pathTemplates.tensorboardExperimentPathTemplate.match(tensorboardExperimentName).location;
+  }
+
+  /**
+   * Parse the tensorboard from TensorboardExperiment resource.
+   *
+   * @param {string} tensorboardExperimentName
+   *   A fully-qualified path representing TensorboardExperiment resource.
+   * @returns {string} A string representing the tensorboard.
+   */
+  matchTensorboardFromTensorboardExperimentName(tensorboardExperimentName: string) {
+    return this.pathTemplates.tensorboardExperimentPathTemplate.match(tensorboardExperimentName).tensorboard;
+  }
+
+  /**
+   * Parse the experiment from TensorboardExperiment resource.
+   *
+   * @param {string} tensorboardExperimentName
+   *   A fully-qualified path representing TensorboardExperiment resource.
+   * @returns {string} A string representing the experiment.
+   */
+  matchExperimentFromTensorboardExperimentName(tensorboardExperimentName: string) {
+    return this.pathTemplates.tensorboardExperimentPathTemplate.match(tensorboardExperimentName).experiment;
+  }
+
+  /**
+   * Return a fully-qualified tensorboardRun resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} tensorboard
+   * @param {string} experiment
+   * @param {string} run
+   * @returns {string} Resource name string.
+   */
+  tensorboardRunPath(project:string,location:string,tensorboard:string,experiment:string,run:string) {
+    return this.pathTemplates.tensorboardRunPathTemplate.render({
+      project: project,
+      location: location,
+      tensorboard: tensorboard,
+      experiment: experiment,
+      run: run,
+    });
+  }
+
+  /**
+   * Parse the project from TensorboardRun resource.
+   *
+   * @param {string} tensorboardRunName
+   *   A fully-qualified path representing TensorboardRun resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromTensorboardRunName(tensorboardRunName: string) {
+    return this.pathTemplates.tensorboardRunPathTemplate.match(tensorboardRunName).project;
+  }
+
+  /**
+   * Parse the location from TensorboardRun resource.
+   *
+   * @param {string} tensorboardRunName
+   *   A fully-qualified path representing TensorboardRun resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromTensorboardRunName(tensorboardRunName: string) {
+    return this.pathTemplates.tensorboardRunPathTemplate.match(tensorboardRunName).location;
+  }
+
+  /**
+   * Parse the tensorboard from TensorboardRun resource.
+   *
+   * @param {string} tensorboardRunName
+   *   A fully-qualified path representing TensorboardRun resource.
+   * @returns {string} A string representing the tensorboard.
+   */
+  matchTensorboardFromTensorboardRunName(tensorboardRunName: string) {
+    return this.pathTemplates.tensorboardRunPathTemplate.match(tensorboardRunName).tensorboard;
+  }
+
+  /**
+   * Parse the experiment from TensorboardRun resource.
+   *
+   * @param {string} tensorboardRunName
+   *   A fully-qualified path representing TensorboardRun resource.
+   * @returns {string} A string representing the experiment.
+   */
+  matchExperimentFromTensorboardRunName(tensorboardRunName: string) {
+    return this.pathTemplates.tensorboardRunPathTemplate.match(tensorboardRunName).experiment;
+  }
+
+  /**
+   * Parse the run from TensorboardRun resource.
+   *
+   * @param {string} tensorboardRunName
+   *   A fully-qualified path representing TensorboardRun resource.
+   * @returns {string} A string representing the run.
+   */
+  matchRunFromTensorboardRunName(tensorboardRunName: string) {
+    return this.pathTemplates.tensorboardRunPathTemplate.match(tensorboardRunName).run;
+  }
+
+  /**
+   * Return a fully-qualified tensorboardTimeSeries resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} tensorboard
+   * @param {string} experiment
+   * @param {string} run
+   * @param {string} time_series
+   * @returns {string} Resource name string.
+   */
+  tensorboardTimeSeriesPath(project:string,location:string,tensorboard:string,experiment:string,run:string,timeSeries:string) {
+    return this.pathTemplates.tensorboardTimeSeriesPathTemplate.render({
+      project: project,
+      location: location,
+      tensorboard: tensorboard,
+      experiment: experiment,
+      run: run,
+      time_series: timeSeries,
+    });
+  }
+
+  /**
+   * Parse the project from TensorboardTimeSeries resource.
+   *
+   * @param {string} tensorboardTimeSeriesName
+   *   A fully-qualified path representing TensorboardTimeSeries resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string) {
+    return this.pathTemplates.tensorboardTimeSeriesPathTemplate.match(tensorboardTimeSeriesName).project;
+  }
+
+  /**
+   * Parse the location from TensorboardTimeSeries resource.
+   *
+   * @param {string} tensorboardTimeSeriesName
+   *   A fully-qualified path representing TensorboardTimeSeries resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string) {
+    return this.pathTemplates.tensorboardTimeSeriesPathTemplate.match(tensorboardTimeSeriesName).location;
+  }
+
+  /**
+   * Parse the tensorboard from TensorboardTimeSeries resource.
+   *
+   * @param {string} tensorboardTimeSeriesName
+   *   A fully-qualified path representing TensorboardTimeSeries resource.
+   * @returns {string} A string representing the tensorboard.
+   */
+  matchTensorboardFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string) {
+    return this.pathTemplates.tensorboardTimeSeriesPathTemplate.match(tensorboardTimeSeriesName).tensorboard;
+  }
+
+  /**
+   * Parse the experiment from TensorboardTimeSeries resource.
+   *
+   * @param {string} tensorboardTimeSeriesName
+   *   A fully-qualified path representing TensorboardTimeSeries resource.
+   * @returns {string} A string representing the experiment.
+   */
+  matchExperimentFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string) {
+    return this.pathTemplates.tensorboardTimeSeriesPathTemplate.match(tensorboardTimeSeriesName).experiment;
+  }
+
+  /**
+   * Parse the run from TensorboardTimeSeries resource.
+   *
+   * @param {string} tensorboardTimeSeriesName
+   *   A fully-qualified path representing TensorboardTimeSeries resource.
+   * @returns {string} A string representing the run.
+   */
+  matchRunFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string) {
+    return this.pathTemplates.tensorboardTimeSeriesPathTemplate.match(tensorboardTimeSeriesName).run;
+  }
+
+  /**
+   * Parse the time_series from TensorboardTimeSeries resource.
+   *
+   * @param {string} tensorboardTimeSeriesName
+   *   A fully-qualified path representing TensorboardTimeSeries resource.
+   * @returns {string} A string representing the time_series.
+   */
+  matchTimeSeriesFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string) {
+    return this.pathTemplates.tensorboardTimeSeriesPathTemplate.match(tensorboardTimeSeriesName).time_series;
+  }
+
+  /**
+   * Return a fully-qualified trainingPipeline resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} training_pipeline
+   * @returns {string} Resource name string.
+   */
+  trainingPipelinePath(project:string,location:string,trainingPipeline:string) {
+    return this.pathTemplates.trainingPipelinePathTemplate.render({
+      project: project,
+      location: location,
+      training_pipeline: trainingPipeline,
+    });
+  }
+
+  /**
+   * Parse the project from TrainingPipeline resource.
+   *
+   * @param {string} trainingPipelineName
+   *   A fully-qualified path representing TrainingPipeline resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromTrainingPipelineName(trainingPipelineName: string) {
+    return this.pathTemplates.trainingPipelinePathTemplate.match(trainingPipelineName).project;
+  }
+
+  /**
+   * Parse the location from TrainingPipeline resource.
+   *
+   * @param {string} trainingPipelineName
+   *   A fully-qualified path representing TrainingPipeline resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromTrainingPipelineName(trainingPipelineName: string) {
+    return this.pathTemplates.trainingPipelinePathTemplate.match(trainingPipelineName).location;
+  }
+
+  /**
+   * Parse the training_pipeline from TrainingPipeline resource.
+   *
+   * @param {string} trainingPipelineName
+   *   A fully-qualified path representing TrainingPipeline resource.
+   * @returns {string} A string representing the training_pipeline.
+   */
+  matchTrainingPipelineFromTrainingPipelineName(trainingPipelineName: string) {
+    return this.pathTemplates.trainingPipelinePathTemplate.match(trainingPipelineName).training_pipeline;
+  }
+
+  /**
+   * Return a fully-qualified trial resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} study
+   * @param {string} trial
+   * @returns {string} Resource name string.
+   */
+  trialPath(project:string,location:string,study:string,trial:string) {
+    return this.pathTemplates.trialPathTemplate.render({
+      project: project,
+      location: location,
+      study: study,
+      trial: trial,
+    });
+  }
+
+  /**
+   * Parse the project from Trial resource.
+   *
+   * @param {string} trialName
+   *   A fully-qualified path representing Trial resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromTrialName(trialName: string) {
+    return this.pathTemplates.trialPathTemplate.match(trialName).project;
+  }
+
+  /**
+   * Parse the location from Trial resource.
+   *
+   * @param {string} trialName
+   *   A fully-qualified path representing Trial resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromTrialName(trialName: string) {
+    return this.pathTemplates.trialPathTemplate.match(trialName).location;
+  }
+
+  /**
+   * Parse the study from Trial resource.
+   *
+   * @param {string} trialName
+   *   A fully-qualified path representing Trial resource.
+   * @returns {string} A string representing the study.
+   */
+  matchStudyFromTrialName(trialName: string) {
+    return this.pathTemplates.trialPathTemplate.match(trialName).study;
+  }
+
+  /**
+   * Parse the trial from Trial resource.
+   *
+   * @param {string} trialName
+   *   A fully-qualified path representing Trial resource.
+   * @returns {string} A string representing the trial.
+   */
+  matchTrialFromTrialName(trialName: string) {
+    return this.pathTemplates.trialPathTemplate.match(trialName).trial;
+  }
+
+  /**
+   * Return a fully-qualified tuningJob resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} tuning_job
+   * @returns {string} Resource name string.
+   */
+  tuningJobPath(project:string,location:string,tuningJob:string) {
+    return this.pathTemplates.tuningJobPathTemplate.render({
+      project: project,
+      location: location,
+      tuning_job: tuningJob,
+    });
+  }
+
+  /**
+   * Parse the project from TuningJob resource.
+   *
+   * @param {string} tuningJobName
+   *   A fully-qualified path representing TuningJob resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromTuningJobName(tuningJobName: string) {
+    return this.pathTemplates.tuningJobPathTemplate.match(tuningJobName).project;
+  }
+
+  /**
+   * Parse the location from TuningJob resource.
+   *
+   * @param {string} tuningJobName
+   *   A fully-qualified path representing TuningJob resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromTuningJobName(tuningJobName: string) {
+    return this.pathTemplates.tuningJobPathTemplate.match(tuningJobName).location;
+  }
+
+  /**
+   * Parse the tuning_job from TuningJob resource.
+   *
+   * @param {string} tuningJobName
+   *   A fully-qualified path representing TuningJob resource.
+   * @returns {string} A string representing the tuning_job.
+   */
+  matchTuningJobFromTuningJobName(tuningJobName: string) {
+    return this.pathTemplates.tuningJobPathTemplate.match(tuningJobName).tuning_job;
+  }
+
+  /**
+   * Terminate the gRPC channel and close the client.
+   *
+   * The client will no longer be usable and all future behavior is undefined.
+   * @returns {Promise} A promise that resolves when the client is closed.
+   */
+  close(): Promise<void> {
+    if (this.genAiCacheServiceStub && !this._terminated) {
+      return this.genAiCacheServiceStub.then(stub => {
+        this._terminated = true;
+        stub.close();
+        this.iamClient.close();
+        this.locationsClient.close();
+      });
+    }
+    return Promise.resolve();
+  }
+}
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_cache_service_client_config.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_cache_service_client_config.json
new file mode 100644
index 00000000000..d17f9d7f693
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_cache_service_client_config.json
@@ -0,0 +1,46 @@
+{
+  "interfaces": {
+    "google.cloud.aiplatform.v1beta1.GenAiCacheService": {
+      "retry_codes": {
+        "non_idempotent": [],
+        "idempotent": [
+          "DEADLINE_EXCEEDED",
+          "UNAVAILABLE"
+        ]
+      },
+      "retry_params": {
+        "default": {
+          "initial_retry_delay_millis": 100,
+          "retry_delay_multiplier": 1.3,
+          "max_retry_delay_millis": 60000,
+          "initial_rpc_timeout_millis": 60000,
+          "rpc_timeout_multiplier": 1,
+          "max_rpc_timeout_millis": 60000,
+          "total_timeout_millis": 600000
+        }
+      },
+      "methods": {
+        "CreateCachedContent": {
+          "retry_codes_name": "non_idempotent",
+          "retry_params_name": "default"
+        },
+        "GetCachedContent": {
+          "retry_codes_name": "non_idempotent",
+          "retry_params_name": "default"
+        },
+        "UpdateCachedContent": {
+          "retry_codes_name": "non_idempotent",
+          "retry_params_name": "default"
+        },
+        "DeleteCachedContent": {
+          "retry_codes_name": "non_idempotent",
+          "retry_params_name": "default"
+        },
+        "ListCachedContents": {
+          "retry_codes_name": "non_idempotent",
+          "retry_params_name": "default"
+        }
+      }
+    }
+  }
+}
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_cache_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_cache_service_proto_list.json
new file mode 100644
index 00000000000..f1650a53594
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_cache_service_proto_list.json
@@ -0,0 +1,170 @@
+[
+  "../../protos/google/cloud/aiplatform/v1beta1/accelerator_type.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/annotation.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/custom_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/data_item.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/data_labeling_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/dataset.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/dataset_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/dataset_version.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/deployed_index_ref.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/deployed_model_ref.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/deployment_resource_pool.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/deployment_resource_pool_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/encryption_spec.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/endpoint.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/endpoint_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/entity_type.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/env_var.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/evaluated_annotation.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/evaluation_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/event.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/execution.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/explanation.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/explanation_metadata.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/extension.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/extension_execution_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/extension_registry_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature_group.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature_monitoring_stats.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature_online_store.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature_online_store_admin_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature_online_store_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature_registry_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature_selector.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature_view.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/feature_view_sync.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/featurestore.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/index_endpoint.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/index_endpoint_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/index_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/io.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/job_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/job_state.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/lineage_subgraph.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/llm_utility_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/machine_resources.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/manual_batch_tuning_parameters.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/match_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/metadata_schema.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/metadata_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/metadata_store.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/migratable_resource.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/migration_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_deployment_monitoring_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_evaluation.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_evaluation_slice.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_garden_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_monitor.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_monitoring.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_monitoring_alert.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_monitoring_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_monitoring_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_monitoring_spec.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_monitoring_stats.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/model_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/nas_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/network_spec.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/notebook_euc_config.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/notebook_execution_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/notebook_idle_shutdown_config.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/notebook_runtime.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/notebook_runtime_template_ref.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/notebook_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/openapi.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/operation.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/persistent_resource.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/persistent_resource_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/pipeline_failure_policy.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/pipeline_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/pipeline_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/pipeline_state.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/prediction_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/publisher_model.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/reasoning_engine.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/reasoning_engine_execution_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/reasoning_engine_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/saved_query.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schedule.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schedule_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/annotation_payload.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/annotation_spec_color.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/data_item_payload.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/dataset_metadata.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/geometry.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/instance/image_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/instance/image_object_detection.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/instance/image_segmentation.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/instance/text_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/instance/text_extraction.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/instance/text_sentiment.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/instance/video_action_recognition.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/instance/video_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/instance/video_object_tracking.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/params/image_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/params/image_object_detection.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/params/image_segmentation.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/params/video_action_recognition.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/params/video_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/params/video_object_tracking.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/image_object_detection.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/image_segmentation.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/tabular_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/tabular_regression.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/text_extraction.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/text_sentiment.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/time_series_forecasting.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/video_action_recognition.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/video_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/predict/prediction/video_object_tracking.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_image_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_image_object_detection.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_image_segmentation.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_tables.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_text_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_text_extraction.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_text_sentiment.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_time_series_forecasting.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_video_action_recognition.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_video_classification.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/automl_video_object_tracking.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/export_evaluated_data_items_config.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/service_networking.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/specialist_pool.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/specialist_pool_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/study.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/tensorboard.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/tensorboard_data.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/tensorboard_experiment.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/tensorboard_run.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/tensorboard_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/tensorboard_time_series.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/tool.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/vertex_rag_data.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/vertex_rag_data_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/vertex_rag_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/vizier_service.proto"
+]
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_tuning_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_tuning_service_client.ts
index 0b92f0fde75..98e9af1d53d 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_tuning_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_tuning_service_client.ts
@@ -192,6 +192,9 @@ export class GenAiTuningServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1388,6 +1391,55 @@ export class GenAiTuningServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_tuning_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_tuning_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_tuning_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/gen_ai_tuning_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index.ts
index dd0c05cb5f5..f1236b94097 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index.ts
@@ -27,6 +27,7 @@ export {FeatureOnlineStoreServiceClient} from './feature_online_store_service_cl
 export {FeatureRegistryServiceClient} from './feature_registry_service_client';
 export {FeaturestoreOnlineServingServiceClient} from './featurestore_online_serving_service_client';
 export {FeaturestoreServiceClient} from './featurestore_service_client';
+export {GenAiCacheServiceClient} from './gen_ai_cache_service_client';
 export {GenAiTuningServiceClient} from './gen_ai_tuning_service_client';
 export {IndexEndpointServiceClient} from './index_endpoint_service_client';
 export {IndexServiceClient} from './index_service_client';
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_endpoint_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_endpoint_service_client.ts
index d085ff3b685..e845390526e 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_endpoint_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_endpoint_service_client.ts
@@ -193,6 +193,9 @@ export class IndexEndpointServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -377,11 +380,11 @@ export class IndexEndpointServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: 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'/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -2084,6 +2087,55 @@ export class IndexEndpointServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_endpoint_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_endpoint_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_endpoint_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_endpoint_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_service_client.ts
index f1abbfe5c93..03b28f64282 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_service_client.ts
@@ -193,6 +193,9 @@ export class IndexServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -377,11 +380,11 @@ export class IndexServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: 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'/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',}],
+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -1911,6 +1914,55 @@ export class IndexServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/index_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/job_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/job_service_client.ts
index a8c0c25b9d3..911215f056a 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/job_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/job_service_client.ts
@@ -193,6 +193,9 @@ export class JobServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -391,11 +394,11 @@ export class JobServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: 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'/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -5378,6 +5381,55 @@ export class JobServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/job_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/job_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/job_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/job_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/llm_utility_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/llm_utility_service_client.ts
index 78ba0fa79df..ec97aa531cf 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/llm_utility_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/llm_utility_service_client.ts
@@ -192,6 +192,9 @@ export class LlmUtilityServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1039,6 +1042,55 @@ export class LlmUtilityServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/llm_utility_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/llm_utility_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/llm_utility_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/llm_utility_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/match_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/match_service_client.ts
index 4f51cc2b41b..9aaaeae03ea 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/match_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/match_service_client.ts
@@ -193,6 +193,9 @@ export class MatchServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1128,6 +1131,55 @@ export class MatchServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/match_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/match_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/match_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/match_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/metadata_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/metadata_service_client.ts
index c6912aece63..e094004af7e 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/metadata_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/metadata_service_client.ts
@@ -193,6 +193,9 @@ export class MetadataServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -388,11 +391,11 @@ export class MetadataServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: 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'/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -4904,6 +4907,55 @@ export class MetadataServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/metadata_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/metadata_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/metadata_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/metadata_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/migration_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/migration_service_client.ts
index 2f88457d9df..6f98989d880 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/migration_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/migration_service_client.ts
@@ -194,6 +194,9 @@ export class MigrationServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -378,11 +381,11 @@ export class MigrationServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: 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'/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -1510,6 +1513,55 @@ export class MigrationServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/migration_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/migration_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/migration_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/migration_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_garden_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_garden_service_client.ts
index 1fc5ff58fd3..147d6be26db 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_garden_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_garden_service_client.ts
@@ -192,6 +192,9 @@ export class ModelGardenServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1271,6 +1274,55 @@ export class ModelGardenServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_garden_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_garden_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_garden_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_garden_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_monitoring_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_monitoring_service_client.ts
index 9c7554090e6..09e143fc5f8 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_monitoring_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_monitoring_service_client.ts
@@ -194,6 +194,9 @@ export class ModelMonitoringServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -384,11 +387,11 @@ export class ModelMonitoringServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: 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'/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -2613,6 +2616,55 @@ export class ModelMonitoringServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_monitoring_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_monitoring_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_monitoring_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_monitoring_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_service_client.ts
index c8f37fdbb63..44257cc3494 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_service_client.ts
@@ -193,6 +193,9 @@ export class ModelServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -383,11 +386,11 @@ export class ModelServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: 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'/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',}],
+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -3378,6 +3381,55 @@ export class ModelServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/model_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_client.ts
index 2112faa4a23..aa8f1cc69d0 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_client.ts
@@ -193,6 +193,9 @@ export class NotebookServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -381,11 +384,11 @@ export class NotebookServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: 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'/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -413,6 +416,10 @@ export class NotebookServiceClient {
       '.google.cloud.aiplatform.v1beta1.StartNotebookRuntimeResponse') as gax.protobuf.Type;
     const startNotebookRuntimeMetadata = protoFilesRoot.lookup(
       '.google.cloud.aiplatform.v1beta1.StartNotebookRuntimeOperationMetadata') as gax.protobuf.Type;
+    const createNotebookExecutionJobResponse = protoFilesRoot.lookup(
+      '.google.cloud.aiplatform.v1beta1.NotebookExecutionJob') as gax.protobuf.Type;
+    const createNotebookExecutionJobMetadata = protoFilesRoot.lookup(
+      '.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata') as gax.protobuf.Type;
     const deleteNotebookExecutionJobResponse = protoFilesRoot.lookup(
       '.google.protobuf.Empty') as gax.protobuf.Type;
     const deleteNotebookExecutionJobMetadata = protoFilesRoot.lookup(
@@ -443,6 +450,10 @@ export class NotebookServiceClient {
         this.operationsClient,
         startNotebookRuntimeResponse.decode.bind(startNotebookRuntimeResponse),
         startNotebookRuntimeMetadata.decode.bind(startNotebookRuntimeMetadata)),
+      createNotebookExecutionJob: new this._gaxModule.LongrunningDescriptor(
+        this.operationsClient,
+        createNotebookExecutionJobResponse.decode.bind(createNotebookExecutionJobResponse),
+        createNotebookExecutionJobMetadata.decode.bind(createNotebookExecutionJobMetadata)),
       deleteNotebookExecutionJob: new this._gaxModule.LongrunningDescriptor(
         this.operationsClient,
         deleteNotebookExecutionJobResponse.decode.bind(deleteNotebookExecutionJobResponse),
@@ -492,7 +503,7 @@ export class NotebookServiceClient {
     // Iterate over each of the methods that the service provides
     // and create an API call method for each.
     const notebookServiceStubMethods =
-        ['createNotebookRuntimeTemplate', 'getNotebookRuntimeTemplate', 'listNotebookRuntimeTemplates', 'deleteNotebookRuntimeTemplate', 'assignNotebookRuntime', 'getNotebookRuntime', 'listNotebookRuntimes', 'deleteNotebookRuntime', 'upgradeNotebookRuntime', 'startNotebookRuntime', 'getNotebookExecutionJob', 'listNotebookExecutionJobs', 'deleteNotebookExecutionJob'];
+        ['createNotebookRuntimeTemplate', 'getNotebookRuntimeTemplate', 'listNotebookRuntimeTemplates', 'deleteNotebookRuntimeTemplate', 'updateNotebookRuntimeTemplate', 'assignNotebookRuntime', 'getNotebookRuntime', 'listNotebookRuntimes', 'deleteNotebookRuntime', 'upgradeNotebookRuntime', 'startNotebookRuntime', 'createNotebookExecutionJob', 'getNotebookExecutionJob', 'listNotebookExecutionJobs', 'deleteNotebookExecutionJob'];
     for (const methodName of notebookServiceStubMethods) {
       const callPromise = this.notebookServiceStub.then(
         stub => (...args: Array<{}>) => {
@@ -668,6 +679,83 @@ export class NotebookServiceClient {
     this.initialize();
     return this.innerApiCalls.getNotebookRuntimeTemplate(request, options, callback);
   }
+/**
+ * Updates a NotebookRuntimeTemplate.
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate} request.notebookRuntimeTemplate
+ *   Required. The NotebookRuntimeTemplate to update.
+ * @param {google.protobuf.FieldMask} request.updateMask
+ *   Required. The update mask applies to the resource.
+ *   For the `FieldMask` definition, see
+ *   {@link protos.google.protobuf.FieldMask|google.protobuf.FieldMask}. Input format:
+ *   `{paths: "${updated_filed}"}` Updatable fields:
+ *
+ *     * `encryption_spec.kms_key_name`
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing {@link protos.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate|NotebookRuntimeTemplate}.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/notebook_service.update_notebook_runtime_template.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_NotebookService_UpdateNotebookRuntimeTemplate_async
+ */
+  updateNotebookRuntimeTemplate(
+      request?: protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest,
+      options?: CallOptions):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate,
+        protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest|undefined, {}|undefined
+      ]>;
+  updateNotebookRuntimeTemplate(
+      request: protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest,
+      options: CallOptions,
+      callback: Callback<
+          protos.google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate,
+          protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest|null|undefined,
+          {}|null|undefined>): void;
+  updateNotebookRuntimeTemplate(
+      request: protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest,
+      callback: Callback<
+          protos.google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate,
+          protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest|null|undefined,
+          {}|null|undefined>): void;
+  updateNotebookRuntimeTemplate(
+      request?: protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest,
+      optionsOrCallback?: CallOptions|Callback<
+          protos.google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate,
+          protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest|null|undefined,
+          {}|null|undefined>,
+      callback?: Callback<
+          protos.google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate,
+          protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest|null|undefined,
+          {}|null|undefined>):
+      Promise<[
+        protos.google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate,
+        protos.google.cloud.aiplatform.v1beta1.IUpdateNotebookRuntimeTemplateRequest|undefined, {}|undefined
+      ]>|void {
+    request = request || {};
+    let options: CallOptions;
+    if (typeof optionsOrCallback === 'function' && callback === undefined) {
+      callback = optionsOrCallback;
+      options = {};
+    }
+    else {
+      options = optionsOrCallback as CallOptions;
+    }
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'notebook_runtime_template.name': request.notebookRuntimeTemplate!.name ?? '',
+    });
+    this.initialize();
+    return this.innerApiCalls.updateNotebookRuntimeTemplate(request, options, callback);
+  }
 /**
  * Gets a NotebookRuntime.
  *
@@ -1374,6 +1462,100 @@ export class NotebookServiceClient {
     const decodeOperation = new this._gaxModule.Operation(operation, this.descriptors.longrunning.startNotebookRuntime, this._gaxModule.createDefaultBackoffSettings());
     return decodeOperation as LROperation<protos.google.cloud.aiplatform.v1beta1.StartNotebookRuntimeResponse, protos.google.cloud.aiplatform.v1beta1.StartNotebookRuntimeOperationMetadata>;
   }
+/**
+ * Creates a NotebookExecutionJob.
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.parent
+ *   Required. The resource name of the Location to create the
+ *   NotebookExecutionJob. Format: `projects/{project}/locations/{location}`
+ * @param {google.cloud.aiplatform.v1beta1.NotebookExecutionJob} request.notebookExecutionJob
+ *   Required. The NotebookExecutionJob to create.
+ * @param {string} [request.notebookExecutionJobId]
+ *   Optional. User specified ID for the NotebookExecutionJob.
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing
+ *   a long running operation. Its `promise()` method returns a promise
+ *   you can `await` for.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#long-running-operations | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/notebook_service.create_notebook_execution_job.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_NotebookService_CreateNotebookExecutionJob_async
+ */
+  createNotebookExecutionJob(
+      request?: protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobRequest,
+      options?: CallOptions):
+      Promise<[
+        LROperation<protos.google.cloud.aiplatform.v1beta1.INotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata>,
+        protos.google.longrunning.IOperation|undefined, {}|undefined
+      ]>;
+  createNotebookExecutionJob(
+      request: protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobRequest,
+      options: CallOptions,
+      callback: Callback<
+          LROperation<protos.google.cloud.aiplatform.v1beta1.INotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata>,
+          protos.google.longrunning.IOperation|null|undefined,
+          {}|null|undefined>): void;
+  createNotebookExecutionJob(
+      request: protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobRequest,
+      callback: Callback<
+          LROperation<protos.google.cloud.aiplatform.v1beta1.INotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata>,
+          protos.google.longrunning.IOperation|null|undefined,
+          {}|null|undefined>): void;
+  createNotebookExecutionJob(
+      request?: protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobRequest,
+      optionsOrCallback?: CallOptions|Callback<
+          LROperation<protos.google.cloud.aiplatform.v1beta1.INotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata>,
+          protos.google.longrunning.IOperation|null|undefined,
+          {}|null|undefined>,
+      callback?: Callback<
+          LROperation<protos.google.cloud.aiplatform.v1beta1.INotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata>,
+          protos.google.longrunning.IOperation|null|undefined,
+          {}|null|undefined>):
+      Promise<[
+        LROperation<protos.google.cloud.aiplatform.v1beta1.INotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata>,
+        protos.google.longrunning.IOperation|undefined, {}|undefined
+      ]>|void {
+    request = request || {};
+    let options: CallOptions;
+    if (typeof optionsOrCallback === 'function' && callback === undefined) {
+      callback = optionsOrCallback;
+      options = {};
+    }
+    else {
+      options = optionsOrCallback as CallOptions;
+    }
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'parent': request.parent ?? '',
+    });
+    this.initialize();
+    return this.innerApiCalls.createNotebookExecutionJob(request, options, callback);
+  }
+/**
+ * Check the status of the long running operation returned by `createNotebookExecutionJob()`.
+ * @param {String} name
+ *   The operation name that will be passed.
+ * @returns {Promise} - The promise which resolves to an object.
+ *   The decoded operation object has result and metadata field to get information from.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#long-running-operations | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/notebook_service.create_notebook_execution_job.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_NotebookService_CreateNotebookExecutionJob_async
+ */
+  async checkCreateNotebookExecutionJobProgress(name: string): Promise<LROperation<protos.google.cloud.aiplatform.v1beta1.NotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata>>{
+    const request = new this._gaxModule.operationsProtos.google.longrunning.GetOperationRequest({name});
+    const [operation] = await this.operationsClient.getOperation(request);
+    const decodeOperation = new this._gaxModule.Operation(operation, this.descriptors.longrunning.createNotebookExecutionJob, this._gaxModule.createDefaultBackoffSettings());
+    return decodeOperation as LROperation<protos.google.cloud.aiplatform.v1beta1.NotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobOperationMetadata>;
+  }
 /**
  * Deletes a NotebookExecutionJob.
  *
@@ -2988,6 +3170,55 @@ export class NotebookServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_client_config.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_client_config.json
index 173c41a5690..bdda31de4ff 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_client_config.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_client_config.json
@@ -36,6 +36,10 @@
           "retry_codes_name": "non_idempotent",
           "retry_params_name": "default"
         },
+        "UpdateNotebookRuntimeTemplate": {
+          "retry_codes_name": "non_idempotent",
+          "retry_params_name": "default"
+        },
         "AssignNotebookRuntime": {
           "retry_codes_name": "non_idempotent",
           "retry_params_name": "default"
@@ -60,6 +64,10 @@
           "retry_codes_name": "non_idempotent",
           "retry_params_name": "default"
         },
+        "CreateNotebookExecutionJob": {
+          "retry_codes_name": "non_idempotent",
+          "retry_params_name": "default"
+        },
         "GetNotebookExecutionJob": {
           "retry_codes_name": "non_idempotent",
           "retry_params_name": "default"
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/notebook_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/persistent_resource_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/persistent_resource_service_client.ts
index 94e720a3b3e..f9d8c607eb7 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/persistent_resource_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/persistent_resource_service_client.ts
@@ -193,6 +193,9 @@ export class PersistentResourceServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -377,11 +380,11 @@ export class PersistentResourceServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: 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+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -1842,6 +1845,55 @@ export class PersistentResourceServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/persistent_resource_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/persistent_resource_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/persistent_resource_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/persistent_resource_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/pipeline_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/pipeline_service_client.ts
index 266a9e87c48..341d9f26264 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/pipeline_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/pipeline_service_client.ts
@@ -195,6 +195,9 @@ export class PipelineServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -384,11 +387,11 @@ export class PipelineServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
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+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -2664,6 +2667,55 @@ export class PipelineServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/pipeline_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/pipeline_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/pipeline_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/pipeline_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_client.ts
index f236a8aa3fb..c7a08b7bafa 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_client.ts
@@ -192,6 +192,9 @@ export class PredictionServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -358,7 +361,8 @@ export class PredictionServiceClient {
       streamingPredict: new this._gaxModule.StreamDescriptor(this._gaxModule.StreamType.BIDI_STREAMING, !!opts.fallback, !!opts.gaxServerStreamingRetries),
       serverStreamingPredict: new this._gaxModule.StreamDescriptor(this._gaxModule.StreamType.SERVER_STREAMING, !!opts.fallback, !!opts.gaxServerStreamingRetries),
       streamingRawPredict: new this._gaxModule.StreamDescriptor(this._gaxModule.StreamType.BIDI_STREAMING, !!opts.fallback, !!opts.gaxServerStreamingRetries),
-      streamGenerateContent: new this._gaxModule.StreamDescriptor(this._gaxModule.StreamType.SERVER_STREAMING, !!opts.fallback, !!opts.gaxServerStreamingRetries)
+      streamGenerateContent: new this._gaxModule.StreamDescriptor(this._gaxModule.StreamType.SERVER_STREAMING, !!opts.fallback, !!opts.gaxServerStreamingRetries),
+      chatCompletions: new this._gaxModule.StreamDescriptor(this._gaxModule.StreamType.SERVER_STREAMING, !!opts.fallback, !!opts.gaxServerStreamingRetries)
     };
 
     // Put together the default options sent with requests.
@@ -404,7 +408,7 @@ export class PredictionServiceClient {
     // Iterate over each of the methods that the service provides
     // and create an API call method for each.
     const predictionServiceStubMethods =
-        ['predict', 'rawPredict', 'directPredict', 'directRawPredict', 'streamDirectPredict', 'streamDirectRawPredict', 'streamingPredict', 'serverStreamingPredict', 'streamingRawPredict', 'explain', 'countTokens', 'generateContent', 'streamGenerateContent'];
+        ['predict', 'rawPredict', 'directPredict', 'directRawPredict', 'streamDirectPredict', 'streamDirectRawPredict', 'streamingPredict', 'serverStreamingPredict', 'streamingRawPredict', 'explain', 'countTokens', 'generateContent', 'streamGenerateContent', 'chatCompletions'];
     for (const methodName of predictionServiceStubMethods) {
       const callPromise = this.predictionServiceStub.then(
         stub => (...args: Array<{}>) => {
@@ -492,7 +496,8 @@ export class PredictionServiceClient {
    */
   static get scopes() {
     return [
-      'https://www.googleapis.com/auth/cloud-platform'
+      'https://www.googleapis.com/auth/cloud-platform',
+      'https://www.googleapis.com/auth/cloud-platform.read-only'
     ];
   }
 
@@ -1081,6 +1086,12 @@ export class PredictionServiceClient {
  *   Optional. The user provided system instructions for the model.
  *   Note: only text should be used in parts and content in each part will be in
  *   a separate paragraph.
+ * @param {string} [request.cachedContent]
+ *   Optional. The name of the cached content used as context to serve the
+ *   prediction. Note: only used in explicit caching, where users can have
+ *   control over caching (e.g. what content to cache) and enjoy guaranteed cost
+ *   savings. Format:
+ *   `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
  * @param {number[]} [request.tools]
  *   Optional. A list of `Tools` the model may use to generate the next
  *   response.
@@ -1306,6 +1317,12 @@ export class PredictionServiceClient {
  *   Optional. The user provided system instructions for the model.
  *   Note: only text should be used in parts and content in each part will be in
  *   a separate paragraph.
+ * @param {string} [request.cachedContent]
+ *   Optional. The name of the cached content used as context to serve the
+ *   prediction. Note: only used in explicit caching, where users can have
+ *   control over caching (e.g. what content to cache) and enjoy guaranteed cost
+ *   savings. Format:
+ *   `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
  * @param {number[]} [request.tools]
  *   Optional. A list of `Tools` the model may use to generate the next
  *   response.
@@ -1347,6 +1364,44 @@ export class PredictionServiceClient {
     return this.innerApiCalls.streamGenerateContent(request, options);
   }
 
+/**
+ * Exposes an OpenAI-compatible endpoint for chat completions.
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {string} request.endpoint
+ *   Required. The name of the Endpoint requested to serve the prediction.
+ *   Format:
+ *   `projects/{project}/locations/{location}/endpoints/openapi`
+ * @param {google.api.HttpBody} [request.httpBody]
+ *   Optional. The prediction input. Supports HTTP headers and arbitrary data
+ *   payload.
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Stream}
+ *   An object stream which emits {@link protos.google.api.HttpBody|HttpBody} on 'data' event.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#server-streaming | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/prediction_service.chat_completions.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_PredictionService_ChatCompletions_async
+ */
+  chatCompletions(
+      request?: protos.google.cloud.aiplatform.v1beta1.IChatCompletionsRequest,
+      options?: CallOptions):
+    gax.CancellableStream{
+    request = request || {};
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'endpoint': request.endpoint ?? '',
+    });
+    this.initialize();
+    return this.innerApiCalls.chatCompletions(request, options);
+  }
+
 /**
  * Gets the access control policy for a resource. Returns an empty policy
  * if the resource exists and does not have a policy set.
@@ -1815,6 +1870,55 @@ export class PredictionServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_client_config.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_client_config.json
index 6f667a6960c..c62b152f87c 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_client_config.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_client_config.json
@@ -73,6 +73,10 @@
         "StreamGenerateContent": {
           "retry_codes_name": "non_idempotent",
           "retry_params_name": "default"
+        },
+        "ChatCompletions": {
+          "retry_codes_name": "non_idempotent",
+          "retry_params_name": "default"
         }
       }
     }
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/prediction_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_execution_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_execution_service_client.ts
index 04b9956fb5a..9e69b31a989 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_execution_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_execution_service_client.ts
@@ -192,6 +192,9 @@ export class ReasoningEngineExecutionServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1039,6 +1042,55 @@ export class ReasoningEngineExecutionServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_execution_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_execution_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_execution_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_execution_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_client.ts
index 72374a1a6c0..e991fdd6227 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_client.ts
@@ -193,6 +193,9 @@ export class ReasoningEngineServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -377,11 +380,11 @@ export class ReasoningEngineServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: 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+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -389,6 +392,10 @@ export class ReasoningEngineServiceClient {
       '.google.cloud.aiplatform.v1beta1.ReasoningEngine') as gax.protobuf.Type;
     const createReasoningEngineMetadata = protoFilesRoot.lookup(
       '.google.cloud.aiplatform.v1beta1.CreateReasoningEngineOperationMetadata') as gax.protobuf.Type;
+    const updateReasoningEngineResponse = protoFilesRoot.lookup(
+      '.google.cloud.aiplatform.v1beta1.ReasoningEngine') as gax.protobuf.Type;
+    const updateReasoningEngineMetadata = protoFilesRoot.lookup(
+      '.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata') as gax.protobuf.Type;
     const deleteReasoningEngineResponse = protoFilesRoot.lookup(
       '.google.protobuf.Empty') as gax.protobuf.Type;
     const deleteReasoningEngineMetadata = protoFilesRoot.lookup(
@@ -399,6 +406,10 @@ export class ReasoningEngineServiceClient {
         this.operationsClient,
         createReasoningEngineResponse.decode.bind(createReasoningEngineResponse),
         createReasoningEngineMetadata.decode.bind(createReasoningEngineMetadata)),
+      updateReasoningEngine: new this._gaxModule.LongrunningDescriptor(
+        this.operationsClient,
+        updateReasoningEngineResponse.decode.bind(updateReasoningEngineResponse),
+        updateReasoningEngineMetadata.decode.bind(updateReasoningEngineMetadata)),
       deleteReasoningEngine: new this._gaxModule.LongrunningDescriptor(
         this.operationsClient,
         deleteReasoningEngineResponse.decode.bind(deleteReasoningEngineResponse),
@@ -448,7 +459,7 @@ export class ReasoningEngineServiceClient {
     // Iterate over each of the methods that the service provides
     // and create an API call method for each.
     const reasoningEngineServiceStubMethods =
-        ['createReasoningEngine', 'getReasoningEngine', 'listReasoningEngines', 'deleteReasoningEngine'];
+        ['createReasoningEngine', 'getReasoningEngine', 'listReasoningEngines', 'updateReasoningEngine', 'deleteReasoningEngine'];
     for (const methodName of reasoningEngineServiceStubMethods) {
       const callPromise = this.reasoningEngineServiceStub.then(
         stub => (...args: Array<{}>) => {
@@ -717,6 +728,97 @@ export class ReasoningEngineServiceClient {
     const decodeOperation = new this._gaxModule.Operation(operation, this.descriptors.longrunning.createReasoningEngine, this._gaxModule.createDefaultBackoffSettings());
     return decodeOperation as LROperation<protos.google.cloud.aiplatform.v1beta1.ReasoningEngine, protos.google.cloud.aiplatform.v1beta1.CreateReasoningEngineOperationMetadata>;
   }
+/**
+ * Updates a reasoning engine.
+ *
+ * @param {Object} request
+ *   The request object that will be sent.
+ * @param {google.cloud.aiplatform.v1beta1.ReasoningEngine} request.reasoningEngine
+ *   Required. The ReasoningEngine which replaces the resource on the server.
+ * @param {google.protobuf.FieldMask} request.updateMask
+ *   Required. Mask specifying which fields to update.
+ * @param {object} [options]
+ *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
+ * @returns {Promise} - The promise which resolves to an array.
+ *   The first element of the array is an object representing
+ *   a long running operation. Its `promise()` method returns a promise
+ *   you can `await` for.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#long-running-operations | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/reasoning_engine_service.update_reasoning_engine.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_ReasoningEngineService_UpdateReasoningEngine_async
+ */
+  updateReasoningEngine(
+      request?: protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest,
+      options?: CallOptions):
+      Promise<[
+        LROperation<protos.google.cloud.aiplatform.v1beta1.IReasoningEngine, protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata>,
+        protos.google.longrunning.IOperation|undefined, {}|undefined
+      ]>;
+  updateReasoningEngine(
+      request: protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest,
+      options: CallOptions,
+      callback: Callback<
+          LROperation<protos.google.cloud.aiplatform.v1beta1.IReasoningEngine, protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata>,
+          protos.google.longrunning.IOperation|null|undefined,
+          {}|null|undefined>): void;
+  updateReasoningEngine(
+      request: protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest,
+      callback: Callback<
+          LROperation<protos.google.cloud.aiplatform.v1beta1.IReasoningEngine, protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata>,
+          protos.google.longrunning.IOperation|null|undefined,
+          {}|null|undefined>): void;
+  updateReasoningEngine(
+      request?: protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineRequest,
+      optionsOrCallback?: CallOptions|Callback<
+          LROperation<protos.google.cloud.aiplatform.v1beta1.IReasoningEngine, protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata>,
+          protos.google.longrunning.IOperation|null|undefined,
+          {}|null|undefined>,
+      callback?: Callback<
+          LROperation<protos.google.cloud.aiplatform.v1beta1.IReasoningEngine, protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata>,
+          protos.google.longrunning.IOperation|null|undefined,
+          {}|null|undefined>):
+      Promise<[
+        LROperation<protos.google.cloud.aiplatform.v1beta1.IReasoningEngine, protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata>,
+        protos.google.longrunning.IOperation|undefined, {}|undefined
+      ]>|void {
+    request = request || {};
+    let options: CallOptions;
+    if (typeof optionsOrCallback === 'function' && callback === undefined) {
+      callback = optionsOrCallback;
+      options = {};
+    }
+    else {
+      options = optionsOrCallback as CallOptions;
+    }
+    options = options || {};
+    options.otherArgs = options.otherArgs || {};
+    options.otherArgs.headers = options.otherArgs.headers || {};
+    options.otherArgs.headers[
+      'x-goog-request-params'
+    ] = this._gaxModule.routingHeader.fromParams({
+      'reasoning_engine.name': request.reasoningEngine!.name ?? '',
+    });
+    this.initialize();
+    return this.innerApiCalls.updateReasoningEngine(request, options, callback);
+  }
+/**
+ * Check the status of the long running operation returned by `updateReasoningEngine()`.
+ * @param {String} name
+ *   The operation name that will be passed.
+ * @returns {Promise} - The promise which resolves to an object.
+ *   The decoded operation object has result and metadata field to get information from.
+ *   Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#long-running-operations | documentation }
+ *   for more details and examples.
+ * @example <caption>include:samples/generated/v1beta1/reasoning_engine_service.update_reasoning_engine.js</caption>
+ * region_tag:aiplatform_v1beta1_generated_ReasoningEngineService_UpdateReasoningEngine_async
+ */
+  async checkUpdateReasoningEngineProgress(name: string): Promise<LROperation<protos.google.cloud.aiplatform.v1beta1.ReasoningEngine, protos.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata>>{
+    const request = new this._gaxModule.operationsProtos.google.longrunning.GetOperationRequest({name});
+    const [operation] = await this.operationsClient.getOperation(request);
+    const decodeOperation = new this._gaxModule.Operation(operation, this.descriptors.longrunning.updateReasoningEngine, this._gaxModule.createDefaultBackoffSettings());
+    return decodeOperation as LROperation<protos.google.cloud.aiplatform.v1beta1.ReasoningEngine, protos.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineOperationMetadata>;
+  }
 /**
  * Deletes a reasoning engine.
  *
@@ -1633,6 +1735,55 @@ export class ReasoningEngineServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_client_config.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_client_config.json
index df63457ffbd..ea1fe99158d 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_client_config.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_client_config.json
@@ -32,6 +32,10 @@
           "retry_codes_name": "non_idempotent",
           "retry_params_name": "default"
         },
+        "UpdateReasoningEngine": {
+          "retry_codes_name": "non_idempotent",
+          "retry_params_name": "default"
+        },
         "DeleteReasoningEngine": {
           "retry_codes_name": "non_idempotent",
           "retry_params_name": "default"
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/reasoning_engine_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/schedule_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/schedule_service_client.ts
index b96154f96ba..be0a03e5758 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/schedule_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/schedule_service_client.ts
@@ -194,6 +194,9 @@ export class ScheduleServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -378,11 +381,11 @@ export class ScheduleServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: 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+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -2007,6 +2010,55 @@ export class ScheduleServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/schedule_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/schedule_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/schedule_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/schedule_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/specialist_pool_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/specialist_pool_service_client.ts
index de644e0d0e6..cb347befd88 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/specialist_pool_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/specialist_pool_service_client.ts
@@ -198,6 +198,9 @@ export class SpecialistPoolServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -382,11 +385,11 @@ export class SpecialistPoolServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
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+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -1752,6 +1755,55 @@ export class SpecialistPoolServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/specialist_pool_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/specialist_pool_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/specialist_pool_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/specialist_pool_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/tensorboard_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/tensorboard_service_client.ts
index 1104ad7d619..b1f91fba320 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/tensorboard_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/tensorboard_service_client.ts
@@ -193,6 +193,9 @@ export class TensorboardServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -394,11 +397,11 @@ export class TensorboardServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: 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+      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/apps/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: 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'/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',}],
+      },{selector: 'google.longrunning.Operations.ListOperations',get: '/ui/{name=projects/*/locations/*}/operations',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/agents/*}/operations',},{get: '/ui/{name=projects/*/locations/*/apps/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/ui/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -4336,6 +4339,55 @@ export class TensorboardServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/tensorboard_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/tensorboard_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/tensorboard_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/tensorboard_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_data_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_data_service_client.ts
index 025899f7531..528daadd4a9 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_data_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_data_service_client.ts
@@ -193,6 +193,9 @@ export class VertexRagDataServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -379,11 +382,11 @@ export class VertexRagDataServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: 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'/ui/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/ui/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*}/operations',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*}/operations',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{get: '/v1beta1/{name=projects/*/locations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/agents/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/apps/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/endpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/exampleStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/extensions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -2187,6 +2190,55 @@ export class VertexRagDataServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_data_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_data_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_data_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_data_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_service_client.ts
index c0321aa466a..10506a6d50c 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_service_client.ts
@@ -192,6 +192,9 @@ export class VertexRagServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -1044,6 +1047,55 @@ export class VertexRagServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vertex_rag_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vizier_service_client.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vizier_service_client.ts
index ceb5c9007d5..105f1b657f2 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vizier_service_client.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vizier_service_client.ts
@@ -197,6 +197,9 @@ export class VizierServiceClient {
       batchPredictionJobPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}'
       ),
+      cachedContentPathTemplate: new this._gaxModule.PathTemplate(
+        'projects/{project}/locations/{location}/cachedContents/{cached_content}'
+      ),
       contextPathTemplate: new this._gaxModule.PathTemplate(
         'projects/{project}/locations/{location}/metadataStores/{metadata_store}/contexts/{context}'
       ),
@@ -383,11 +386,11 @@ export class VizierServiceClient {
       },{selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/publishers/*/models/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:getIamPolicy',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:getIamPolicy',}],
       },{selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/models/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:setIamPolicy',body: '*',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:setIamPolicy',body: '*',}],
       },{selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',body: '*',additional_bindings: [{post: '/v1beta1/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/v1beta1/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featurestores/*/entityTypes/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/models/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/endpoints/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/notebookRuntimeTemplates/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*}:testIamPermissions',},{post: '/ui/{resource=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:testIamPermissions',}],
-      },{selector: 'google.longrunning.Operations.CancelOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:cancel',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:cancel',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:cancel',}],
-      },{selector: 'google.longrunning.Operations.DeleteOperation',delete: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{delete: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/extensionControllers/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/extensions/*}/operations',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/solvers/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{delete: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',}],
-      },{selector: 'google.longrunning.Operations.GetOperation',get: '/ui/{name=projects/*/locations/*/operations/*}',additional_bindings: [{get: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDeploymentJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}',},{get: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}',},{get: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}',},{get: 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'/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/customJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexes/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/migratableResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/persistentResources/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/solvers/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/schedules/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/specialistPools/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*}/operations',},{get: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*}/operations',}],
+      },{selector: 'google.longrunning.Operations.WaitOperation',post: '/ui/{name=projects/*/locations/*/operations/*}:wait',additional_bindings: [{post: '/ui/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tuningJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/ui/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/agents/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/apps/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/savedQueries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/datasets/*/dataItems/*/annotations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/deploymentResourcePools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/edgeDevices/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/endpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/evaluationTasks/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/exampleStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensionControllers/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/extensions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featurestores/*/entityTypes/*/features/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/customJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexes/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/indexEndpoints/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/artifacts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/contexts/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/metadataStores/*/executions/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/modelMonitors/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/migratableResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/models/*/evaluations/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/persistentResources/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/ragCorpora/*/ragFiles/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/reasoningEngines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/studies/*/trials/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/trainingPipelines/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/pipelineJobs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/schedules/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/specialistPools/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/tensorboards/*/experiments/*/runs/*/timeSeries/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/operations/*}:wait',},{post: '/v1beta1/{name=projects/*/locations/*/featureGroups/*/features/*/operations/*}:wait',}],
       }];
     }
     this.operationsClient = this._gaxModule.lro(lroOptions).operationsClient(opts);
@@ -2603,6 +2606,55 @@ export class VizierServiceClient {
     return this.pathTemplates.batchPredictionJobPathTemplate.match(batchPredictionJobName).batch_prediction_job;
   }
 
+  /**
+   * Return a fully-qualified cachedContent resource name string.
+   *
+   * @param {string} project
+   * @param {string} location
+   * @param {string} cached_content
+   * @returns {string} Resource name string.
+   */
+  cachedContentPath(project:string,location:string,cachedContent:string) {
+    return this.pathTemplates.cachedContentPathTemplate.render({
+      project: project,
+      location: location,
+      cached_content: cachedContent,
+    });
+  }
+
+  /**
+   * Parse the project from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the project.
+   */
+  matchProjectFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).project;
+  }
+
+  /**
+   * Parse the location from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the location.
+   */
+  matchLocationFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).location;
+  }
+
+  /**
+   * Parse the cached_content from CachedContent resource.
+   *
+   * @param {string} cachedContentName
+   *   A fully-qualified path representing CachedContent resource.
+   * @returns {string} A string representing the cached_content.
+   */
+  matchCachedContentFromCachedContentName(cachedContentName: string) {
+    return this.pathTemplates.cachedContentPathTemplate.match(cachedContentName).cached_content;
+  }
+
   /**
    * Return a fully-qualified context resource name string.
    *
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vizier_service_proto_list.json b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vizier_service_proto_list.json
index 3311f6e20d8..f1650a53594 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vizier_service_proto_list.json
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/src/v1beta1/vizier_service_proto_list.json
@@ -4,6 +4,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/annotation_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/artifact.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/batch_prediction_job.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/cached_content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/completion_stats.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/content.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/context.proto",
@@ -45,6 +46,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_online_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/featurestore_service.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/gen_ai_cache_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/genai_tuning_service.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/index.proto",
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/system-test/fixtures/sample/src/index.js b/owl-bot-staging/google-cloud-aiplatform/v1beta1/system-test/fixtures/sample/src/index.js
index 3889a82b119..6e645ff481f 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/system-test/fixtures/sample/src/index.js
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/system-test/fixtures/sample/src/index.js
@@ -32,6 +32,7 @@ function main() {
   const featureRegistryServiceClient = new aiplatform.FeatureRegistryServiceClient();
   const featurestoreOnlineServingServiceClient = new aiplatform.FeaturestoreOnlineServingServiceClient();
   const featurestoreServiceClient = new aiplatform.FeaturestoreServiceClient();
+  const genAiCacheServiceClient = new aiplatform.GenAiCacheServiceClient();
   const genAiTuningServiceClient = new aiplatform.GenAiTuningServiceClient();
   const indexEndpointServiceClient = new aiplatform.IndexEndpointServiceClient();
   const indexServiceClient = new aiplatform.IndexServiceClient();
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/system-test/fixtures/sample/src/index.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/system-test/fixtures/sample/src/index.ts
index 13ee58dec4e..61f540274fb 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/system-test/fixtures/sample/src/index.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/system-test/fixtures/sample/src/index.ts
@@ -16,7 +16,7 @@
 // ** https://github.com/googleapis/gapic-generator-typescript **
 // ** All changes to this file may be overwritten. **
 
-import {DatasetServiceClient, DeploymentResourcePoolServiceClient, EndpointServiceClient, EvaluationServiceClient, ExtensionExecutionServiceClient, ExtensionRegistryServiceClient, FeatureOnlineStoreAdminServiceClient, FeatureOnlineStoreServiceClient, FeatureRegistryServiceClient, FeaturestoreOnlineServingServiceClient, FeaturestoreServiceClient, GenAiTuningServiceClient, IndexEndpointServiceClient, IndexServiceClient, JobServiceClient, LlmUtilityServiceClient, MatchServiceClient, MetadataServiceClient, MigrationServiceClient, ModelGardenServiceClient, ModelMonitoringServiceClient, ModelServiceClient, NotebookServiceClient, PersistentResourceServiceClient, PipelineServiceClient, PredictionServiceClient, ReasoningEngineExecutionServiceClient, ReasoningEngineServiceClient, ScheduleServiceClient, SpecialistPoolServiceClient, TensorboardServiceClient, VertexRagDataServiceClient, VertexRagServiceClient, VizierServiceClient} from '@google-cloud/aiplatform';
+import {DatasetServiceClient, DeploymentResourcePoolServiceClient, EndpointServiceClient, EvaluationServiceClient, ExtensionExecutionServiceClient, ExtensionRegistryServiceClient, FeatureOnlineStoreAdminServiceClient, FeatureOnlineStoreServiceClient, FeatureRegistryServiceClient, FeaturestoreOnlineServingServiceClient, FeaturestoreServiceClient, GenAiCacheServiceClient, GenAiTuningServiceClient, IndexEndpointServiceClient, IndexServiceClient, JobServiceClient, LlmUtilityServiceClient, MatchServiceClient, MetadataServiceClient, MigrationServiceClient, ModelGardenServiceClient, ModelMonitoringServiceClient, ModelServiceClient, NotebookServiceClient, PersistentResourceServiceClient, PipelineServiceClient, PredictionServiceClient, ReasoningEngineExecutionServiceClient, ReasoningEngineServiceClient, ScheduleServiceClient, SpecialistPoolServiceClient, TensorboardServiceClient, VertexRagDataServiceClient, VertexRagServiceClient, VizierServiceClient} from '@google-cloud/aiplatform';
 
 // check that the client class type name can be used
 function doStuffWithDatasetServiceClient(client: DatasetServiceClient) {
@@ -52,6 +52,9 @@ function doStuffWithFeaturestoreOnlineServingServiceClient(client: FeaturestoreO
 function doStuffWithFeaturestoreServiceClient(client: FeaturestoreServiceClient) {
   client.close();
 }
+function doStuffWithGenAiCacheServiceClient(client: GenAiCacheServiceClient) {
+  client.close();
+}
 function doStuffWithGenAiTuningServiceClient(client: GenAiTuningServiceClient) {
   client.close();
 }
@@ -157,6 +160,9 @@ function main() {
   const featurestoreServiceClient = new FeaturestoreServiceClient();
   doStuffWithFeaturestoreServiceClient(featurestoreServiceClient);
   // check that the client instance can be created
+  const genAiCacheServiceClient = new GenAiCacheServiceClient();
+  doStuffWithGenAiCacheServiceClient(genAiCacheServiceClient);
+  // check that the client instance can be created
   const genAiTuningServiceClient = new GenAiTuningServiceClient();
   doStuffWithGenAiTuningServiceClient(genAiTuningServiceClient);
   // check that the client instance can be created
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_dataset_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_dataset_service_v1beta1.ts
index 58771b2624f..0b3294b425d 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_dataset_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_dataset_service_v1beta1.ts
@@ -4440,6 +4440,52 @@ describe('v1beta1.DatasetServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new datasetserviceModule.v1beta1.DatasetServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_deployment_resource_pool_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_deployment_resource_pool_service_v1beta1.ts
index 2278e18ce85..d217683040b 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_deployment_resource_pool_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_deployment_resource_pool_service_v1beta1.ts
@@ -2096,6 +2096,52 @@ describe('v1beta1.DeploymentResourcePoolServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new deploymentresourcepoolserviceModule.v1beta1.DeploymentResourcePoolServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_endpoint_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_endpoint_service_v1beta1.ts
index c1ca7d5925c..90bfea66c80 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_endpoint_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_endpoint_service_v1beta1.ts
@@ -2425,6 +2425,52 @@ describe('v1beta1.EndpointServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new endpointserviceModule.v1beta1.EndpointServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_evaluation_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_evaluation_service_v1beta1.ts
index f9164db44c3..c14d8523b95 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_evaluation_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_evaluation_service_v1beta1.ts
@@ -1000,6 +1000,52 @@ describe('v1beta1.EvaluationServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new evaluationserviceModule.v1beta1.EvaluationServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_extension_execution_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_extension_execution_service_v1beta1.ts
index 3773d719be3..33df48c66eb 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_extension_execution_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_extension_execution_service_v1beta1.ts
@@ -1108,6 +1108,52 @@ describe('v1beta1.ExtensionExecutionServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new extensionexecutionserviceModule.v1beta1.ExtensionExecutionServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_extension_registry_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_extension_registry_service_v1beta1.ts
index 33030e5797c..1602da26a2a 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_extension_registry_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_extension_registry_service_v1beta1.ts
@@ -1963,6 +1963,52 @@ describe('v1beta1.ExtensionRegistryServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new extensionregistryserviceModule.v1beta1.ExtensionRegistryServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_online_store_admin_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_online_store_admin_service_v1beta1.ts
index 2bfcaf02379..342b584e52b 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_online_store_admin_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_online_store_admin_service_v1beta1.ts
@@ -3289,6 +3289,52 @@ describe('v1beta1.FeatureOnlineStoreAdminServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new featureonlinestoreadminserviceModule.v1beta1.FeatureOnlineStoreAdminServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_online_store_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_online_store_service_v1beta1.ts
index b2036ccc100..4966a18c7c3 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_online_store_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_online_store_service_v1beta1.ts
@@ -1183,6 +1183,52 @@ describe('v1beta1.FeatureOnlineStoreServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new featureonlinestoreserviceModule.v1beta1.FeatureOnlineStoreServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_registry_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_registry_service_v1beta1.ts
index d1c7652fac6..c417885eff6 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_registry_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_feature_registry_service_v1beta1.ts
@@ -2828,6 +2828,52 @@ describe('v1beta1.FeatureRegistryServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new featureregistryserviceModule.v1beta1.FeatureRegistryServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_featurestore_online_serving_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_featurestore_online_serving_service_v1beta1.ts
index 95725890d25..71b5dcda350 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_featurestore_online_serving_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_featurestore_online_serving_service_v1beta1.ts
@@ -1258,6 +1258,52 @@ describe('v1beta1.FeaturestoreOnlineServingServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new featurestoreonlineservingserviceModule.v1beta1.FeaturestoreOnlineServingServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_featurestore_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_featurestore_service_v1beta1.ts
index 0ca35d8afa1..551bcc8563e 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_featurestore_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_featurestore_service_v1beta1.ts
@@ -4570,6 +4570,52 @@ describe('v1beta1.FeaturestoreServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new featurestoreserviceModule.v1beta1.FeaturestoreServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_gen_ai_cache_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_gen_ai_cache_service_v1beta1.ts
new file mode 100644
index 00000000000..c901ba2daa8
--- /dev/null
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_gen_ai_cache_service_v1beta1.ts
@@ -0,0 +1,4309 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// ** This file is automatically generated by gapic-generator-typescript. **
+// ** https://github.com/googleapis/gapic-generator-typescript **
+// ** All changes to this file may be overwritten. **
+
+import * as protos from '../protos/protos';
+import * as assert from 'assert';
+import * as sinon from 'sinon';
+import {SinonStub} from 'sinon';
+import {describe, it} from 'mocha';
+import * as genaicacheserviceModule from '../src';
+
+import {PassThrough} from 'stream';
+
+import {protobuf, IamProtos, LocationProtos} from 'google-gax';
+
+// Dynamically loaded proto JSON is needed to get the type information
+// to fill in default values for request objects
+const root = protobuf.Root.fromJSON(require('../protos/protos.json')).resolveAll();
+
+// eslint-disable-next-line @typescript-eslint/no-unused-vars
+function getTypeDefaultValue(typeName: string, fields: string[]) {
+    let type = root.lookupType(typeName) as protobuf.Type;
+    for (const field of fields.slice(0, -1)) {
+        type = type.fields[field]?.resolvedType as protobuf.Type;
+    }
+    return type.fields[fields[fields.length - 1]]?.defaultValue;
+}
+
+function generateSampleMessage<T extends object>(instance: T) {
+    const filledObject = (instance.constructor as typeof protobuf.Message)
+        .toObject(instance as protobuf.Message<T>, {defaults: true});
+    return (instance.constructor as typeof protobuf.Message).fromObject(filledObject) as T;
+}
+
+function stubSimpleCall<ResponseType>(response?: ResponseType, error?: Error) {
+    return error ? sinon.stub().rejects(error) : sinon.stub().resolves([response]);
+}
+
+function stubSimpleCallWithCallback<ResponseType>(response?: ResponseType, error?: Error) {
+    return error ? sinon.stub().callsArgWith(2, error) : sinon.stub().callsArgWith(2, null, response);
+}
+
+function stubPageStreamingCall<ResponseType>(responses?: ResponseType[], error?: Error) {
+    const pagingStub = sinon.stub();
+    if (responses) {
+        for (let i = 0; i < responses.length; ++i) {
+            pagingStub.onCall(i).callsArgWith(2, null, responses[i]);
+        }
+    }
+    const transformStub = error ? sinon.stub().callsArgWith(2, error) : pagingStub;
+    const mockStream = new PassThrough({
+        objectMode: true,
+        transform: transformStub,
+    });
+    // trigger as many responses as needed
+    if (responses) {
+        for (let i = 0; i < responses.length; ++i) {
+            setImmediate(() => { mockStream.write({}); });
+        }
+        setImmediate(() => { mockStream.end(); });
+    } else {
+        setImmediate(() => { mockStream.write({}); });
+        setImmediate(() => { mockStream.end(); });
+    }
+    return sinon.stub().returns(mockStream);
+}
+
+function stubAsyncIterationCall<ResponseType>(responses?: ResponseType[], error?: Error) {
+    let counter = 0;
+    const asyncIterable = {
+        [Symbol.asyncIterator]() {
+            return {
+                async next() {
+                    if (error) {
+                        return Promise.reject(error);
+                    }
+                    if (counter >= responses!.length) {
+                        return Promise.resolve({done: true, value: undefined});
+                    }
+                    return Promise.resolve({done: false, value: responses![counter++]});
+                }
+            };
+        }
+    };
+    return sinon.stub().returns(asyncIterable);
+}
+
+describe('v1beta1.GenAiCacheServiceClient', () => {
+    describe('Common methods', () => {
+        it('has apiEndpoint', () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient();
+            const apiEndpoint = client.apiEndpoint;
+            assert.strictEqual(apiEndpoint, 'aiplatform.googleapis.com');
+        });
+
+        it('has universeDomain', () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient();
+            const universeDomain = client.universeDomain;
+            assert.strictEqual(universeDomain, "googleapis.com");
+        });
+
+        if (typeof process === 'object' && typeof process.emitWarning === 'function') {
+            it('throws DeprecationWarning if static servicePath is used', () => {
+                const stub = sinon.stub(process, 'emitWarning');
+                const servicePath = genaicacheserviceModule.v1beta1.GenAiCacheServiceClient.servicePath;
+                assert.strictEqual(servicePath, 'aiplatform.googleapis.com');
+                assert(stub.called);
+                stub.restore();
+            });
+
+            it('throws DeprecationWarning if static apiEndpoint is used', () => {
+                const stub = sinon.stub(process, 'emitWarning');
+                const apiEndpoint = genaicacheserviceModule.v1beta1.GenAiCacheServiceClient.apiEndpoint;
+                assert.strictEqual(apiEndpoint, 'aiplatform.googleapis.com');
+                assert(stub.called);
+                stub.restore();
+            });
+        }
+        it('sets apiEndpoint according to universe domain camelCase', () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({universeDomain: 'example.com'});
+            const servicePath = client.apiEndpoint;
+            assert.strictEqual(servicePath, 'aiplatform.example.com');
+        });
+
+        it('sets apiEndpoint according to universe domain snakeCase', () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({universe_domain: 'example.com'});
+            const servicePath = client.apiEndpoint;
+            assert.strictEqual(servicePath, 'aiplatform.example.com');
+        });
+
+        if (typeof process === 'object' && 'env' in process) {
+            describe('GOOGLE_CLOUD_UNIVERSE_DOMAIN environment variable', () => {
+                it('sets apiEndpoint from environment variable', () => {
+                    const saved = process.env['GOOGLE_CLOUD_UNIVERSE_DOMAIN'];
+                    process.env['GOOGLE_CLOUD_UNIVERSE_DOMAIN'] = 'example.com';
+                    const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient();
+                    const servicePath = client.apiEndpoint;
+                    assert.strictEqual(servicePath, 'aiplatform.example.com');
+                    if (saved) {
+                        process.env['GOOGLE_CLOUD_UNIVERSE_DOMAIN'] = saved;
+                    } else {
+                        delete process.env['GOOGLE_CLOUD_UNIVERSE_DOMAIN'];
+                    }
+                });
+
+                it('value configured in code has priority over environment variable', () => {
+                    const saved = process.env['GOOGLE_CLOUD_UNIVERSE_DOMAIN'];
+                    process.env['GOOGLE_CLOUD_UNIVERSE_DOMAIN'] = 'example.com';
+                    const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({universeDomain: 'configured.example.com'});
+                    const servicePath = client.apiEndpoint;
+                    assert.strictEqual(servicePath, 'aiplatform.configured.example.com');
+                    if (saved) {
+                        process.env['GOOGLE_CLOUD_UNIVERSE_DOMAIN'] = saved;
+                    } else {
+                        delete process.env['GOOGLE_CLOUD_UNIVERSE_DOMAIN'];
+                    }
+                });
+            });
+        }
+        it('does not allow setting both universeDomain and universe_domain', () => {
+            assert.throws(() => { new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({universe_domain: 'example.com', universeDomain: 'example.net'}); });
+        });
+
+        it('has port', () => {
+            const port = genaicacheserviceModule.v1beta1.GenAiCacheServiceClient.port;
+            assert(port);
+            assert(typeof port === 'number');
+        });
+
+        it('should create a client with no option', () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient();
+            assert(client);
+        });
+
+        it('should create a client with gRPC fallback', () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                fallback: true,
+            });
+            assert(client);
+        });
+
+        it('has initialize method and supports deferred initialization', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            assert.strictEqual(client.genAiCacheServiceStub, undefined);
+            await client.initialize();
+            assert(client.genAiCacheServiceStub);
+        });
+
+        it('has close method for the initialized client', done => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            assert(client.genAiCacheServiceStub);
+            client.close().then(() => {
+                done();
+            });
+        });
+
+        it('has close method for the non-initialized client', done => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            assert.strictEqual(client.genAiCacheServiceStub, undefined);
+            client.close().then(() => {
+                done();
+            });
+        });
+
+        it('has getProjectId method', async () => {
+            const fakeProjectId = 'fake-project-id';
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.auth.getProjectId = sinon.stub().resolves(fakeProjectId);
+            const result = await client.getProjectId();
+            assert.strictEqual(result, fakeProjectId);
+            assert((client.auth.getProjectId as SinonStub).calledWithExactly());
+        });
+
+        it('has getProjectId method with callback', async () => {
+            const fakeProjectId = 'fake-project-id';
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.auth.getProjectId = sinon.stub().callsArgWith(0, null, fakeProjectId);
+            const promise = new Promise((resolve, reject) => {
+                client.getProjectId((err?: Error|null, projectId?: string|null) => {
+                    if (err) {
+                        reject(err);
+                    } else {
+                        resolve(projectId);
+                    }
+                });
+            });
+            const result = await promise;
+            assert.strictEqual(result, fakeProjectId);
+        });
+    });
+
+    describe('createCachedContent', () => {
+        it('invokes createCachedContent without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CachedContent()
+            );
+            client.innerApiCalls.createCachedContent = stubSimpleCall(expectedResponse);
+            const [response] = await client.createCachedContent(request);
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.createCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.createCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes createCachedContent without error using callback', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CachedContent()
+            );
+            client.innerApiCalls.createCachedContent = stubSimpleCallWithCallback(expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.createCachedContent(
+                    request,
+                    (err?: Error|null, result?: protos.google.cloud.aiplatform.v1beta1.ICachedContent|null) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.createCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.createCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes createCachedContent with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.createCachedContent = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.createCachedContent(request), expectedError);
+            const actualRequest = (client.innerApiCalls.createCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.createCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes createCachedContent with closed client', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.CreateCachedContentRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedError = new Error('The client has already been closed.');
+            client.close();
+            await assert.rejects(client.createCachedContent(request), expectedError);
+        });
+    });
+
+    describe('getCachedContent', () => {
+        it('invokes getCachedContent without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.GetCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.GetCachedContentRequest', ['name']);
+            request.name = defaultValue1;
+            const expectedHeaderRequestParams = `name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CachedContent()
+            );
+            client.innerApiCalls.getCachedContent = stubSimpleCall(expectedResponse);
+            const [response] = await client.getCachedContent(request);
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.getCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.getCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes getCachedContent without error using callback', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.GetCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.GetCachedContentRequest', ['name']);
+            request.name = defaultValue1;
+            const expectedHeaderRequestParams = `name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CachedContent()
+            );
+            client.innerApiCalls.getCachedContent = stubSimpleCallWithCallback(expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.getCachedContent(
+                    request,
+                    (err?: Error|null, result?: protos.google.cloud.aiplatform.v1beta1.ICachedContent|null) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.getCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.getCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes getCachedContent with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.GetCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.GetCachedContentRequest', ['name']);
+            request.name = defaultValue1;
+            const expectedHeaderRequestParams = `name=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.getCachedContent = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.getCachedContent(request), expectedError);
+            const actualRequest = (client.innerApiCalls.getCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.getCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes getCachedContent with closed client', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.GetCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.GetCachedContentRequest', ['name']);
+            request.name = defaultValue1;
+            const expectedError = new Error('The client has already been closed.');
+            client.close();
+            await assert.rejects(client.getCachedContent(request), expectedError);
+        });
+    });
+
+    describe('updateCachedContent', () => {
+        it('invokes updateCachedContent without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest()
+            );
+            request.cachedContent ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest', ['cachedContent', 'name']);
+            request.cachedContent.name = defaultValue1;
+            const expectedHeaderRequestParams = `cached_content.name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CachedContent()
+            );
+            client.innerApiCalls.updateCachedContent = stubSimpleCall(expectedResponse);
+            const [response] = await client.updateCachedContent(request);
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.updateCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes updateCachedContent without error using callback', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest()
+            );
+            request.cachedContent ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest', ['cachedContent', 'name']);
+            request.cachedContent.name = defaultValue1;
+            const expectedHeaderRequestParams = `cached_content.name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CachedContent()
+            );
+            client.innerApiCalls.updateCachedContent = stubSimpleCallWithCallback(expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.updateCachedContent(
+                    request,
+                    (err?: Error|null, result?: protos.google.cloud.aiplatform.v1beta1.ICachedContent|null) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.updateCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes updateCachedContent with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest()
+            );
+            request.cachedContent ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest', ['cachedContent', 'name']);
+            request.cachedContent.name = defaultValue1;
+            const expectedHeaderRequestParams = `cached_content.name=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.updateCachedContent = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.updateCachedContent(request), expectedError);
+            const actualRequest = (client.innerApiCalls.updateCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes updateCachedContent with closed client', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest()
+            );
+            request.cachedContent ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateCachedContentRequest', ['cachedContent', 'name']);
+            request.cachedContent.name = defaultValue1;
+            const expectedError = new Error('The client has already been closed.');
+            client.close();
+            await assert.rejects(client.updateCachedContent(request), expectedError);
+        });
+    });
+
+    describe('deleteCachedContent', () => {
+        it('invokes deleteCachedContent without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest', ['name']);
+            request.name = defaultValue1;
+            const expectedHeaderRequestParams = `name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.protobuf.Empty()
+            );
+            client.innerApiCalls.deleteCachedContent = stubSimpleCall(expectedResponse);
+            const [response] = await client.deleteCachedContent(request);
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.deleteCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.deleteCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes deleteCachedContent without error using callback', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest', ['name']);
+            request.name = defaultValue1;
+            const expectedHeaderRequestParams = `name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.protobuf.Empty()
+            );
+            client.innerApiCalls.deleteCachedContent = stubSimpleCallWithCallback(expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.deleteCachedContent(
+                    request,
+                    (err?: Error|null, result?: protos.google.protobuf.IEmpty|null) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.deleteCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.deleteCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes deleteCachedContent with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest', ['name']);
+            request.name = defaultValue1;
+            const expectedHeaderRequestParams = `name=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.deleteCachedContent = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.deleteCachedContent(request), expectedError);
+            const actualRequest = (client.innerApiCalls.deleteCachedContent as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.deleteCachedContent as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes deleteCachedContent with closed client', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.DeleteCachedContentRequest', ['name']);
+            request.name = defaultValue1;
+            const expectedError = new Error('The client has already been closed.');
+            client.close();
+            await assert.rejects(client.deleteCachedContent(request), expectedError);
+        });
+    });
+
+    describe('listCachedContents', () => {
+        it('invokes listCachedContents without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;const expectedResponse = [
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+            ];
+            client.innerApiCalls.listCachedContents = stubSimpleCall(expectedResponse);
+            const [response] = await client.listCachedContents(request);
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.listCachedContents as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.listCachedContents as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes listCachedContents without error using callback', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;const expectedResponse = [
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+            ];
+            client.innerApiCalls.listCachedContents = stubSimpleCallWithCallback(expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.listCachedContents(
+                    request,
+                    (err?: Error|null, result?: protos.google.cloud.aiplatform.v1beta1.ICachedContent[]|null) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.listCachedContents as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.listCachedContents as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes listCachedContents with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.listCachedContents = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.listCachedContents(request), expectedError);
+            const actualRequest = (client.innerApiCalls.listCachedContents as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.listCachedContents as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes listCachedContentsStream without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedResponse = [
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+            ];
+            client.descriptors.page.listCachedContents.createStream = stubPageStreamingCall(expectedResponse);
+            const stream = client.listCachedContentsStream(request);
+            const promise = new Promise((resolve, reject) => {
+                const responses: protos.google.cloud.aiplatform.v1beta1.CachedContent[] = [];
+                stream.on('data', (response: protos.google.cloud.aiplatform.v1beta1.CachedContent) => {
+                    responses.push(response);
+                });
+                stream.on('end', () => {
+                    resolve(responses);
+                });
+                stream.on('error', (err: Error) => {
+                    reject(err);
+                });
+            });
+            const responses = await promise;
+            assert.deepStrictEqual(responses, expectedResponse);
+            assert((client.descriptors.page.listCachedContents.createStream as SinonStub)
+                .getCall(0).calledWith(client.innerApiCalls.listCachedContents, request));
+            assert(
+                (client.descriptors.page.listCachedContents.createStream as SinonStub)
+                    .getCall(0).args[2].otherArgs.headers['x-goog-request-params'].includes(
+                        expectedHeaderRequestParams
+                    )
+            );
+        });
+
+        it('invokes listCachedContentsStream with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.descriptors.page.listCachedContents.createStream = stubPageStreamingCall(undefined, expectedError);
+            const stream = client.listCachedContentsStream(request);
+            const promise = new Promise((resolve, reject) => {
+                const responses: protos.google.cloud.aiplatform.v1beta1.CachedContent[] = [];
+                stream.on('data', (response: protos.google.cloud.aiplatform.v1beta1.CachedContent) => {
+                    responses.push(response);
+                });
+                stream.on('end', () => {
+                    resolve(responses);
+                });
+                stream.on('error', (err: Error) => {
+                    reject(err);
+                });
+            });
+            await assert.rejects(promise, expectedError);
+            assert((client.descriptors.page.listCachedContents.createStream as SinonStub)
+                .getCall(0).calledWith(client.innerApiCalls.listCachedContents, request));
+            assert(
+                (client.descriptors.page.listCachedContents.createStream as SinonStub)
+                    .getCall(0).args[2].otherArgs.headers['x-goog-request-params'].includes(
+                         expectedHeaderRequestParams
+                    ) 
+            );
+        });
+
+        it('uses async iteration with listCachedContents without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedResponse = [
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+              generateSampleMessage(new protos.google.cloud.aiplatform.v1beta1.CachedContent()),
+            ];
+            client.descriptors.page.listCachedContents.asyncIterate = stubAsyncIterationCall(expectedResponse);
+            const responses: protos.google.cloud.aiplatform.v1beta1.ICachedContent[] = [];
+            const iterable = client.listCachedContentsAsync(request);
+            for await (const resource of iterable) {
+                responses.push(resource!);
+            }
+            assert.deepStrictEqual(responses, expectedResponse);
+            assert.deepStrictEqual(
+                (client.descriptors.page.listCachedContents.asyncIterate as SinonStub)
+                    .getCall(0).args[1], request);
+            assert(
+                (client.descriptors.page.listCachedContents.asyncIterate as SinonStub)
+                    .getCall(0).args[2].otherArgs.headers['x-goog-request-params'].includes(
+                        expectedHeaderRequestParams
+                    )
+            );
+        });
+
+        it('uses async iteration with listCachedContents with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ListCachedContentsRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.descriptors.page.listCachedContents.asyncIterate = stubAsyncIterationCall(undefined, expectedError);
+            const iterable = client.listCachedContentsAsync(request);
+            await assert.rejects(async () => {
+                const responses: protos.google.cloud.aiplatform.v1beta1.ICachedContent[] = [];
+                for await (const resource of iterable) {
+                    responses.push(resource!);
+                }
+            });
+            assert.deepStrictEqual(
+                (client.descriptors.page.listCachedContents.asyncIterate as SinonStub)
+                    .getCall(0).args[1], request);
+            assert(
+                (client.descriptors.page.listCachedContents.asyncIterate as SinonStub)
+                    .getCall(0).args[2].otherArgs.headers['x-goog-request-params'].includes(
+                        expectedHeaderRequestParams
+                    )
+            );
+        });
+    });
+    describe('getIamPolicy', () => {
+        it('invokes getIamPolicy without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new IamProtos.google.iam.v1.GetIamPolicyRequest()
+            );
+            request.resource = '';
+            const expectedHeaderRequestParams = 'resource=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedResponse = generateSampleMessage(
+              new IamProtos.google.iam.v1.Policy()
+            );
+            client.iamClient.getIamPolicy = stubSimpleCall(expectedResponse);
+            const response = await client.getIamPolicy(request, expectedOptions);
+            assert.deepStrictEqual(response, [expectedResponse]);
+            assert((client.iamClient.getIamPolicy as SinonStub)
+                .getCall(0).calledWith(request, expectedOptions, undefined));
+        });
+        it('invokes getIamPolicy without error using callback', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new IamProtos.google.iam.v1.GetIamPolicyRequest()
+            );
+            request.resource = '';
+            const expectedHeaderRequestParams = 'resource=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedResponse = generateSampleMessage(
+              new IamProtos.google.iam.v1.Policy()
+            );
+            client.iamClient.getIamPolicy = sinon.stub().callsArgWith(2, null, expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.getIamPolicy(
+                    request,
+                    expectedOptions,
+                    (err?: Error|null, result?: IamProtos.google.iam.v1.Policy|null) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            assert((client.iamClient.getIamPolicy as SinonStub)
+                .getCall(0));
+        });
+        it('invokes getIamPolicy with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new IamProtos.google.iam.v1.GetIamPolicyRequest()
+            );
+            request.resource = '';
+            const expectedHeaderRequestParams = 'resource=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedError = new Error('expected');
+            client.iamClient.getIamPolicy = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.getIamPolicy(request, expectedOptions), expectedError);
+            assert((client.iamClient.getIamPolicy as SinonStub)
+                .getCall(0).calledWith(request, expectedOptions, undefined));
+        });
+    });
+    describe('setIamPolicy', () => {
+        it('invokes setIamPolicy without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new IamProtos.google.iam.v1.SetIamPolicyRequest()
+            );
+            request.resource = '';
+            const expectedHeaderRequestParams = 'resource=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedResponse = generateSampleMessage(
+              new IamProtos.google.iam.v1.Policy()
+            );
+            client.iamClient.setIamPolicy = stubSimpleCall(expectedResponse);
+            const response = await client.setIamPolicy(request, expectedOptions);
+            assert.deepStrictEqual(response, [expectedResponse]);
+            assert((client.iamClient.setIamPolicy as SinonStub)
+                .getCall(0).calledWith(request, expectedOptions, undefined));
+        });
+        it('invokes setIamPolicy without error using callback', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new IamProtos.google.iam.v1.SetIamPolicyRequest()
+            );
+            request.resource = '';
+            const expectedHeaderRequestParams = 'resource=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedResponse = generateSampleMessage(
+              new IamProtos.google.iam.v1.Policy()
+            );
+            client.iamClient.setIamPolicy = sinon.stub().callsArgWith(2, null, expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.setIamPolicy(
+                    request,
+                    expectedOptions,
+                    (err?: Error|null, result?: IamProtos.google.iam.v1.Policy|null) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            assert((client.iamClient.setIamPolicy as SinonStub)
+                .getCall(0));
+        });
+        it('invokes setIamPolicy with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new IamProtos.google.iam.v1.SetIamPolicyRequest()
+            );
+            request.resource = '';
+            const expectedHeaderRequestParams = 'resource=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedError = new Error('expected');
+            client.iamClient.setIamPolicy = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.setIamPolicy(request, expectedOptions), expectedError);
+            assert((client.iamClient.setIamPolicy as SinonStub)
+                .getCall(0).calledWith(request, expectedOptions, undefined));
+        });
+    });
+    describe('testIamPermissions', () => {
+        it('invokes testIamPermissions without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new IamProtos.google.iam.v1.TestIamPermissionsRequest()
+            );
+            request.resource = '';
+            const expectedHeaderRequestParams = 'resource=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedResponse = generateSampleMessage(
+              new IamProtos.google.iam.v1.TestIamPermissionsResponse()
+            );
+            client.iamClient.testIamPermissions = stubSimpleCall(expectedResponse);
+            const response = await client.testIamPermissions(request, expectedOptions);
+            assert.deepStrictEqual(response, [expectedResponse]);
+            assert((client.iamClient.testIamPermissions as SinonStub)
+                .getCall(0).calledWith(request, expectedOptions, undefined));
+        });
+        it('invokes testIamPermissions without error using callback', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new IamProtos.google.iam.v1.TestIamPermissionsRequest()
+            );
+            request.resource = '';
+            const expectedHeaderRequestParams = 'resource=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedResponse = generateSampleMessage(
+              new IamProtos.google.iam.v1.TestIamPermissionsResponse()
+            );
+            client.iamClient.testIamPermissions = sinon.stub().callsArgWith(2, null, expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.testIamPermissions(
+                    request,
+                    expectedOptions,
+                    (err?: Error|null, result?: IamProtos.google.iam.v1.TestIamPermissionsResponse|null) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            assert((client.iamClient.testIamPermissions as SinonStub)
+                .getCall(0));
+        });
+        it('invokes testIamPermissions with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new IamProtos.google.iam.v1.TestIamPermissionsRequest()
+            );
+            request.resource = '';
+            const expectedHeaderRequestParams = 'resource=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedError = new Error('expected');
+            client.iamClient.testIamPermissions = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.testIamPermissions(request, expectedOptions), expectedError);
+            assert((client.iamClient.testIamPermissions as SinonStub)
+                .getCall(0).calledWith(request, expectedOptions, undefined));
+        });
+    });
+    describe('getLocation', () => {
+        it('invokes getLocation without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new LocationProtos.google.cloud.location.GetLocationRequest()
+            );
+            request.name = '';
+            const expectedHeaderRequestParams = 'name=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedResponse = generateSampleMessage(
+              new LocationProtos.google.cloud.location.Location()
+            );
+            client.locationsClient.getLocation = stubSimpleCall(expectedResponse);
+            const response = await client.getLocation(request, expectedOptions);
+            assert.deepStrictEqual(response, [expectedResponse]);
+            assert((client.locationsClient.getLocation as SinonStub)
+                .getCall(0).calledWith(request, expectedOptions, undefined));
+        });
+        it('invokes getLocation without error using callback', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new LocationProtos.google.cloud.location.GetLocationRequest()
+            );
+            request.name = '';
+            const expectedHeaderRequestParams = 'name=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedResponse = generateSampleMessage(
+              new LocationProtos.google.cloud.location.Location()
+            );
+            client.locationsClient.getLocation = sinon.stub().callsArgWith(2, null, expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.getLocation(
+                    request,
+                    expectedOptions,
+                    (
+                        err?: Error | null,
+                        result?: LocationProtos.google.cloud.location.ILocation | null
+                    ) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            assert((client.locationsClient.getLocation as SinonStub)
+                .getCall(0));
+        });
+        it('invokes getLocation with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new LocationProtos.google.cloud.location.GetLocationRequest()
+            );
+            request.name = '';
+            const expectedHeaderRequestParams = 'name=';
+            const expectedOptions = {
+                otherArgs: {
+                    headers: {
+                        'x-goog-request-params': expectedHeaderRequestParams,
+                    },
+                },
+            };
+            const expectedError = new Error('expected');
+            client.locationsClient.getLocation = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.getLocation(request, expectedOptions), expectedError);
+            assert((client.locationsClient.getLocation as SinonStub)
+                .getCall(0).calledWith(request, expectedOptions, undefined));
+        });
+    });
+    describe('listLocationsAsync', () => {
+        it('uses async iteration with listLocations without error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+                new LocationProtos.google.cloud.location.ListLocationsRequest()
+            );
+            request.name = '';
+            const expectedHeaderRequestParams = 'name=';
+            const expectedResponse = [
+                generateSampleMessage(
+                    new LocationProtos.google.cloud.location.Location()
+                ),
+                generateSampleMessage(
+                    new LocationProtos.google.cloud.location.Location()
+                ),
+                generateSampleMessage(
+                    new LocationProtos.google.cloud.location.Location()
+                ),
+            ];
+            client.locationsClient.descriptors.page.listLocations.asyncIterate = stubAsyncIterationCall(expectedResponse);
+            const responses: LocationProtos.google.cloud.location.ILocation[] = [];
+            const iterable = client.listLocationsAsync(request);
+            for await (const resource of iterable) {
+                responses.push(resource!);
+            }
+            assert.deepStrictEqual(responses, expectedResponse);
+            assert.deepStrictEqual(
+                (client.locationsClient.descriptors.page.listLocations.asyncIterate as SinonStub)
+                    .getCall(0).args[1], request);
+            assert(
+                (client.locationsClient.descriptors.page.listLocations.asyncIterate as SinonStub)
+                    .getCall(0).args[2].otherArgs.headers['x-goog-request-params'].includes(
+                        expectedHeaderRequestParams
+                    )
+            );
+        });
+        it('uses async iteration with listLocations with error', async () => {
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new LocationProtos.google.cloud.location.ListLocationsRequest()
+            );
+            request.name = '';
+            const expectedHeaderRequestParams = 'name=';
+            const expectedError = new Error('expected');
+            client.locationsClient.descriptors.page.listLocations.asyncIterate = stubAsyncIterationCall(undefined, expectedError);
+            const iterable = client.listLocationsAsync(request);
+            await assert.rejects(async () => {
+                const responses: LocationProtos.google.cloud.location.ILocation[] = [];
+                for await (const resource of iterable) {
+                    responses.push(resource!);
+                }
+            });
+            assert.deepStrictEqual(
+                (client.locationsClient.descriptors.page.listLocations.asyncIterate as SinonStub)
+                    .getCall(0).args[1], request);
+            assert(
+                (client.locationsClient.descriptors.page.listLocations.asyncIterate as SinonStub)
+                    .getCall(0).args[2].otherArgs.headers['x-goog-request-params'].includes(
+                        expectedHeaderRequestParams
+                    )
+            );
+        });
+    });
+
+    describe('Path templates', () => {
+
+        describe('annotation', () => {
+            const fakePath = "/rendered/path/annotation";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                dataset: "datasetValue",
+                data_item: "dataItemValue",
+                annotation: "annotationValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.annotationPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.annotationPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('annotationPath', () => {
+                const result = client.annotationPath("projectValue", "locationValue", "datasetValue", "dataItemValue", "annotationValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.annotationPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromAnnotationName', () => {
+                const result = client.matchProjectFromAnnotationName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.annotationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromAnnotationName', () => {
+                const result = client.matchLocationFromAnnotationName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.annotationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDatasetFromAnnotationName', () => {
+                const result = client.matchDatasetFromAnnotationName(fakePath);
+                assert.strictEqual(result, "datasetValue");
+                assert((client.pathTemplates.annotationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDataItemFromAnnotationName', () => {
+                const result = client.matchDataItemFromAnnotationName(fakePath);
+                assert.strictEqual(result, "dataItemValue");
+                assert((client.pathTemplates.annotationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchAnnotationFromAnnotationName', () => {
+                const result = client.matchAnnotationFromAnnotationName(fakePath);
+                assert.strictEqual(result, "annotationValue");
+                assert((client.pathTemplates.annotationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('annotationSpec', () => {
+            const fakePath = "/rendered/path/annotationSpec";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                dataset: "datasetValue",
+                annotation_spec: "annotationSpecValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.annotationSpecPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.annotationSpecPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('annotationSpecPath', () => {
+                const result = client.annotationSpecPath("projectValue", "locationValue", "datasetValue", "annotationSpecValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.annotationSpecPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromAnnotationSpecName', () => {
+                const result = client.matchProjectFromAnnotationSpecName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.annotationSpecPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromAnnotationSpecName', () => {
+                const result = client.matchLocationFromAnnotationSpecName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.annotationSpecPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDatasetFromAnnotationSpecName', () => {
+                const result = client.matchDatasetFromAnnotationSpecName(fakePath);
+                assert.strictEqual(result, "datasetValue");
+                assert((client.pathTemplates.annotationSpecPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchAnnotationSpecFromAnnotationSpecName', () => {
+                const result = client.matchAnnotationSpecFromAnnotationSpecName(fakePath);
+                assert.strictEqual(result, "annotationSpecValue");
+                assert((client.pathTemplates.annotationSpecPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('artifact', () => {
+            const fakePath = "/rendered/path/artifact";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                metadata_store: "metadataStoreValue",
+                artifact: "artifactValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.artifactPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.artifactPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('artifactPath', () => {
+                const result = client.artifactPath("projectValue", "locationValue", "metadataStoreValue", "artifactValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.artifactPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromArtifactName', () => {
+                const result = client.matchProjectFromArtifactName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.artifactPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromArtifactName', () => {
+                const result = client.matchLocationFromArtifactName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.artifactPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchMetadataStoreFromArtifactName', () => {
+                const result = client.matchMetadataStoreFromArtifactName(fakePath);
+                assert.strictEqual(result, "metadataStoreValue");
+                assert((client.pathTemplates.artifactPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchArtifactFromArtifactName', () => {
+                const result = client.matchArtifactFromArtifactName(fakePath);
+                assert.strictEqual(result, "artifactValue");
+                assert((client.pathTemplates.artifactPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('batchPredictionJob', () => {
+            const fakePath = "/rendered/path/batchPredictionJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                batch_prediction_job: "batchPredictionJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.batchPredictionJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.batchPredictionJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('batchPredictionJobPath', () => {
+                const result = client.batchPredictionJobPath("projectValue", "locationValue", "batchPredictionJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.batchPredictionJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromBatchPredictionJobName', () => {
+                const result = client.matchProjectFromBatchPredictionJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.batchPredictionJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromBatchPredictionJobName', () => {
+                const result = client.matchLocationFromBatchPredictionJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.batchPredictionJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchBatchPredictionJobFromBatchPredictionJobName', () => {
+                const result = client.matchBatchPredictionJobFromBatchPredictionJobName(fakePath);
+                assert.strictEqual(result, "batchPredictionJobValue");
+                assert((client.pathTemplates.batchPredictionJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('context', () => {
+            const fakePath = "/rendered/path/context";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                metadata_store: "metadataStoreValue",
+                context: "contextValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.contextPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.contextPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('contextPath', () => {
+                const result = client.contextPath("projectValue", "locationValue", "metadataStoreValue", "contextValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.contextPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromContextName', () => {
+                const result = client.matchProjectFromContextName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.contextPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromContextName', () => {
+                const result = client.matchLocationFromContextName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.contextPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchMetadataStoreFromContextName', () => {
+                const result = client.matchMetadataStoreFromContextName(fakePath);
+                assert.strictEqual(result, "metadataStoreValue");
+                assert((client.pathTemplates.contextPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchContextFromContextName', () => {
+                const result = client.matchContextFromContextName(fakePath);
+                assert.strictEqual(result, "contextValue");
+                assert((client.pathTemplates.contextPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('customJob', () => {
+            const fakePath = "/rendered/path/customJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                custom_job: "customJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.customJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.customJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('customJobPath', () => {
+                const result = client.customJobPath("projectValue", "locationValue", "customJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.customJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCustomJobName', () => {
+                const result = client.matchProjectFromCustomJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.customJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCustomJobName', () => {
+                const result = client.matchLocationFromCustomJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.customJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCustomJobFromCustomJobName', () => {
+                const result = client.matchCustomJobFromCustomJobName(fakePath);
+                assert.strictEqual(result, "customJobValue");
+                assert((client.pathTemplates.customJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('dataItem', () => {
+            const fakePath = "/rendered/path/dataItem";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                dataset: "datasetValue",
+                data_item: "dataItemValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.dataItemPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.dataItemPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('dataItemPath', () => {
+                const result = client.dataItemPath("projectValue", "locationValue", "datasetValue", "dataItemValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.dataItemPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromDataItemName', () => {
+                const result = client.matchProjectFromDataItemName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.dataItemPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromDataItemName', () => {
+                const result = client.matchLocationFromDataItemName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.dataItemPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDatasetFromDataItemName', () => {
+                const result = client.matchDatasetFromDataItemName(fakePath);
+                assert.strictEqual(result, "datasetValue");
+                assert((client.pathTemplates.dataItemPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDataItemFromDataItemName', () => {
+                const result = client.matchDataItemFromDataItemName(fakePath);
+                assert.strictEqual(result, "dataItemValue");
+                assert((client.pathTemplates.dataItemPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('dataLabelingJob', () => {
+            const fakePath = "/rendered/path/dataLabelingJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                data_labeling_job: "dataLabelingJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.dataLabelingJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.dataLabelingJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('dataLabelingJobPath', () => {
+                const result = client.dataLabelingJobPath("projectValue", "locationValue", "dataLabelingJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.dataLabelingJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromDataLabelingJobName', () => {
+                const result = client.matchProjectFromDataLabelingJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.dataLabelingJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromDataLabelingJobName', () => {
+                const result = client.matchLocationFromDataLabelingJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.dataLabelingJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDataLabelingJobFromDataLabelingJobName', () => {
+                const result = client.matchDataLabelingJobFromDataLabelingJobName(fakePath);
+                assert.strictEqual(result, "dataLabelingJobValue");
+                assert((client.pathTemplates.dataLabelingJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('dataset', () => {
+            const fakePath = "/rendered/path/dataset";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                dataset: "datasetValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.datasetPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.datasetPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('datasetPath', () => {
+                const result = client.datasetPath("projectValue", "locationValue", "datasetValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.datasetPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromDatasetName', () => {
+                const result = client.matchProjectFromDatasetName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.datasetPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromDatasetName', () => {
+                const result = client.matchLocationFromDatasetName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.datasetPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDatasetFromDatasetName', () => {
+                const result = client.matchDatasetFromDatasetName(fakePath);
+                assert.strictEqual(result, "datasetValue");
+                assert((client.pathTemplates.datasetPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('datasetVersion', () => {
+            const fakePath = "/rendered/path/datasetVersion";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                dataset: "datasetValue",
+                dataset_version: "datasetVersionValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.datasetVersionPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.datasetVersionPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('datasetVersionPath', () => {
+                const result = client.datasetVersionPath("projectValue", "locationValue", "datasetValue", "datasetVersionValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.datasetVersionPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromDatasetVersionName', () => {
+                const result = client.matchProjectFromDatasetVersionName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.datasetVersionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromDatasetVersionName', () => {
+                const result = client.matchLocationFromDatasetVersionName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.datasetVersionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDatasetFromDatasetVersionName', () => {
+                const result = client.matchDatasetFromDatasetVersionName(fakePath);
+                assert.strictEqual(result, "datasetValue");
+                assert((client.pathTemplates.datasetVersionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDatasetVersionFromDatasetVersionName', () => {
+                const result = client.matchDatasetVersionFromDatasetVersionName(fakePath);
+                assert.strictEqual(result, "datasetVersionValue");
+                assert((client.pathTemplates.datasetVersionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('deploymentResourcePool', () => {
+            const fakePath = "/rendered/path/deploymentResourcePool";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                deployment_resource_pool: "deploymentResourcePoolValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.deploymentResourcePoolPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.deploymentResourcePoolPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('deploymentResourcePoolPath', () => {
+                const result = client.deploymentResourcePoolPath("projectValue", "locationValue", "deploymentResourcePoolValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.deploymentResourcePoolPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromDeploymentResourcePoolName', () => {
+                const result = client.matchProjectFromDeploymentResourcePoolName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.deploymentResourcePoolPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromDeploymentResourcePoolName', () => {
+                const result = client.matchLocationFromDeploymentResourcePoolName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.deploymentResourcePoolPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDeploymentResourcePoolFromDeploymentResourcePoolName', () => {
+                const result = client.matchDeploymentResourcePoolFromDeploymentResourcePoolName(fakePath);
+                assert.strictEqual(result, "deploymentResourcePoolValue");
+                assert((client.pathTemplates.deploymentResourcePoolPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('entityType', () => {
+            const fakePath = "/rendered/path/entityType";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                featurestore: "featurestoreValue",
+                entity_type: "entityTypeValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.entityTypePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.entityTypePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('entityTypePath', () => {
+                const result = client.entityTypePath("projectValue", "locationValue", "featurestoreValue", "entityTypeValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.entityTypePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromEntityTypeName', () => {
+                const result = client.matchProjectFromEntityTypeName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.entityTypePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromEntityTypeName', () => {
+                const result = client.matchLocationFromEntityTypeName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.entityTypePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeaturestoreFromEntityTypeName', () => {
+                const result = client.matchFeaturestoreFromEntityTypeName(fakePath);
+                assert.strictEqual(result, "featurestoreValue");
+                assert((client.pathTemplates.entityTypePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchEntityTypeFromEntityTypeName', () => {
+                const result = client.matchEntityTypeFromEntityTypeName(fakePath);
+                assert.strictEqual(result, "entityTypeValue");
+                assert((client.pathTemplates.entityTypePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('execution', () => {
+            const fakePath = "/rendered/path/execution";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                metadata_store: "metadataStoreValue",
+                execution: "executionValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.executionPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.executionPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('executionPath', () => {
+                const result = client.executionPath("projectValue", "locationValue", "metadataStoreValue", "executionValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.executionPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromExecutionName', () => {
+                const result = client.matchProjectFromExecutionName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.executionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromExecutionName', () => {
+                const result = client.matchLocationFromExecutionName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.executionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchMetadataStoreFromExecutionName', () => {
+                const result = client.matchMetadataStoreFromExecutionName(fakePath);
+                assert.strictEqual(result, "metadataStoreValue");
+                assert((client.pathTemplates.executionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchExecutionFromExecutionName', () => {
+                const result = client.matchExecutionFromExecutionName(fakePath);
+                assert.strictEqual(result, "executionValue");
+                assert((client.pathTemplates.executionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('extension', () => {
+            const fakePath = "/rendered/path/extension";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                extension: "extensionValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.extensionPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.extensionPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('extensionPath', () => {
+                const result = client.extensionPath("projectValue", "locationValue", "extensionValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.extensionPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromExtensionName', () => {
+                const result = client.matchProjectFromExtensionName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.extensionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromExtensionName', () => {
+                const result = client.matchLocationFromExtensionName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.extensionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchExtensionFromExtensionName', () => {
+                const result = client.matchExtensionFromExtensionName(fakePath);
+                assert.strictEqual(result, "extensionValue");
+                assert((client.pathTemplates.extensionPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('featureGroup', () => {
+            const fakePath = "/rendered/path/featureGroup";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                feature_group: "featureGroupValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.featureGroupPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.featureGroupPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('featureGroupPath', () => {
+                const result = client.featureGroupPath("projectValue", "locationValue", "featureGroupValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.featureGroupPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromFeatureGroupName', () => {
+                const result = client.matchProjectFromFeatureGroupName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.featureGroupPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromFeatureGroupName', () => {
+                const result = client.matchLocationFromFeatureGroupName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.featureGroupPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeatureGroupFromFeatureGroupName', () => {
+                const result = client.matchFeatureGroupFromFeatureGroupName(fakePath);
+                assert.strictEqual(result, "featureGroupValue");
+                assert((client.pathTemplates.featureGroupPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('featureOnlineStore', () => {
+            const fakePath = "/rendered/path/featureOnlineStore";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                feature_online_store: "featureOnlineStoreValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.featureOnlineStorePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.featureOnlineStorePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('featureOnlineStorePath', () => {
+                const result = client.featureOnlineStorePath("projectValue", "locationValue", "featureOnlineStoreValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.featureOnlineStorePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromFeatureOnlineStoreName', () => {
+                const result = client.matchProjectFromFeatureOnlineStoreName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.featureOnlineStorePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromFeatureOnlineStoreName', () => {
+                const result = client.matchLocationFromFeatureOnlineStoreName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.featureOnlineStorePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeatureOnlineStoreFromFeatureOnlineStoreName', () => {
+                const result = client.matchFeatureOnlineStoreFromFeatureOnlineStoreName(fakePath);
+                assert.strictEqual(result, "featureOnlineStoreValue");
+                assert((client.pathTemplates.featureOnlineStorePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('featureView', () => {
+            const fakePath = "/rendered/path/featureView";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                feature_online_store: "featureOnlineStoreValue",
+                feature_view: "featureViewValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.featureViewPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.featureViewPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('featureViewPath', () => {
+                const result = client.featureViewPath("projectValue", "locationValue", "featureOnlineStoreValue", "featureViewValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.featureViewPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromFeatureViewName', () => {
+                const result = client.matchProjectFromFeatureViewName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.featureViewPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromFeatureViewName', () => {
+                const result = client.matchLocationFromFeatureViewName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.featureViewPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeatureOnlineStoreFromFeatureViewName', () => {
+                const result = client.matchFeatureOnlineStoreFromFeatureViewName(fakePath);
+                assert.strictEqual(result, "featureOnlineStoreValue");
+                assert((client.pathTemplates.featureViewPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeatureViewFromFeatureViewName', () => {
+                const result = client.matchFeatureViewFromFeatureViewName(fakePath);
+                assert.strictEqual(result, "featureViewValue");
+                assert((client.pathTemplates.featureViewPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('featureViewSync', () => {
+            const fakePath = "/rendered/path/featureViewSync";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                feature_online_store: "featureOnlineStoreValue",
+                feature_view: "featureViewValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.featureViewSyncPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.featureViewSyncPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('featureViewSyncPath', () => {
+                const result = client.featureViewSyncPath("projectValue", "locationValue", "featureOnlineStoreValue", "featureViewValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.featureViewSyncPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromFeatureViewSyncName', () => {
+                const result = client.matchProjectFromFeatureViewSyncName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.featureViewSyncPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromFeatureViewSyncName', () => {
+                const result = client.matchLocationFromFeatureViewSyncName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.featureViewSyncPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeatureOnlineStoreFromFeatureViewSyncName', () => {
+                const result = client.matchFeatureOnlineStoreFromFeatureViewSyncName(fakePath);
+                assert.strictEqual(result, "featureOnlineStoreValue");
+                assert((client.pathTemplates.featureViewSyncPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeatureViewFromFeatureViewSyncName', () => {
+                const result = client.matchFeatureViewFromFeatureViewSyncName(fakePath);
+                assert.strictEqual(result, "featureViewValue");
+                assert((client.pathTemplates.featureViewSyncPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('featurestore', () => {
+            const fakePath = "/rendered/path/featurestore";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                featurestore: "featurestoreValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.featurestorePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.featurestorePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('featurestorePath', () => {
+                const result = client.featurestorePath("projectValue", "locationValue", "featurestoreValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.featurestorePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromFeaturestoreName', () => {
+                const result = client.matchProjectFromFeaturestoreName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.featurestorePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromFeaturestoreName', () => {
+                const result = client.matchLocationFromFeaturestoreName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.featurestorePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeaturestoreFromFeaturestoreName', () => {
+                const result = client.matchFeaturestoreFromFeaturestoreName(fakePath);
+                assert.strictEqual(result, "featurestoreValue");
+                assert((client.pathTemplates.featurestorePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('hyperparameterTuningJob', () => {
+            const fakePath = "/rendered/path/hyperparameterTuningJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                hyperparameter_tuning_job: "hyperparameterTuningJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.hyperparameterTuningJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.hyperparameterTuningJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('hyperparameterTuningJobPath', () => {
+                const result = client.hyperparameterTuningJobPath("projectValue", "locationValue", "hyperparameterTuningJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.hyperparameterTuningJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromHyperparameterTuningJobName', () => {
+                const result = client.matchProjectFromHyperparameterTuningJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.hyperparameterTuningJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromHyperparameterTuningJobName', () => {
+                const result = client.matchLocationFromHyperparameterTuningJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.hyperparameterTuningJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchHyperparameterTuningJobFromHyperparameterTuningJobName', () => {
+                const result = client.matchHyperparameterTuningJobFromHyperparameterTuningJobName(fakePath);
+                assert.strictEqual(result, "hyperparameterTuningJobValue");
+                assert((client.pathTemplates.hyperparameterTuningJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('index', () => {
+            const fakePath = "/rendered/path/index";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                index: "indexValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.indexPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.indexPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('indexPath', () => {
+                const result = client.indexPath("projectValue", "locationValue", "indexValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.indexPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromIndexName', () => {
+                const result = client.matchProjectFromIndexName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.indexPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromIndexName', () => {
+                const result = client.matchLocationFromIndexName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.indexPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchIndexFromIndexName', () => {
+                const result = client.matchIndexFromIndexName(fakePath);
+                assert.strictEqual(result, "indexValue");
+                assert((client.pathTemplates.indexPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('indexEndpoint', () => {
+            const fakePath = "/rendered/path/indexEndpoint";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                index_endpoint: "indexEndpointValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.indexEndpointPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.indexEndpointPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('indexEndpointPath', () => {
+                const result = client.indexEndpointPath("projectValue", "locationValue", "indexEndpointValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.indexEndpointPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromIndexEndpointName', () => {
+                const result = client.matchProjectFromIndexEndpointName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.indexEndpointPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromIndexEndpointName', () => {
+                const result = client.matchLocationFromIndexEndpointName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.indexEndpointPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchIndexEndpointFromIndexEndpointName', () => {
+                const result = client.matchIndexEndpointFromIndexEndpointName(fakePath);
+                assert.strictEqual(result, "indexEndpointValue");
+                assert((client.pathTemplates.indexEndpointPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('location', () => {
+            const fakePath = "/rendered/path/location";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.locationPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.locationPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('locationPath', () => {
+                const result = client.locationPath("projectValue", "locationValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.locationPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromLocationName', () => {
+                const result = client.matchProjectFromLocationName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.locationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromLocationName', () => {
+                const result = client.matchLocationFromLocationName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.locationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('metadataSchema', () => {
+            const fakePath = "/rendered/path/metadataSchema";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                metadata_store: "metadataStoreValue",
+                metadata_schema: "metadataSchemaValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.metadataSchemaPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.metadataSchemaPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('metadataSchemaPath', () => {
+                const result = client.metadataSchemaPath("projectValue", "locationValue", "metadataStoreValue", "metadataSchemaValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.metadataSchemaPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromMetadataSchemaName', () => {
+                const result = client.matchProjectFromMetadataSchemaName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.metadataSchemaPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromMetadataSchemaName', () => {
+                const result = client.matchLocationFromMetadataSchemaName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.metadataSchemaPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchMetadataStoreFromMetadataSchemaName', () => {
+                const result = client.matchMetadataStoreFromMetadataSchemaName(fakePath);
+                assert.strictEqual(result, "metadataStoreValue");
+                assert((client.pathTemplates.metadataSchemaPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchMetadataSchemaFromMetadataSchemaName', () => {
+                const result = client.matchMetadataSchemaFromMetadataSchemaName(fakePath);
+                assert.strictEqual(result, "metadataSchemaValue");
+                assert((client.pathTemplates.metadataSchemaPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('metadataStore', () => {
+            const fakePath = "/rendered/path/metadataStore";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                metadata_store: "metadataStoreValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.metadataStorePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.metadataStorePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('metadataStorePath', () => {
+                const result = client.metadataStorePath("projectValue", "locationValue", "metadataStoreValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.metadataStorePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromMetadataStoreName', () => {
+                const result = client.matchProjectFromMetadataStoreName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.metadataStorePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromMetadataStoreName', () => {
+                const result = client.matchLocationFromMetadataStoreName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.metadataStorePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchMetadataStoreFromMetadataStoreName', () => {
+                const result = client.matchMetadataStoreFromMetadataStoreName(fakePath);
+                assert.strictEqual(result, "metadataStoreValue");
+                assert((client.pathTemplates.metadataStorePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('model', () => {
+            const fakePath = "/rendered/path/model";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                model: "modelValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.modelPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.modelPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('modelPath', () => {
+                const result = client.modelPath("projectValue", "locationValue", "modelValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.modelPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromModelName', () => {
+                const result = client.matchProjectFromModelName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.modelPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromModelName', () => {
+                const result = client.matchLocationFromModelName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.modelPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchModelFromModelName', () => {
+                const result = client.matchModelFromModelName(fakePath);
+                assert.strictEqual(result, "modelValue");
+                assert((client.pathTemplates.modelPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('modelDeploymentMonitoringJob', () => {
+            const fakePath = "/rendered/path/modelDeploymentMonitoringJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                model_deployment_monitoring_job: "modelDeploymentMonitoringJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.modelDeploymentMonitoringJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.modelDeploymentMonitoringJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('modelDeploymentMonitoringJobPath', () => {
+                const result = client.modelDeploymentMonitoringJobPath("projectValue", "locationValue", "modelDeploymentMonitoringJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.modelDeploymentMonitoringJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromModelDeploymentMonitoringJobName', () => {
+                const result = client.matchProjectFromModelDeploymentMonitoringJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.modelDeploymentMonitoringJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromModelDeploymentMonitoringJobName', () => {
+                const result = client.matchLocationFromModelDeploymentMonitoringJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.modelDeploymentMonitoringJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchModelDeploymentMonitoringJobFromModelDeploymentMonitoringJobName', () => {
+                const result = client.matchModelDeploymentMonitoringJobFromModelDeploymentMonitoringJobName(fakePath);
+                assert.strictEqual(result, "modelDeploymentMonitoringJobValue");
+                assert((client.pathTemplates.modelDeploymentMonitoringJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('modelEvaluation', () => {
+            const fakePath = "/rendered/path/modelEvaluation";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                model: "modelValue",
+                evaluation: "evaluationValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.modelEvaluationPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.modelEvaluationPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('modelEvaluationPath', () => {
+                const result = client.modelEvaluationPath("projectValue", "locationValue", "modelValue", "evaluationValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.modelEvaluationPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromModelEvaluationName', () => {
+                const result = client.matchProjectFromModelEvaluationName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.modelEvaluationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromModelEvaluationName', () => {
+                const result = client.matchLocationFromModelEvaluationName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.modelEvaluationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchModelFromModelEvaluationName', () => {
+                const result = client.matchModelFromModelEvaluationName(fakePath);
+                assert.strictEqual(result, "modelValue");
+                assert((client.pathTemplates.modelEvaluationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchEvaluationFromModelEvaluationName', () => {
+                const result = client.matchEvaluationFromModelEvaluationName(fakePath);
+                assert.strictEqual(result, "evaluationValue");
+                assert((client.pathTemplates.modelEvaluationPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('modelEvaluationSlice', () => {
+            const fakePath = "/rendered/path/modelEvaluationSlice";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                model: "modelValue",
+                evaluation: "evaluationValue",
+                slice: "sliceValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.modelEvaluationSlicePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.modelEvaluationSlicePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('modelEvaluationSlicePath', () => {
+                const result = client.modelEvaluationSlicePath("projectValue", "locationValue", "modelValue", "evaluationValue", "sliceValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.modelEvaluationSlicePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromModelEvaluationSliceName', () => {
+                const result = client.matchProjectFromModelEvaluationSliceName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.modelEvaluationSlicePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromModelEvaluationSliceName', () => {
+                const result = client.matchLocationFromModelEvaluationSliceName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.modelEvaluationSlicePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchModelFromModelEvaluationSliceName', () => {
+                const result = client.matchModelFromModelEvaluationSliceName(fakePath);
+                assert.strictEqual(result, "modelValue");
+                assert((client.pathTemplates.modelEvaluationSlicePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchEvaluationFromModelEvaluationSliceName', () => {
+                const result = client.matchEvaluationFromModelEvaluationSliceName(fakePath);
+                assert.strictEqual(result, "evaluationValue");
+                assert((client.pathTemplates.modelEvaluationSlicePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchSliceFromModelEvaluationSliceName', () => {
+                const result = client.matchSliceFromModelEvaluationSliceName(fakePath);
+                assert.strictEqual(result, "sliceValue");
+                assert((client.pathTemplates.modelEvaluationSlicePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('modelMonitor', () => {
+            const fakePath = "/rendered/path/modelMonitor";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                model_monitor: "modelMonitorValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.modelMonitorPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.modelMonitorPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('modelMonitorPath', () => {
+                const result = client.modelMonitorPath("projectValue", "locationValue", "modelMonitorValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.modelMonitorPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromModelMonitorName', () => {
+                const result = client.matchProjectFromModelMonitorName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.modelMonitorPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromModelMonitorName', () => {
+                const result = client.matchLocationFromModelMonitorName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.modelMonitorPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchModelMonitorFromModelMonitorName', () => {
+                const result = client.matchModelMonitorFromModelMonitorName(fakePath);
+                assert.strictEqual(result, "modelMonitorValue");
+                assert((client.pathTemplates.modelMonitorPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('modelMonitoringJob', () => {
+            const fakePath = "/rendered/path/modelMonitoringJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                model_monitor: "modelMonitorValue",
+                model_monitoring_job: "modelMonitoringJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.modelMonitoringJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.modelMonitoringJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('modelMonitoringJobPath', () => {
+                const result = client.modelMonitoringJobPath("projectValue", "locationValue", "modelMonitorValue", "modelMonitoringJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.modelMonitoringJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromModelMonitoringJobName', () => {
+                const result = client.matchProjectFromModelMonitoringJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.modelMonitoringJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromModelMonitoringJobName', () => {
+                const result = client.matchLocationFromModelMonitoringJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.modelMonitoringJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchModelMonitorFromModelMonitoringJobName', () => {
+                const result = client.matchModelMonitorFromModelMonitoringJobName(fakePath);
+                assert.strictEqual(result, "modelMonitorValue");
+                assert((client.pathTemplates.modelMonitoringJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchModelMonitoringJobFromModelMonitoringJobName', () => {
+                const result = client.matchModelMonitoringJobFromModelMonitoringJobName(fakePath);
+                assert.strictEqual(result, "modelMonitoringJobValue");
+                assert((client.pathTemplates.modelMonitoringJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('nasJob', () => {
+            const fakePath = "/rendered/path/nasJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                nas_job: "nasJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.nasJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.nasJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('nasJobPath', () => {
+                const result = client.nasJobPath("projectValue", "locationValue", "nasJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.nasJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromNasJobName', () => {
+                const result = client.matchProjectFromNasJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.nasJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromNasJobName', () => {
+                const result = client.matchLocationFromNasJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.nasJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchNasJobFromNasJobName', () => {
+                const result = client.matchNasJobFromNasJobName(fakePath);
+                assert.strictEqual(result, "nasJobValue");
+                assert((client.pathTemplates.nasJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('nasTrialDetail', () => {
+            const fakePath = "/rendered/path/nasTrialDetail";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                nas_job: "nasJobValue",
+                nas_trial_detail: "nasTrialDetailValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.nasTrialDetailPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.nasTrialDetailPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('nasTrialDetailPath', () => {
+                const result = client.nasTrialDetailPath("projectValue", "locationValue", "nasJobValue", "nasTrialDetailValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.nasTrialDetailPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromNasTrialDetailName', () => {
+                const result = client.matchProjectFromNasTrialDetailName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.nasTrialDetailPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromNasTrialDetailName', () => {
+                const result = client.matchLocationFromNasTrialDetailName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.nasTrialDetailPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchNasJobFromNasTrialDetailName', () => {
+                const result = client.matchNasJobFromNasTrialDetailName(fakePath);
+                assert.strictEqual(result, "nasJobValue");
+                assert((client.pathTemplates.nasTrialDetailPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchNasTrialDetailFromNasTrialDetailName', () => {
+                const result = client.matchNasTrialDetailFromNasTrialDetailName(fakePath);
+                assert.strictEqual(result, "nasTrialDetailValue");
+                assert((client.pathTemplates.nasTrialDetailPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('notebookExecutionJob', () => {
+            const fakePath = "/rendered/path/notebookExecutionJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                notebook_execution_job: "notebookExecutionJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.notebookExecutionJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.notebookExecutionJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('notebookExecutionJobPath', () => {
+                const result = client.notebookExecutionJobPath("projectValue", "locationValue", "notebookExecutionJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.notebookExecutionJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromNotebookExecutionJobName', () => {
+                const result = client.matchProjectFromNotebookExecutionJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.notebookExecutionJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromNotebookExecutionJobName', () => {
+                const result = client.matchLocationFromNotebookExecutionJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.notebookExecutionJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchNotebookExecutionJobFromNotebookExecutionJobName', () => {
+                const result = client.matchNotebookExecutionJobFromNotebookExecutionJobName(fakePath);
+                assert.strictEqual(result, "notebookExecutionJobValue");
+                assert((client.pathTemplates.notebookExecutionJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('notebookRuntime', () => {
+            const fakePath = "/rendered/path/notebookRuntime";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                notebook_runtime: "notebookRuntimeValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.notebookRuntimePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.notebookRuntimePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('notebookRuntimePath', () => {
+                const result = client.notebookRuntimePath("projectValue", "locationValue", "notebookRuntimeValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.notebookRuntimePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromNotebookRuntimeName', () => {
+                const result = client.matchProjectFromNotebookRuntimeName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.notebookRuntimePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromNotebookRuntimeName', () => {
+                const result = client.matchLocationFromNotebookRuntimeName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.notebookRuntimePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchNotebookRuntimeFromNotebookRuntimeName', () => {
+                const result = client.matchNotebookRuntimeFromNotebookRuntimeName(fakePath);
+                assert.strictEqual(result, "notebookRuntimeValue");
+                assert((client.pathTemplates.notebookRuntimePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('notebookRuntimeTemplate', () => {
+            const fakePath = "/rendered/path/notebookRuntimeTemplate";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                notebook_runtime_template: "notebookRuntimeTemplateValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.notebookRuntimeTemplatePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.notebookRuntimeTemplatePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('notebookRuntimeTemplatePath', () => {
+                const result = client.notebookRuntimeTemplatePath("projectValue", "locationValue", "notebookRuntimeTemplateValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.notebookRuntimeTemplatePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromNotebookRuntimeTemplateName', () => {
+                const result = client.matchProjectFromNotebookRuntimeTemplateName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.notebookRuntimeTemplatePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromNotebookRuntimeTemplateName', () => {
+                const result = client.matchLocationFromNotebookRuntimeTemplateName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.notebookRuntimeTemplatePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchNotebookRuntimeTemplateFromNotebookRuntimeTemplateName', () => {
+                const result = client.matchNotebookRuntimeTemplateFromNotebookRuntimeTemplateName(fakePath);
+                assert.strictEqual(result, "notebookRuntimeTemplateValue");
+                assert((client.pathTemplates.notebookRuntimeTemplatePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('persistentResource', () => {
+            const fakePath = "/rendered/path/persistentResource";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                persistent_resource: "persistentResourceValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.persistentResourcePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.persistentResourcePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('persistentResourcePath', () => {
+                const result = client.persistentResourcePath("projectValue", "locationValue", "persistentResourceValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.persistentResourcePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromPersistentResourceName', () => {
+                const result = client.matchProjectFromPersistentResourceName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.persistentResourcePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromPersistentResourceName', () => {
+                const result = client.matchLocationFromPersistentResourceName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.persistentResourcePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchPersistentResourceFromPersistentResourceName', () => {
+                const result = client.matchPersistentResourceFromPersistentResourceName(fakePath);
+                assert.strictEqual(result, "persistentResourceValue");
+                assert((client.pathTemplates.persistentResourcePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('pipelineJob', () => {
+            const fakePath = "/rendered/path/pipelineJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                pipeline_job: "pipelineJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.pipelineJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.pipelineJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('pipelineJobPath', () => {
+                const result = client.pipelineJobPath("projectValue", "locationValue", "pipelineJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.pipelineJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromPipelineJobName', () => {
+                const result = client.matchProjectFromPipelineJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.pipelineJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromPipelineJobName', () => {
+                const result = client.matchLocationFromPipelineJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.pipelineJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchPipelineJobFromPipelineJobName', () => {
+                const result = client.matchPipelineJobFromPipelineJobName(fakePath);
+                assert.strictEqual(result, "pipelineJobValue");
+                assert((client.pathTemplates.pipelineJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('project', () => {
+            const fakePath = "/rendered/path/project";
+            const expectedParameters = {
+                project: "projectValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.projectPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.projectPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('projectPath', () => {
+                const result = client.projectPath("projectValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.projectPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromProjectName', () => {
+                const result = client.matchProjectFromProjectName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.projectPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('projectLocationEndpoint', () => {
+            const fakePath = "/rendered/path/projectLocationEndpoint";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                endpoint: "endpointValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.projectLocationEndpointPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.projectLocationEndpointPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('projectLocationEndpointPath', () => {
+                const result = client.projectLocationEndpointPath("projectValue", "locationValue", "endpointValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.projectLocationEndpointPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromProjectLocationEndpointName', () => {
+                const result = client.matchProjectFromProjectLocationEndpointName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.projectLocationEndpointPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromProjectLocationEndpointName', () => {
+                const result = client.matchLocationFromProjectLocationEndpointName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.projectLocationEndpointPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchEndpointFromProjectLocationEndpointName', () => {
+                const result = client.matchEndpointFromProjectLocationEndpointName(fakePath);
+                assert.strictEqual(result, "endpointValue");
+                assert((client.pathTemplates.projectLocationEndpointPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('projectLocationFeatureGroupFeature', () => {
+            const fakePath = "/rendered/path/projectLocationFeatureGroupFeature";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                feature_group: "featureGroupValue",
+                feature: "featureValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('projectLocationFeatureGroupFeaturePath', () => {
+                const result = client.projectLocationFeatureGroupFeaturePath("projectValue", "locationValue", "featureGroupValue", "featureValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromProjectLocationFeatureGroupFeatureName', () => {
+                const result = client.matchProjectFromProjectLocationFeatureGroupFeatureName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromProjectLocationFeatureGroupFeatureName', () => {
+                const result = client.matchLocationFromProjectLocationFeatureGroupFeatureName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeatureGroupFromProjectLocationFeatureGroupFeatureName', () => {
+                const result = client.matchFeatureGroupFromProjectLocationFeatureGroupFeatureName(fakePath);
+                assert.strictEqual(result, "featureGroupValue");
+                assert((client.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeatureFromProjectLocationFeatureGroupFeatureName', () => {
+                const result = client.matchFeatureFromProjectLocationFeatureGroupFeatureName(fakePath);
+                assert.strictEqual(result, "featureValue");
+                assert((client.pathTemplates.projectLocationFeatureGroupFeaturePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('projectLocationFeaturestoreEntityTypeFeature', () => {
+            const fakePath = "/rendered/path/projectLocationFeaturestoreEntityTypeFeature";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                featurestore: "featurestoreValue",
+                entity_type: "entityTypeValue",
+                feature: "featureValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('projectLocationFeaturestoreEntityTypeFeaturePath', () => {
+                const result = client.projectLocationFeaturestoreEntityTypeFeaturePath("projectValue", "locationValue", "featurestoreValue", "entityTypeValue", "featureValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromProjectLocationFeaturestoreEntityTypeFeatureName', () => {
+                const result = client.matchProjectFromProjectLocationFeaturestoreEntityTypeFeatureName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromProjectLocationFeaturestoreEntityTypeFeatureName', () => {
+                const result = client.matchLocationFromProjectLocationFeaturestoreEntityTypeFeatureName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeaturestoreFromProjectLocationFeaturestoreEntityTypeFeatureName', () => {
+                const result = client.matchFeaturestoreFromProjectLocationFeaturestoreEntityTypeFeatureName(fakePath);
+                assert.strictEqual(result, "featurestoreValue");
+                assert((client.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchEntityTypeFromProjectLocationFeaturestoreEntityTypeFeatureName', () => {
+                const result = client.matchEntityTypeFromProjectLocationFeaturestoreEntityTypeFeatureName(fakePath);
+                assert.strictEqual(result, "entityTypeValue");
+                assert((client.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchFeatureFromProjectLocationFeaturestoreEntityTypeFeatureName', () => {
+                const result = client.matchFeatureFromProjectLocationFeaturestoreEntityTypeFeatureName(fakePath);
+                assert.strictEqual(result, "featureValue");
+                assert((client.pathTemplates.projectLocationFeaturestoreEntityTypeFeaturePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('projectLocationPublisherModel', () => {
+            const fakePath = "/rendered/path/projectLocationPublisherModel";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                publisher: "publisherValue",
+                model: "modelValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.projectLocationPublisherModelPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.projectLocationPublisherModelPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('projectLocationPublisherModelPath', () => {
+                const result = client.projectLocationPublisherModelPath("projectValue", "locationValue", "publisherValue", "modelValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.projectLocationPublisherModelPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromProjectLocationPublisherModelName', () => {
+                const result = client.matchProjectFromProjectLocationPublisherModelName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.projectLocationPublisherModelPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromProjectLocationPublisherModelName', () => {
+                const result = client.matchLocationFromProjectLocationPublisherModelName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.projectLocationPublisherModelPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchPublisherFromProjectLocationPublisherModelName', () => {
+                const result = client.matchPublisherFromProjectLocationPublisherModelName(fakePath);
+                assert.strictEqual(result, "publisherValue");
+                assert((client.pathTemplates.projectLocationPublisherModelPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchModelFromProjectLocationPublisherModelName', () => {
+                const result = client.matchModelFromProjectLocationPublisherModelName(fakePath);
+                assert.strictEqual(result, "modelValue");
+                assert((client.pathTemplates.projectLocationPublisherModelPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('publisherModel', () => {
+            const fakePath = "/rendered/path/publisherModel";
+            const expectedParameters = {
+                publisher: "publisherValue",
+                model: "modelValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.publisherModelPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.publisherModelPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('publisherModelPath', () => {
+                const result = client.publisherModelPath("publisherValue", "modelValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.publisherModelPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchPublisherFromPublisherModelName', () => {
+                const result = client.matchPublisherFromPublisherModelName(fakePath);
+                assert.strictEqual(result, "publisherValue");
+                assert((client.pathTemplates.publisherModelPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchModelFromPublisherModelName', () => {
+                const result = client.matchModelFromPublisherModelName(fakePath);
+                assert.strictEqual(result, "modelValue");
+                assert((client.pathTemplates.publisherModelPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('ragCorpus', () => {
+            const fakePath = "/rendered/path/ragCorpus";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                rag_corpus: "ragCorpusValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.ragCorpusPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.ragCorpusPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('ragCorpusPath', () => {
+                const result = client.ragCorpusPath("projectValue", "locationValue", "ragCorpusValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.ragCorpusPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromRagCorpusName', () => {
+                const result = client.matchProjectFromRagCorpusName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.ragCorpusPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromRagCorpusName', () => {
+                const result = client.matchLocationFromRagCorpusName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.ragCorpusPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchRagCorpusFromRagCorpusName', () => {
+                const result = client.matchRagCorpusFromRagCorpusName(fakePath);
+                assert.strictEqual(result, "ragCorpusValue");
+                assert((client.pathTemplates.ragCorpusPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('ragFile', () => {
+            const fakePath = "/rendered/path/ragFile";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                rag_corpus: "ragCorpusValue",
+                rag_file: "ragFileValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.ragFilePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.ragFilePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('ragFilePath', () => {
+                const result = client.ragFilePath("projectValue", "locationValue", "ragCorpusValue", "ragFileValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.ragFilePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromRagFileName', () => {
+                const result = client.matchProjectFromRagFileName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.ragFilePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromRagFileName', () => {
+                const result = client.matchLocationFromRagFileName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.ragFilePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchRagCorpusFromRagFileName', () => {
+                const result = client.matchRagCorpusFromRagFileName(fakePath);
+                assert.strictEqual(result, "ragCorpusValue");
+                assert((client.pathTemplates.ragFilePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchRagFileFromRagFileName', () => {
+                const result = client.matchRagFileFromRagFileName(fakePath);
+                assert.strictEqual(result, "ragFileValue");
+                assert((client.pathTemplates.ragFilePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('reasoningEngine', () => {
+            const fakePath = "/rendered/path/reasoningEngine";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                reasoning_engine: "reasoningEngineValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.reasoningEnginePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.reasoningEnginePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('reasoningEnginePath', () => {
+                const result = client.reasoningEnginePath("projectValue", "locationValue", "reasoningEngineValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.reasoningEnginePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromReasoningEngineName', () => {
+                const result = client.matchProjectFromReasoningEngineName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.reasoningEnginePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromReasoningEngineName', () => {
+                const result = client.matchLocationFromReasoningEngineName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.reasoningEnginePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchReasoningEngineFromReasoningEngineName', () => {
+                const result = client.matchReasoningEngineFromReasoningEngineName(fakePath);
+                assert.strictEqual(result, "reasoningEngineValue");
+                assert((client.pathTemplates.reasoningEnginePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('savedQuery', () => {
+            const fakePath = "/rendered/path/savedQuery";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                dataset: "datasetValue",
+                saved_query: "savedQueryValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.savedQueryPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.savedQueryPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('savedQueryPath', () => {
+                const result = client.savedQueryPath("projectValue", "locationValue", "datasetValue", "savedQueryValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.savedQueryPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromSavedQueryName', () => {
+                const result = client.matchProjectFromSavedQueryName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.savedQueryPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromSavedQueryName', () => {
+                const result = client.matchLocationFromSavedQueryName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.savedQueryPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchDatasetFromSavedQueryName', () => {
+                const result = client.matchDatasetFromSavedQueryName(fakePath);
+                assert.strictEqual(result, "datasetValue");
+                assert((client.pathTemplates.savedQueryPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchSavedQueryFromSavedQueryName', () => {
+                const result = client.matchSavedQueryFromSavedQueryName(fakePath);
+                assert.strictEqual(result, "savedQueryValue");
+                assert((client.pathTemplates.savedQueryPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('schedule', () => {
+            const fakePath = "/rendered/path/schedule";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                schedule: "scheduleValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.schedulePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.schedulePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('schedulePath', () => {
+                const result = client.schedulePath("projectValue", "locationValue", "scheduleValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.schedulePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromScheduleName', () => {
+                const result = client.matchProjectFromScheduleName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.schedulePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromScheduleName', () => {
+                const result = client.matchLocationFromScheduleName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.schedulePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchScheduleFromScheduleName', () => {
+                const result = client.matchScheduleFromScheduleName(fakePath);
+                assert.strictEqual(result, "scheduleValue");
+                assert((client.pathTemplates.schedulePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('specialistPool', () => {
+            const fakePath = "/rendered/path/specialistPool";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                specialist_pool: "specialistPoolValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.specialistPoolPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.specialistPoolPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('specialistPoolPath', () => {
+                const result = client.specialistPoolPath("projectValue", "locationValue", "specialistPoolValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.specialistPoolPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromSpecialistPoolName', () => {
+                const result = client.matchProjectFromSpecialistPoolName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.specialistPoolPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromSpecialistPoolName', () => {
+                const result = client.matchLocationFromSpecialistPoolName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.specialistPoolPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchSpecialistPoolFromSpecialistPoolName', () => {
+                const result = client.matchSpecialistPoolFromSpecialistPoolName(fakePath);
+                assert.strictEqual(result, "specialistPoolValue");
+                assert((client.pathTemplates.specialistPoolPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('study', () => {
+            const fakePath = "/rendered/path/study";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                study: "studyValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.studyPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.studyPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('studyPath', () => {
+                const result = client.studyPath("projectValue", "locationValue", "studyValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.studyPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromStudyName', () => {
+                const result = client.matchProjectFromStudyName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.studyPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromStudyName', () => {
+                const result = client.matchLocationFromStudyName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.studyPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchStudyFromStudyName', () => {
+                const result = client.matchStudyFromStudyName(fakePath);
+                assert.strictEqual(result, "studyValue");
+                assert((client.pathTemplates.studyPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('tensorboard', () => {
+            const fakePath = "/rendered/path/tensorboard";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                tensorboard: "tensorboardValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.tensorboardPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.tensorboardPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('tensorboardPath', () => {
+                const result = client.tensorboardPath("projectValue", "locationValue", "tensorboardValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.tensorboardPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromTensorboardName', () => {
+                const result = client.matchProjectFromTensorboardName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.tensorboardPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromTensorboardName', () => {
+                const result = client.matchLocationFromTensorboardName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.tensorboardPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchTensorboardFromTensorboardName', () => {
+                const result = client.matchTensorboardFromTensorboardName(fakePath);
+                assert.strictEqual(result, "tensorboardValue");
+                assert((client.pathTemplates.tensorboardPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('tensorboardExperiment', () => {
+            const fakePath = "/rendered/path/tensorboardExperiment";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                tensorboard: "tensorboardValue",
+                experiment: "experimentValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.tensorboardExperimentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.tensorboardExperimentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('tensorboardExperimentPath', () => {
+                const result = client.tensorboardExperimentPath("projectValue", "locationValue", "tensorboardValue", "experimentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.tensorboardExperimentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromTensorboardExperimentName', () => {
+                const result = client.matchProjectFromTensorboardExperimentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.tensorboardExperimentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromTensorboardExperimentName', () => {
+                const result = client.matchLocationFromTensorboardExperimentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.tensorboardExperimentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchTensorboardFromTensorboardExperimentName', () => {
+                const result = client.matchTensorboardFromTensorboardExperimentName(fakePath);
+                assert.strictEqual(result, "tensorboardValue");
+                assert((client.pathTemplates.tensorboardExperimentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchExperimentFromTensorboardExperimentName', () => {
+                const result = client.matchExperimentFromTensorboardExperimentName(fakePath);
+                assert.strictEqual(result, "experimentValue");
+                assert((client.pathTemplates.tensorboardExperimentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('tensorboardRun', () => {
+            const fakePath = "/rendered/path/tensorboardRun";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                tensorboard: "tensorboardValue",
+                experiment: "experimentValue",
+                run: "runValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.tensorboardRunPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.tensorboardRunPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('tensorboardRunPath', () => {
+                const result = client.tensorboardRunPath("projectValue", "locationValue", "tensorboardValue", "experimentValue", "runValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.tensorboardRunPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromTensorboardRunName', () => {
+                const result = client.matchProjectFromTensorboardRunName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.tensorboardRunPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromTensorboardRunName', () => {
+                const result = client.matchLocationFromTensorboardRunName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.tensorboardRunPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchTensorboardFromTensorboardRunName', () => {
+                const result = client.matchTensorboardFromTensorboardRunName(fakePath);
+                assert.strictEqual(result, "tensorboardValue");
+                assert((client.pathTemplates.tensorboardRunPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchExperimentFromTensorboardRunName', () => {
+                const result = client.matchExperimentFromTensorboardRunName(fakePath);
+                assert.strictEqual(result, "experimentValue");
+                assert((client.pathTemplates.tensorboardRunPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchRunFromTensorboardRunName', () => {
+                const result = client.matchRunFromTensorboardRunName(fakePath);
+                assert.strictEqual(result, "runValue");
+                assert((client.pathTemplates.tensorboardRunPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('tensorboardTimeSeries', () => {
+            const fakePath = "/rendered/path/tensorboardTimeSeries";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                tensorboard: "tensorboardValue",
+                experiment: "experimentValue",
+                run: "runValue",
+                time_series: "timeSeriesValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.tensorboardTimeSeriesPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.tensorboardTimeSeriesPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('tensorboardTimeSeriesPath', () => {
+                const result = client.tensorboardTimeSeriesPath("projectValue", "locationValue", "tensorboardValue", "experimentValue", "runValue", "timeSeriesValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.tensorboardTimeSeriesPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromTensorboardTimeSeriesName', () => {
+                const result = client.matchProjectFromTensorboardTimeSeriesName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.tensorboardTimeSeriesPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromTensorboardTimeSeriesName', () => {
+                const result = client.matchLocationFromTensorboardTimeSeriesName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.tensorboardTimeSeriesPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchTensorboardFromTensorboardTimeSeriesName', () => {
+                const result = client.matchTensorboardFromTensorboardTimeSeriesName(fakePath);
+                assert.strictEqual(result, "tensorboardValue");
+                assert((client.pathTemplates.tensorboardTimeSeriesPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchExperimentFromTensorboardTimeSeriesName', () => {
+                const result = client.matchExperimentFromTensorboardTimeSeriesName(fakePath);
+                assert.strictEqual(result, "experimentValue");
+                assert((client.pathTemplates.tensorboardTimeSeriesPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchRunFromTensorboardTimeSeriesName', () => {
+                const result = client.matchRunFromTensorboardTimeSeriesName(fakePath);
+                assert.strictEqual(result, "runValue");
+                assert((client.pathTemplates.tensorboardTimeSeriesPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchTimeSeriesFromTensorboardTimeSeriesName', () => {
+                const result = client.matchTimeSeriesFromTensorboardTimeSeriesName(fakePath);
+                assert.strictEqual(result, "timeSeriesValue");
+                assert((client.pathTemplates.tensorboardTimeSeriesPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('trainingPipeline', () => {
+            const fakePath = "/rendered/path/trainingPipeline";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                training_pipeline: "trainingPipelineValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.trainingPipelinePathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.trainingPipelinePathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('trainingPipelinePath', () => {
+                const result = client.trainingPipelinePath("projectValue", "locationValue", "trainingPipelineValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.trainingPipelinePathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromTrainingPipelineName', () => {
+                const result = client.matchProjectFromTrainingPipelineName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.trainingPipelinePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromTrainingPipelineName', () => {
+                const result = client.matchLocationFromTrainingPipelineName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.trainingPipelinePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchTrainingPipelineFromTrainingPipelineName', () => {
+                const result = client.matchTrainingPipelineFromTrainingPipelineName(fakePath);
+                assert.strictEqual(result, "trainingPipelineValue");
+                assert((client.pathTemplates.trainingPipelinePathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('trial', () => {
+            const fakePath = "/rendered/path/trial";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                study: "studyValue",
+                trial: "trialValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.trialPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.trialPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('trialPath', () => {
+                const result = client.trialPath("projectValue", "locationValue", "studyValue", "trialValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.trialPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromTrialName', () => {
+                const result = client.matchProjectFromTrialName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.trialPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromTrialName', () => {
+                const result = client.matchLocationFromTrialName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.trialPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchStudyFromTrialName', () => {
+                const result = client.matchStudyFromTrialName(fakePath);
+                assert.strictEqual(result, "studyValue");
+                assert((client.pathTemplates.trialPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchTrialFromTrialName', () => {
+                const result = client.matchTrialFromTrialName(fakePath);
+                assert.strictEqual(result, "trialValue");
+                assert((client.pathTemplates.trialPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
+        describe('tuningJob', () => {
+            const fakePath = "/rendered/path/tuningJob";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                tuning_job: "tuningJobValue",
+            };
+            const client = new genaicacheserviceModule.v1beta1.GenAiCacheServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.tuningJobPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.tuningJobPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('tuningJobPath', () => {
+                const result = client.tuningJobPath("projectValue", "locationValue", "tuningJobValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.tuningJobPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromTuningJobName', () => {
+                const result = client.matchProjectFromTuningJobName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.tuningJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromTuningJobName', () => {
+                const result = client.matchLocationFromTuningJobName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.tuningJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchTuningJobFromTuningJobName', () => {
+                const result = client.matchTuningJobFromTuningJobName(fakePath);
+                assert.strictEqual(result, "tuningJobValue");
+                assert((client.pathTemplates.tuningJobPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+    });
+});
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_gen_ai_tuning_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_gen_ai_tuning_service_v1beta1.ts
index 3bec4f82f1a..cc4b4ae435f 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_gen_ai_tuning_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_gen_ai_tuning_service_v1beta1.ts
@@ -1488,6 +1488,52 @@ describe('v1beta1.GenAiTuningServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new genaituningserviceModule.v1beta1.GenAiTuningServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_index_endpoint_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_index_endpoint_service_v1beta1.ts
index 5b2d4157a7d..8d3cf0278c2 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_index_endpoint_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_index_endpoint_service_v1beta1.ts
@@ -2425,6 +2425,52 @@ describe('v1beta1.IndexEndpointServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new indexendpointserviceModule.v1beta1.IndexEndpointServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_index_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_index_service_v1beta1.ts
index dead284e190..7c694505780 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_index_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_index_service_v1beta1.ts
@@ -2225,6 +2225,52 @@ describe('v1beta1.IndexServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new indexserviceModule.v1beta1.IndexServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_job_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_job_service_v1beta1.ts
index 9027fe20551..4bcac90f98f 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_job_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_job_service_v1beta1.ts
@@ -6392,6 +6392,52 @@ describe('v1beta1.JobServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new jobserviceModule.v1beta1.JobServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_llm_utility_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_llm_utility_service_v1beta1.ts
index cb0bfe34add..ff149439452 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_llm_utility_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_llm_utility_service_v1beta1.ts
@@ -1000,6 +1000,52 @@ describe('v1beta1.LlmUtilityServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new llmutilityserviceModule.v1beta1.LlmUtilityServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_match_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_match_service_v1beta1.ts
index 321438b5b70..b7fdcb4bdd1 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_match_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_match_service_v1beta1.ts
@@ -1108,6 +1108,52 @@ describe('v1beta1.MatchServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new matchserviceModule.v1beta1.MatchServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_metadata_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_metadata_service_v1beta1.ts
index d77febafa88..e5cf276c08c 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_metadata_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_metadata_service_v1beta1.ts
@@ -5711,6 +5711,52 @@ describe('v1beta1.MetadataServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new metadataserviceModule.v1beta1.MetadataServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_migration_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_migration_service_v1beta1.ts
index 85fbf26bf12..656f32ece84 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_migration_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_migration_service_v1beta1.ts
@@ -1589,6 +1589,52 @@ describe('v1beta1.MigrationServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new migrationserviceModule.v1beta1.MigrationServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_garden_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_garden_service_v1beta1.ts
index 22ce3f1dae3..c451d27c6da 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_garden_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_garden_service_v1beta1.ts
@@ -1272,6 +1272,52 @@ describe('v1beta1.ModelGardenServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new modelgardenserviceModule.v1beta1.ModelGardenServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_monitoring_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_monitoring_service_v1beta1.ts
index f9285960290..920ce496b99 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_monitoring_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_monitoring_service_v1beta1.ts
@@ -3114,6 +3114,52 @@ describe('v1beta1.ModelMonitoringServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new modelmonitoringserviceModule.v1beta1.ModelMonitoringServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_service_v1beta1.ts
index 993e94d5494..9ad83d05c7d 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_model_service_v1beta1.ts
@@ -3962,6 +3962,52 @@ describe('v1beta1.ModelServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new modelserviceModule.v1beta1.ModelServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_notebook_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_notebook_service_v1beta1.ts
index 2a0c26b6b1a..f615933fead 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_notebook_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_notebook_service_v1beta1.ts
@@ -383,6 +383,118 @@ describe('v1beta1.NotebookServiceClient', () => {
         });
     });
 
+    describe('updateNotebookRuntimeTemplate', () => {
+        it('invokes updateNotebookRuntimeTemplate without error', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest()
+            );
+            request.notebookRuntimeTemplate ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest', ['notebookRuntimeTemplate', 'name']);
+            request.notebookRuntimeTemplate.name = defaultValue1;
+            const expectedHeaderRequestParams = `notebook_runtime_template.name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate()
+            );
+            client.innerApiCalls.updateNotebookRuntimeTemplate = stubSimpleCall(expectedResponse);
+            const [response] = await client.updateNotebookRuntimeTemplate(request);
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.updateNotebookRuntimeTemplate as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateNotebookRuntimeTemplate as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes updateNotebookRuntimeTemplate without error using callback', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest()
+            );
+            request.notebookRuntimeTemplate ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest', ['notebookRuntimeTemplate', 'name']);
+            request.notebookRuntimeTemplate.name = defaultValue1;
+            const expectedHeaderRequestParams = `notebook_runtime_template.name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate()
+            );
+            client.innerApiCalls.updateNotebookRuntimeTemplate = stubSimpleCallWithCallback(expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.updateNotebookRuntimeTemplate(
+                    request,
+                    (err?: Error|null, result?: protos.google.cloud.aiplatform.v1beta1.INotebookRuntimeTemplate|null) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.updateNotebookRuntimeTemplate as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateNotebookRuntimeTemplate as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes updateNotebookRuntimeTemplate with error', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest()
+            );
+            request.notebookRuntimeTemplate ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest', ['notebookRuntimeTemplate', 'name']);
+            request.notebookRuntimeTemplate.name = defaultValue1;
+            const expectedHeaderRequestParams = `notebook_runtime_template.name=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.updateNotebookRuntimeTemplate = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.updateNotebookRuntimeTemplate(request), expectedError);
+            const actualRequest = (client.innerApiCalls.updateNotebookRuntimeTemplate as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateNotebookRuntimeTemplate as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes updateNotebookRuntimeTemplate with closed client', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest()
+            );
+            request.notebookRuntimeTemplate ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateNotebookRuntimeTemplateRequest', ['notebookRuntimeTemplate', 'name']);
+            request.notebookRuntimeTemplate.name = defaultValue1;
+            const expectedError = new Error('The client has already been closed.');
+            client.close();
+            await assert.rejects(client.updateNotebookRuntimeTemplate(request), expectedError);
+        });
+    });
+
     describe('getNotebookRuntime', () => {
         it('invokes getNotebookRuntime without error', async () => {
             const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
@@ -1523,6 +1635,160 @@ describe('v1beta1.NotebookServiceClient', () => {
         });
     });
 
+    describe('createNotebookExecutionJob', () => {
+        it('invokes createNotebookExecutionJob without error', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.longrunning.Operation()
+            );
+            client.innerApiCalls.createNotebookExecutionJob = stubLongRunningCall(expectedResponse);
+            const [operation] = await client.createNotebookExecutionJob(request);
+            const [response] = await operation.promise();
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.createNotebookExecutionJob as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.createNotebookExecutionJob as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes createNotebookExecutionJob without error using callback', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.longrunning.Operation()
+            );
+            client.innerApiCalls.createNotebookExecutionJob = stubLongRunningCallWithCallback(expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.createNotebookExecutionJob(
+                    request,
+                    (err?: Error|null,
+                     result?: LROperation<protos.google.cloud.aiplatform.v1beta1.INotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata>|null
+                    ) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const operation = await promise as LROperation<protos.google.cloud.aiplatform.v1beta1.INotebookExecutionJob, protos.google.cloud.aiplatform.v1beta1.ICreateNotebookExecutionJobOperationMetadata>;
+            const [response] = await operation.promise();
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.createNotebookExecutionJob as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.createNotebookExecutionJob as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes createNotebookExecutionJob with call error', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.createNotebookExecutionJob = stubLongRunningCall(undefined, expectedError);
+            await assert.rejects(client.createNotebookExecutionJob(request), expectedError);
+            const actualRequest = (client.innerApiCalls.createNotebookExecutionJob as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.createNotebookExecutionJob as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes createNotebookExecutionJob with LRO error', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.CreateNotebookExecutionJobRequest', ['parent']);
+            request.parent = defaultValue1;
+            const expectedHeaderRequestParams = `parent=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.createNotebookExecutionJob = stubLongRunningCall(undefined, undefined, expectedError);
+            const [operation] = await client.createNotebookExecutionJob(request);
+            await assert.rejects(operation.promise(), expectedError);
+            const actualRequest = (client.innerApiCalls.createNotebookExecutionJob as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.createNotebookExecutionJob as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes checkCreateNotebookExecutionJobProgress without error', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const expectedResponse = generateSampleMessage(
+              new operationsProtos.google.longrunning.Operation()
+            );
+            expectedResponse.name = 'test';
+            expectedResponse.response = {type_url: 'url', value: Buffer.from('')};
+            expectedResponse.metadata = {type_url: 'url', value: Buffer.from('')}
+
+            client.operationsClient.getOperation = stubSimpleCall(expectedResponse);
+            const decodedOperation = await client.checkCreateNotebookExecutionJobProgress(expectedResponse.name);
+            assert.deepStrictEqual(decodedOperation.name, expectedResponse.name);
+            assert(decodedOperation.metadata);
+            assert((client.operationsClient.getOperation as SinonStub).getCall(0));
+        });
+
+        it('invokes checkCreateNotebookExecutionJobProgress with error', async () => {
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const expectedError = new Error('expected');
+
+            client.operationsClient.getOperation = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.checkCreateNotebookExecutionJobProgress(''), expectedError);
+            assert((client.operationsClient.getOperation as SinonStub)
+                .getCall(0));
+        });
+    });
+
     describe('deleteNotebookExecutionJob', () => {
         it('invokes deleteNotebookExecutionJob without error', async () => {
             const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
@@ -3327,6 +3593,52 @@ describe('v1beta1.NotebookServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new notebookserviceModule.v1beta1.NotebookServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_persistent_resource_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_persistent_resource_service_v1beta1.ts
index f3f270a10b8..6c436603f04 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_persistent_resource_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_persistent_resource_service_v1beta1.ts
@@ -2163,6 +2163,52 @@ describe('v1beta1.PersistentResourceServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new persistentresourceserviceModule.v1beta1.PersistentResourceServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_pipeline_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_pipeline_service_v1beta1.ts
index 037b552087c..bea51340520 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_pipeline_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_pipeline_service_v1beta1.ts
@@ -2944,6 +2944,52 @@ describe('v1beta1.PipelineServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new pipelineserviceModule.v1beta1.PipelineServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_prediction_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_prediction_service_v1beta1.ts
index a162780a5db..b5660fe076c 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_prediction_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_prediction_service_v1beta1.ts
@@ -1283,6 +1283,142 @@ describe('v1beta1.PredictionServiceClient', () => {
         });
     });
 
+    describe('chatCompletions', () => {
+        it('invokes chatCompletions without error', async () => {
+            const client = new predictionserviceModule.v1beta1.PredictionServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest', ['endpoint']);
+            request.endpoint = defaultValue1;
+            const expectedHeaderRequestParams = `endpoint=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.api.HttpBody()
+            );
+            client.innerApiCalls.chatCompletions = stubServerStreamingCall(expectedResponse);
+            const stream = client.chatCompletions(request);
+            const promise = new Promise((resolve, reject) => {
+                stream.on('data', (response: protos.google.api.HttpBody) => {
+                    resolve(response);
+                });
+                stream.on('error', (err: Error) => {
+                    reject(err);
+                });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.chatCompletions as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.chatCompletions as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes chatCompletions without error and gaxServerStreamingRetries enabled', async () => {
+            const client = new predictionserviceModule.v1beta1.PredictionServiceClient({gaxServerStreamingRetries: true});
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest', ['endpoint']);
+            request.endpoint = defaultValue1;
+            const expectedHeaderRequestParams = `endpoint=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.api.HttpBody()
+            );
+            client.innerApiCalls.chatCompletions = stubServerStreamingCall(expectedResponse);
+            const stream = client.chatCompletions(request);
+            const promise = new Promise((resolve, reject) => {
+                stream.on('data', (response: protos.google.api.HttpBody) => {
+                    resolve(response);
+                });
+                stream.on('error', (err: Error) => {
+                    reject(err);
+                });
+            });
+            const response = await promise;
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.chatCompletions as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.chatCompletions as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes chatCompletions with error', async () => {
+            const client = new predictionserviceModule.v1beta1.PredictionServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest', ['endpoint']);
+            request.endpoint = defaultValue1;
+            const expectedHeaderRequestParams = `endpoint=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.chatCompletions = stubServerStreamingCall(undefined, expectedError);
+            const stream = client.chatCompletions(request);
+            const promise = new Promise((resolve, reject) => {
+                stream.on('data', (response: protos.google.api.HttpBody) => {
+                    resolve(response);
+                });
+                stream.on('error', (err: Error) => {
+                    reject(err);
+                });
+            });
+            await assert.rejects(promise, expectedError);
+            const actualRequest = (client.innerApiCalls.chatCompletions as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.chatCompletions as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes chatCompletions with closed client', async () => {
+            const client = new predictionserviceModule.v1beta1.PredictionServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest()
+            );
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.ChatCompletionsRequest', ['endpoint']);
+            request.endpoint = defaultValue1;
+            const expectedError = new Error('The client has already been closed.');
+            client.close();
+            const stream = client.chatCompletions(request, {retryRequestOptions: {noResponseRetries: 0}});
+            const promise = new Promise((resolve, reject) => {
+                stream.on('data', (response: protos.google.api.HttpBody) => {
+                    resolve(response);
+                });
+                stream.on('error', (err: Error) => {
+                    reject(err);
+                });
+            });
+            await assert.rejects(promise, expectedError);
+        });
+        it('should create a client with gaxServerStreamingRetries enabled', () => {
+            const client = new predictionserviceModule.v1beta1.PredictionServiceClient({
+                gaxServerStreamingRetries: true,
+            });
+            assert(client);
+        });
+    });
+
     describe('streamDirectPredict', () => {
         it('invokes streamDirectPredict without error', async () => {
             const client = new predictionserviceModule.v1beta1.PredictionServiceClient({
@@ -2199,6 +2335,52 @@ describe('v1beta1.PredictionServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new predictionserviceModule.v1beta1.PredictionServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_reasoning_engine_execution_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_reasoning_engine_execution_service_v1beta1.ts
index 98805aa71bc..244926f5aac 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_reasoning_engine_execution_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_reasoning_engine_execution_service_v1beta1.ts
@@ -1000,6 +1000,52 @@ describe('v1beta1.ReasoningEngineExecutionServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new reasoningengineexecutionserviceModule.v1beta1.ReasoningEngineExecutionServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_reasoning_engine_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_reasoning_engine_service_v1beta1.ts
index e79bf5fde19..9b65a9717d9 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_reasoning_engine_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_reasoning_engine_service_v1beta1.ts
@@ -537,6 +537,164 @@ describe('v1beta1.ReasoningEngineServiceClient', () => {
         });
     });
 
+    describe('updateReasoningEngine', () => {
+        it('invokes updateReasoningEngine without error', async () => {
+            const client = new reasoningengineserviceModule.v1beta1.ReasoningEngineServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest()
+            );
+            request.reasoningEngine ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest', ['reasoningEngine', 'name']);
+            request.reasoningEngine.name = defaultValue1;
+            const expectedHeaderRequestParams = `reasoning_engine.name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.longrunning.Operation()
+            );
+            client.innerApiCalls.updateReasoningEngine = stubLongRunningCall(expectedResponse);
+            const [operation] = await client.updateReasoningEngine(request);
+            const [response] = await operation.promise();
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.updateReasoningEngine as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateReasoningEngine as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes updateReasoningEngine without error using callback', async () => {
+            const client = new reasoningengineserviceModule.v1beta1.ReasoningEngineServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest()
+            );
+            request.reasoningEngine ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest', ['reasoningEngine', 'name']);
+            request.reasoningEngine.name = defaultValue1;
+            const expectedHeaderRequestParams = `reasoning_engine.name=${defaultValue1}`;
+            const expectedResponse = generateSampleMessage(
+              new protos.google.longrunning.Operation()
+            );
+            client.innerApiCalls.updateReasoningEngine = stubLongRunningCallWithCallback(expectedResponse);
+            const promise = new Promise((resolve, reject) => {
+                 client.updateReasoningEngine(
+                    request,
+                    (err?: Error|null,
+                     result?: LROperation<protos.google.cloud.aiplatform.v1beta1.IReasoningEngine, protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata>|null
+                    ) => {
+                        if (err) {
+                            reject(err);
+                        } else {
+                            resolve(result);
+                        }
+                    });
+            });
+            const operation = await promise as LROperation<protos.google.cloud.aiplatform.v1beta1.IReasoningEngine, protos.google.cloud.aiplatform.v1beta1.IUpdateReasoningEngineOperationMetadata>;
+            const [response] = await operation.promise();
+            assert.deepStrictEqual(response, expectedResponse);
+            const actualRequest = (client.innerApiCalls.updateReasoningEngine as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateReasoningEngine as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes updateReasoningEngine with call error', async () => {
+            const client = new reasoningengineserviceModule.v1beta1.ReasoningEngineServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest()
+            );
+            request.reasoningEngine ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest', ['reasoningEngine', 'name']);
+            request.reasoningEngine.name = defaultValue1;
+            const expectedHeaderRequestParams = `reasoning_engine.name=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.updateReasoningEngine = stubLongRunningCall(undefined, expectedError);
+            await assert.rejects(client.updateReasoningEngine(request), expectedError);
+            const actualRequest = (client.innerApiCalls.updateReasoningEngine as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateReasoningEngine as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes updateReasoningEngine with LRO error', async () => {
+            const client = new reasoningengineserviceModule.v1beta1.ReasoningEngineServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const request = generateSampleMessage(
+              new protos.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest()
+            );
+            request.reasoningEngine ??= {};
+            const defaultValue1 =
+              getTypeDefaultValue('.google.cloud.aiplatform.v1beta1.UpdateReasoningEngineRequest', ['reasoningEngine', 'name']);
+            request.reasoningEngine.name = defaultValue1;
+            const expectedHeaderRequestParams = `reasoning_engine.name=${defaultValue1}`;
+            const expectedError = new Error('expected');
+            client.innerApiCalls.updateReasoningEngine = stubLongRunningCall(undefined, undefined, expectedError);
+            const [operation] = await client.updateReasoningEngine(request);
+            await assert.rejects(operation.promise(), expectedError);
+            const actualRequest = (client.innerApiCalls.updateReasoningEngine as SinonStub)
+                .getCall(0).args[0];
+            assert.deepStrictEqual(actualRequest, request);
+            const actualHeaderRequestParams = (client.innerApiCalls.updateReasoningEngine as SinonStub)
+                .getCall(0).args[1].otherArgs.headers['x-goog-request-params'];
+            assert(actualHeaderRequestParams.includes(expectedHeaderRequestParams));
+        });
+
+        it('invokes checkUpdateReasoningEngineProgress without error', async () => {
+            const client = new reasoningengineserviceModule.v1beta1.ReasoningEngineServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const expectedResponse = generateSampleMessage(
+              new operationsProtos.google.longrunning.Operation()
+            );
+            expectedResponse.name = 'test';
+            expectedResponse.response = {type_url: 'url', value: Buffer.from('')};
+            expectedResponse.metadata = {type_url: 'url', value: Buffer.from('')}
+
+            client.operationsClient.getOperation = stubSimpleCall(expectedResponse);
+            const decodedOperation = await client.checkUpdateReasoningEngineProgress(expectedResponse.name);
+            assert.deepStrictEqual(decodedOperation.name, expectedResponse.name);
+            assert(decodedOperation.metadata);
+            assert((client.operationsClient.getOperation as SinonStub).getCall(0));
+        });
+
+        it('invokes checkUpdateReasoningEngineProgress with error', async () => {
+            const client = new reasoningengineserviceModule.v1beta1.ReasoningEngineServiceClient({
+              credentials: {client_email: 'bogus', private_key: 'bogus'},
+              projectId: 'bogus',
+            });
+            client.initialize();
+            const expectedError = new Error('expected');
+
+            client.operationsClient.getOperation = stubSimpleCall(undefined, expectedError);
+            await assert.rejects(client.checkUpdateReasoningEngineProgress(''), expectedError);
+            assert((client.operationsClient.getOperation as SinonStub)
+                .getCall(0));
+        });
+    });
+
     describe('deleteReasoningEngine', () => {
         it('invokes deleteReasoningEngine without error', async () => {
             const client = new reasoningengineserviceModule.v1beta1.ReasoningEngineServiceClient({
@@ -1851,6 +2009,52 @@ describe('v1beta1.ReasoningEngineServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new reasoningengineserviceModule.v1beta1.ReasoningEngineServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_schedule_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_schedule_service_v1beta1.ts
index 22f875f110e..94ea561376d 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_schedule_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_schedule_service_v1beta1.ts
@@ -2133,6 +2133,52 @@ describe('v1beta1.ScheduleServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new scheduleserviceModule.v1beta1.ScheduleServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_specialist_pool_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_specialist_pool_service_v1beta1.ts
index 88904e9819d..7090b89e0ba 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_specialist_pool_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_specialist_pool_service_v1beta1.ts
@@ -2009,6 +2009,52 @@ describe('v1beta1.SpecialistPoolServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new specialistpoolserviceModule.v1beta1.SpecialistPoolServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_tensorboard_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_tensorboard_service_v1beta1.ts
index f2fcaf8ecb0..ba40df0b61c 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_tensorboard_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_tensorboard_service_v1beta1.ts
@@ -5447,6 +5447,52 @@ describe('v1beta1.TensorboardServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new tensorboardserviceModule.v1beta1.TensorboardServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vertex_rag_data_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vertex_rag_data_service_v1beta1.ts
index 42380fdcce7..dc17b0de7f9 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vertex_rag_data_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vertex_rag_data_service_v1beta1.ts
@@ -2620,6 +2620,52 @@ describe('v1beta1.VertexRagDataServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new vertexragdataserviceModule.v1beta1.VertexRagDataServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vertex_rag_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vertex_rag_service_v1beta1.ts
index b3adceb0f44..4d7cbb23e37 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vertex_rag_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vertex_rag_service_v1beta1.ts
@@ -1000,6 +1000,52 @@ describe('v1beta1.VertexRagServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new vertexragserviceModule.v1beta1.VertexRagServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {
diff --git a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vizier_service_v1beta1.ts b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vizier_service_v1beta1.ts
index df00a124543..94ed54d9aee 100644
--- a/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vizier_service_v1beta1.ts
+++ b/owl-bot-staging/google-cloud-aiplatform/v1beta1/test/gapic_vizier_service_v1beta1.ts
@@ -3176,6 +3176,52 @@ describe('v1beta1.VizierServiceClient', () => {
             });
         });
 
+        describe('cachedContent', () => {
+            const fakePath = "/rendered/path/cachedContent";
+            const expectedParameters = {
+                project: "projectValue",
+                location: "locationValue",
+                cached_content: "cachedContentValue",
+            };
+            const client = new vizierserviceModule.v1beta1.VizierServiceClient({
+                credentials: {client_email: 'bogus', private_key: 'bogus'},
+                projectId: 'bogus',
+            });
+            client.initialize();
+            client.pathTemplates.cachedContentPathTemplate.render =
+                sinon.stub().returns(fakePath);
+            client.pathTemplates.cachedContentPathTemplate.match =
+                sinon.stub().returns(expectedParameters);
+
+            it('cachedContentPath', () => {
+                const result = client.cachedContentPath("projectValue", "locationValue", "cachedContentValue");
+                assert.strictEqual(result, fakePath);
+                assert((client.pathTemplates.cachedContentPathTemplate.render as SinonStub)
+                    .getCall(-1).calledWith(expectedParameters));
+            });
+
+            it('matchProjectFromCachedContentName', () => {
+                const result = client.matchProjectFromCachedContentName(fakePath);
+                assert.strictEqual(result, "projectValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchLocationFromCachedContentName', () => {
+                const result = client.matchLocationFromCachedContentName(fakePath);
+                assert.strictEqual(result, "locationValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+
+            it('matchCachedContentFromCachedContentName', () => {
+                const result = client.matchCachedContentFromCachedContentName(fakePath);
+                assert.strictEqual(result, "cachedContentValue");
+                assert((client.pathTemplates.cachedContentPathTemplate.match as SinonStub)
+                    .getCall(-1).calledWith(fakePath));
+            });
+        });
+
         describe('context', () => {
             const fakePath = "/rendered/path/context";
             const expectedParameters = {