diff --git a/ci/release/update-version.sh b/ci/release/update-version.sh
index 2a00b52fc..da58cdec3 100755
--- a/ci/release/update-version.sh
+++ b/ci/release/update-version.sh
@@ -107,6 +107,9 @@ sed_runner "s|blob/branch-${CURRENT_SHORT_TAG}|blob/branch-${NEXT_SHORT_TAG}|g"
 # docs/source/examples.md
 sed_runner "s|blob/branch-${CURRENT_SHORT_TAG}|blob/branch-${NEXT_SHORT_TAG}|g" docs/source/examples.md
 
+# docs/source/extra_info/glossary.md
+sed_runner "s|blob/branch-${CURRENT_SHORT_TAG}|blob/branch-${NEXT_SHORT_TAG}|g" docs/source/extra_info/glossary.md
+
 # docs/source/getting_started.md
 # Only do the minor version here since the full version can mess up the examples
 sed_runner "s/${CURRENT_SHORT_TAG}/${NEXT_SHORT_TAG}/g" docs/source/getting_started.md
diff --git a/docs/source/extra_info/glossary.md b/docs/source/extra_info/glossary.md
index 7a51d9076..7fab16aef 100644
--- a/docs/source/extra_info/glossary.md
+++ b/docs/source/extra_info/glossary.md
@@ -19,20 +19,11 @@ limitations under the License.
 
 <!-- Please keep these sorted alphabetically -->
 ## MLflow Triton Plugin
-Docker container published on [NGC](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/containers/mlflow-triton-plugin), allowing the deployment of models in [MLflow](https://mlflow.org/) to [Triton Inference Server](#triton-inference-server). This is also available as a [Helm Chart](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/helm-charts/morpheus-mlflow).
+A Docker container, allowing the deployment of models in [MLflow](https://mlflow.org/) to [Triton Inference Server](#triton-inference-server). Information on building this container is available in the [`models/mlflow/README.md`](https://github.com/nv-morpheus/Morpheus/blob/branch-25.02/models/mlflow/README.md) document.
 
 ## module
 A Morpheus module is a type of work unit that can be utilized in the Morpheus stage and can be registered to a MRC segment module registry. Modules are beneficial when there is a possibility for the work-unit to be reused.
 
-## Morpheus AI Engine
-A Helm Chart for deploying the infrastructure of Morpheus. It includes the [Triton Inference Server](#triton-inference-server), Kafka, and Zookeeper. Refer to [https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/helm-charts/morpheus-ai-engine](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/helm-charts/morpheus-ai-engine).
-
-## Morpheus SDK CLI
-A Helm Chart that deploys the Morpheus container. Refer to [https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/helm-charts/morpheus-sdk-client](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/helm-charts/morpheus-sdk-client)
-
-## `morpheus-sdk-client`
-Another name for the [Morpheus SDK CLI](#morpheus-sdk-cli) Helm Chart.
-
 ## MRC
 [Morpheus Runtime Core (MRC)](https://github.com/nv-morpheus/MRC). Pipelines in MRC are low level representations of Morpheus [pipelines](#pipeline).