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InMemoryDb is a class that implements the Db interface using an in-memory database. It provides lightweight, in-memory storage for Agent, Team, and Workflow sessions.

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Parameters

InMemoryDb() takes no parameters. Sessions, memories, metrics, eval runs, knowledge, and cultural knowledge are stored in internal lists. The instance id is an auto-generated UUID.

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Methods

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upsert_sessions

Upsert multiple sessions in one method call. Parameters:
  • sessions (List[Session]): List of sessions to upsert
  • deserialize (Optional[bool]): Whether to deserialize the sessions. Defaults to True
  • preserve_updated_at (bool): Whether to keep the sessions' existing updated_at timestamps. Defaults to False
Returns: List[Union[Session, Dict[str, Any]]]

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upsert_memories

Upsert multiple memories in one method call. Parameters:
  • memories (List[UserMemory]): List of memories to upsert
  • deserialize (Optional[bool]): Whether to deserialize the memories. Defaults to True
  • preserve_updated_at (bool): Whether to keep the memories' existing updated_at timestamps. Defaults to False
Returns: List[Union[UserMemory, Dict[str, Any]]]