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dynamic_persona_service

Eleanor Framework Dynamic Persona Service Module.

Dynamic personas are generated by compressing passed memories via a map-reduce operation. The resulting summary represents the agent’s new and updated persona and will be used in place of the Agent’s original persona configured in the RDBMS. This has the effect of allowing the agent to evolve its persona over time based on past learnings ane experiences. The dynamic persona operation is expensive and is triggered via a job.

Attributes

Classes

DynamicPersonaService 

DynamicPersonaService(
    sa_session: SASession, neo4j_session: NJSession
)

Bases: BaseService

Attributes

activity_session_dao instance-attribute 
activity_session_dao = ActivitySessionDao(
    session=sa_session
)
activity_session_participant_dao instance-attribute 
activity_session_participant_dao = (
    ActivitySessionParticipantDao(session=sa_session)
)
agent_dao instance-attribute 
agent_dao = AgentDao(session=sa_session)
chain_service instance-attribute 
chain_service = ChainService(
    sa_session=sa_session, neo4j_session=neo4j_session
)
memory_collection_dao instance-attribute 
memory_collection_dao = MemoryCollectionDao(
    session=sa_session
)
memory_dao instance-attribute 
memory_dao = MemoryDao(session=sa_session)

Functions

generate_dynamic_persona 
generate_dynamic_persona(
    agent_pkid: str,
    min_memories: int | None = None,
    max_memories: int | None = None,
    collections: List[MemoryCollection] | None = None,
    reduce_batch_size: int | None = None,
    trace_session_id: Optional[str] = None,
) -> str

Functions