feat: Move Source to ORM model

alembic/versions/cda66b6cb0d6_move_sources_to_orm.py

@@ -0,0 +1,64 @@
+"""Move sources to orm
+
+Revision ID: cda66b6cb0d6
+Revises: b6d7ca024aa9
+Create Date: 2024-11-07 13:29:57.186107
+
+"""
+
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from sqlalchemy.dialects import postgresql
+
+from alembic import op
+
+# revision identifiers, used by Alembic.
+revision: str = "cda66b6cb0d6"
+down_revision: Union[str, None] = "b6d7ca024aa9"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.add_column("sources", sa.Column("updated_at", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=True))
+    op.add_column("sources", sa.Column("is_deleted", sa.Boolean(), server_default=sa.text("FALSE"), nullable=False))
+    op.add_column("sources", sa.Column("_created_by_id", sa.String(), nullable=True))
+    op.add_column("sources", sa.Column("_last_updated_by_id", sa.String(), nullable=True))
+
+    # Data migration step:
+    op.add_column("sources", sa.Column("organization_id", sa.String(), nullable=True))
+    # Populate `organization_id` based on `user_id`
+    # Use a raw SQL query to update the organization_id
+    op.execute(
+        """
+        UPDATE sources
+        SET organization_id = users.organization_id
+        FROM users
+        WHERE sources.user_id = users.id
+    """
+    )
+
+    # Set `organization_id` as non-nullable after population
+    op.alter_column("sources", "organization_id", nullable=False)
+
+    op.alter_column("sources", "embedding_config", existing_type=postgresql.JSON(astext_type=sa.Text()), nullable=False)
+    op.drop_index("sources_idx_user", table_name="sources")
+    op.create_foreign_key(None, "sources", "organizations", ["organization_id"], ["id"])
+    op.drop_column("sources", "user_id")
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.add_column("sources", sa.Column("user_id", sa.VARCHAR(), autoincrement=False, nullable=False))
+    op.drop_constraint(None, "sources", type_="foreignkey")
+    op.create_index("sources_idx_user", "sources", ["user_id"], unique=False)
+    op.alter_column("sources", "embedding_config", existing_type=postgresql.JSON(astext_type=sa.Text()), nullable=True)
+    op.drop_column("sources", "organization_id")
+    op.drop_column("sources", "_last_updated_by_id")
+    op.drop_column("sources", "_created_by_id")
+    op.drop_column("sources", "is_deleted")
+    op.drop_column("sources", "updated_at")
+    # ### end Alembic commands ###

letta/agent.py

@@ -46,6 +46,8 @@
 from letta.schemas.tool import Tool
 from letta.schemas.tool_rule import TerminalToolRule
 from letta.schemas.usage import LettaUsageStatistics
+from letta.services.source_manager import SourceManager
+from letta.services.user_manager import UserManager
 from letta.system import (
     get_heartbeat,
     get_initial_boot_messages,
@@ -1311,7 +1313,7 @@ def migrate_embedding(self, embedding_config: EmbeddingConfig):
     def attach_source(self, source_id: str, source_connector: StorageConnector, ms: MetadataStore):
         """Attach data with name `source_name` to the agent from source_connector."""
         # TODO: eventually, adding a data source should just give access to the retriever the source table, rather than modifying archival memory
-
+        user = UserManager().get_user_by_id(self.agent_state.user_id)
         filters = {"user_id": self.agent_state.user_id, "source_id": source_id}
         size = source_connector.size(filters)
         page_size = 100
@@ -1339,7 +1341,7 @@ def attach_source(self, source_id: str, source_connector: StorageConnector, ms:
         self.persistence_manager.archival_memory.storage.save()
 
         # attach to agent
-        source = ms.get_source(source_id=source_id)
+        source = SourceManager().get_source_by_id(source_id=source_id, actor=user)
         assert source is not None, f"Source {source_id} not found in metadata store"
         ms.attach_source(agent_id=self.agent_state.id, source_id=source_id, user_id=self.agent_state.user_id)
 

letta/client/client.py

@@ -238,7 +238,7 @@ def load_file_to_source(self, filename: str, source_id: str, blocking=True) -> J
     def delete_file_from_source(self, source_id: str, file_id: str) -> None:
         raise NotImplementedError
 
-    def create_source(self, name: str) -> Source:
+    def create_source(self, name: str, embedding_config: Optional[EmbeddingConfig] = None) -> Source:
         raise NotImplementedError
 
     def delete_source(self, source_id: str):
@@ -1188,7 +1188,7 @@ def delete_file_from_source(self, source_id: str, file_id: str) -> None:
         if response.status_code not in [200, 204]:
             raise ValueError(f"Failed to delete tool: {response.text}")
 
-    def create_source(self, name: str) -> Source:
+    def create_source(self, name: str, embedding_config: Optional[EmbeddingConfig] = None) -> Source:
         """
         Create a source
 
@@ -1198,7 +1198,8 @@ def create_source(self, name: str) -> Source:
         Returns:
             source (Source): Created source
         """
-        payload = {"name": name}
+        source_create = SourceCreate(name=name, embedding_config=embedding_config or self._default_embedding_config)
+        payload = source_create.model_dump()
         response = requests.post(f"{self.base_url}/{self.api_prefix}/sources", json=payload, headers=self.headers)
         response_json = response.json()
         return Source(**response_json)
@@ -1253,7 +1254,7 @@ def update_source(self, source_id: str, name: Optional[str] = None) -> Source:
         Returns:
             source (Source): Updated source
         """
-        request = SourceUpdate(id=source_id, name=name)
+        request = SourceUpdate(name=name)
         response = requests.patch(f"{self.base_url}/{self.api_prefix}/sources/{source_id}", json=request.model_dump(), headers=self.headers)
         if response.status_code != 200:
             raise ValueError(f"Failed to update source: {response.text}")
@@ -2453,7 +2454,7 @@ def list_jobs(self):
     def list_active_jobs(self):
         return self.server.list_active_jobs(user_id=self.user_id)
 
-    def create_source(self, name: str) -> Source:
+    def create_source(self, name: str, embedding_config: Optional[EmbeddingConfig] = None) -> Source:
         """
         Create a source
 
@@ -2463,8 +2464,10 @@ def create_source(self, name: str) -> Source:
         Returns:
             source (Source): Created source
         """
-        request = SourceCreate(name=name)
-        return self.server.create_source(request=request, user_id=self.user_id)
+        source = Source(
+            name=name, embedding_config=embedding_config or self._default_embedding_config, organization_id=self.user.organization_id
+        )
+        return self.server.source_manager.create_source(source=source, actor=self.user)
 
     def delete_source(self, source_id: str):
         """
@@ -2475,7 +2478,7 @@ def delete_source(self, source_id: str):
         """
 
         # TODO: delete source data
-        self.server.delete_source(source_id=source_id, user_id=self.user_id)
+        self.server.delete_source(source_id=source_id, actor=self.user)
 
     def get_source(self, source_id: str) -> Source:
         """
@@ -2487,7 +2490,7 @@ def get_source(self, source_id: str) -> Source:
         Returns:
             source (Source): Source
         """
-        return self.server.get_source(source_id=source_id, user_id=self.user_id)
+        return self.server.source_manager.get_source_by_id(source_id=source_id, actor=self.user)
 
     def get_source_id(self, source_name: str) -> str:
         """
@@ -2499,7 +2502,7 @@ def get_source_id(self, source_name: str) -> str:
         Returns:
             source_id (str): ID of the source
         """
-        return self.server.get_source_id(source_name=source_name, user_id=self.user_id)
+        return self.server.source_manager.get_source_by_name(source_name=source_name, actor=self.user).id
 
     def attach_source_to_agent(self, agent_id: str, source_id: Optional[str] = None, source_name: Optional[str] = None):
         """
@@ -2532,7 +2535,7 @@ def list_sources(self) -> List[Source]:
             sources (List[Source]): List of sources
         """
 
-        return self.server.list_all_sources(user_id=self.user_id)
+        return self.server.list_all_sources(actor=self.user)
 
     def list_attached_sources(self, agent_id: str) -> List[Source]:
         """
@@ -2572,8 +2575,8 @@ def update_source(self, source_id: str, name: Optional[str] = None) -> Source:
             source (Source): Updated source
         """
         # TODO should the arg here just be "source_update: Source"?
-        request = SourceUpdate(id=source_id, name=name)
-        return self.server.update_source(request=request, user_id=self.user_id)
+        request = SourceUpdate(name=name)
+        return self.server.source_manager.update_source(source_id=source_id, source_update=request, actor=self.user)
 
     # archival memory
 

letta/data_sources/connectors.py

@@ -47,7 +47,7 @@ def load_data(
     passage_store: StorageConnector,
     file_metadata_store: StorageConnector,
 ):
-    """Load data from a connector (generates file and passages) into a specified source_id, associatedw with a user_id."""
+    """Load data from a connector (generates file and passages) into a specified source_id, associated with a user_id."""
     embedding_config = source.embedding_config
 
     # embedding model
@@ -88,7 +88,7 @@ def load_data(
                 file_id=file_metadata.id,
                 source_id=source.id,
                 metadata_=passage_metadata,
-                user_id=source.user_id,
+                user_id=source.created_by_id,
                 embedding_config=source.embedding_config,
                 embedding=embedding,
             )
@@ -155,7 +155,7 @@ def find_files(self, source: Source) -> Iterator[FileMetadata]:
 
         for metadata in extract_metadata_from_files(files):
             yield FileMetadata(
-                user_id=source.user_id,
+                user_id=source.created_by_id,
                 source_id=source.id,
                 file_name=metadata.get("file_name"),
                 file_path=metadata.get("file_path"),

letta/llm_api/google_ai.py

@@ -95,10 +95,8 @@ def google_ai_get_model_list(base_url: str, api_key: str, key_in_header: bool =
 
     try:
         response = requests.get(url, headers=headers)
-        printd(f"response = {response}")
         response.raise_for_status()  # Raises HTTPError for 4XX/5XX status
         response = response.json()  # convert to dict from string
-        printd(f"response.json = {response}")
 
         # Grab the models out
         model_list = response["models"]

letta/metadata.py

@@ -29,7 +29,6 @@
 from letta.schemas.llm_config import LLMConfig
 from letta.schemas.memory import Memory
 from letta.schemas.openai.chat_completions import ToolCall, ToolCallFunction
-from letta.schemas.source import Source
 from letta.schemas.tool_rule import (
     BaseToolRule,
     InitToolRule,
@@ -292,40 +291,6 @@ def to_record(self) -> AgentState:
         return agent_state
 
 
-class SourceModel(Base):
-    """Defines data model for storing Passages (consisting of text, embedding)"""
-
-    __tablename__ = "sources"
-    __table_args__ = {"extend_existing": True}
-
-    # Assuming passage_id is the primary key
-    # id = Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
-    id = Column(String, primary_key=True)
-    user_id = Column(String, nullable=False)
-    name = Column(String, nullable=False)
-    created_at = Column(DateTime(timezone=True), server_default=func.now())
-    embedding_config = Column(EmbeddingConfigColumn)
-    description = Column(String)
-    metadata_ = Column(JSON)
-    Index(__tablename__ + "_idx_user", user_id),
-
-    # TODO: add num passages
-
-    def __repr__(self) -> str:
-        return f"<Source(passage_id='{self.id}', name='{self.name}')>"
-
-    def to_record(self) -> Source:
-        return Source(
-            id=self.id,
-            user_id=self.user_id,
-            name=self.name,
-            created_at=self.created_at,
-            embedding_config=self.embedding_config,
-            description=self.description,
-            metadata_=self.metadata_,
-        )
-
-
 class AgentSourceMappingModel(Base):
     """Stores mapping between agent -> source"""
 
@@ -497,14 +462,6 @@ def create_agent(self, agent: AgentState):
             session.add(AgentModel(**fields))
             session.commit()
 
-    @enforce_types
-    def create_source(self, source: Source):
-        with self.session_maker() as session:
-            if session.query(SourceModel).filter(SourceModel.name == source.name).filter(SourceModel.user_id == source.user_id).count() > 0:
-                raise ValueError(f"Source with name {source.name} already exists for user {source.user_id}")
-            session.add(SourceModel(**vars(source)))
-            session.commit()
-
     @enforce_types
     def create_block(self, block: Block):
         with self.session_maker() as session:
@@ -522,6 +479,7 @@ def create_block(self, block: Block):
             ):
 
                 raise ValueError(f"Block with name {block.template_name} already exists")
+
             session.add(BlockModel(**vars(block)))
             session.commit()
 
@@ -536,12 +494,6 @@ def update_agent(self, agent: AgentState):
             session.query(AgentModel).filter(AgentModel.id == agent.id).update(fields)
             session.commit()
 
-    @enforce_types
-    def update_source(self, source: Source):
-        with self.session_maker() as session:
-            session.query(SourceModel).filter(SourceModel.id == source.id).update(vars(source))
-            session.commit()
-
     @enforce_types
     def update_block(self, block: Block):
         with self.session_maker() as session:
@@ -591,29 +543,12 @@ def delete_agent(self, agent_id: str):
 
             session.commit()
 
-    @enforce_types
-    def delete_source(self, source_id: str):
-        with self.session_maker() as session:
-            # delete from sources table
-            session.query(SourceModel).filter(SourceModel.id == source_id).delete()
-
-            # delete any mappings
-            session.query(AgentSourceMappingModel).filter(AgentSourceMappingModel.source_id == source_id).delete()
-
-            session.commit()
-
     @enforce_types
     def list_agents(self, user_id: str) -> List[AgentState]:
         with self.session_maker() as session:
             results = session.query(AgentModel).filter(AgentModel.user_id == user_id).all()
             return [r.to_record() for r in results]
 
-    @enforce_types
-    def list_sources(self, user_id: str) -> List[Source]:
-        with self.session_maker() as session:
-            results = session.query(SourceModel).filter(SourceModel.user_id == user_id).all()
-            return [r.to_record() for r in results]
-
     @enforce_types
     def get_agent(
         self, agent_id: Optional[str] = None, agent_name: Optional[str] = None, user_id: Optional[str] = None
@@ -630,21 +565,6 @@ def get_agent(
             assert len(results) == 1, f"Expected 1 result, got {len(results)}"  # should only be one result
             return results[0].to_record()
 
-    @enforce_types
-    def get_source(
-        self, source_id: Optional[str] = None, user_id: Optional[str] = None, source_name: Optional[str] = None
-    ) -> Optional[Source]:
-        with self.session_maker() as session:
-            if source_id:
-                results = session.query(SourceModel).filter(SourceModel.id == source_id).all()
-            else:
-                assert user_id is not None and source_name is not None
-                results = session.query(SourceModel).filter(SourceModel.name == source_name).filter(SourceModel.user_id == user_id).all()
-            if len(results) == 0:
-                return None
-            assert len(results) == 1, f"Expected 1 result, got {len(results)}"
-            return results[0].to_record()
-
     @enforce_types
     def get_block(self, block_id: str) -> Optional[Block]:
         with self.session_maker() as session:
@@ -699,19 +619,10 @@ def attach_source(self, user_id: str, agent_id: str, source_id: str):
             session.commit()
 
     @enforce_types
-    def list_attached_sources(self, agent_id: str) -> List[Source]:
+    def list_attached_source_ids(self, agent_id: str) -> List[str]:
         with self.session_maker() as session:
             results = session.query(AgentSourceMappingModel).filter(AgentSourceMappingModel.agent_id == agent_id).all()
-
-            sources = []
-            # make sure source exists
-            for r in results:
-                source = self.get_source(source_id=r.source_id)
-                if source:
-                    sources.append(source)
-                else:
-                    printd(f"Warning: source {r.source_id} does not exist but exists in mapping database. This should never happen.")
-            return sources
+            return [r.source_id for r in results]
 
     @enforce_types
     def list_attached_agents(self, source_id: str) -> List[str]: