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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 sessions.
ParameterTypeDefaultDescription
session_tableOptional[str]-Name of the table to store Agent, Team and Workflow sessions.
memory_tableOptional[str]-Name of the table to store user memories.
metrics_tableOptional[str]-Name of the table to store metrics.
eval_tableOptional[str]-Name of the table to store evaluation runs data.
knowledge_tableOptional[str]-Name of the table to store knowledge documents data.

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Methods

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upsert_sessions

Bulk upsert multiple sessions for improved performance on large datasets. Parameters:
  • sessions (List[Session]): List of sessions to upsert
  • deserialize (Optional[bool]): Whether to deserialize the sessions. Defaults to True
Returns: List[Union[Session, Dict[str, Any]]]

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upsert_memories

Bulk upsert multiple memories for improved performance on large datasets. Parameters:
  • memories (List[UserMemory]): List of memories to upsert
  • deserialize (Optional[bool]): Whether to deserialize the memories. Defaults to True
Returns: List[Union[UserMemory, Dict[str, Any]]]