langchain.agents.initialize.initialize_agent(tools: Sequence[BaseTool], llm: BaseLanguageModel, agent: Optional[AgentType] = None, callback_manager: Optional[BaseCallbackManager] = None, agent_path: Optional[str] = None, agent_kwargs: Optional[dict] = None, *, tags: Optional[Sequence[str]] = None, **kwargs: Any) AgentExecutor[source]ΒΆ

Load an agent executor given tools and LLM.

  • tools – List of tools this agent has access to.

  • llm – Language model to use as the agent.

  • agent – Agent type to use. If None and agent_path is also None, will default to AgentType.ZERO_SHOT_REACT_DESCRIPTION.

  • callback_manager – CallbackManager to use. Global callback manager is used if not provided. Defaults to None.

  • agent_path – Path to serialized agent to use.

  • agent_kwargs – Additional keyword arguments to pass to the underlying agent

  • tags – Tags to apply to the traced runs.

  • **kwargs – Additional keyword arguments passed to the agent executor


An agent executor

Examples using initialize_agentΒΆ