Skip to main content
ValkeyDb implements the Db interface with Valkey as its storage backend. It stores sessions, memories, metrics, evaluations, knowledge metadata, traces, spans, and learnings as prefixed Valkey keys, with optional key expiration.

​
Methods

​
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]]]

​
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]]]