Ng :dZddlmZmZmZddlmZddlmZddl m Z ddl m Z ddl mZddlmZdd lmZdd lmZmZed ed  ddddee de deedeedeedeedeeededefdZdS)z Load agent.)AnyOptionalSequence) deprecated)BaseCallbackManager)BaseLanguageModel)BaseTool)AGENT_DEPRECATION_WARNING) AgentExecutor) AgentType)AGENT_TO_CLASS load_agentz0.1.0z1.0)messageremovalN)tagstoolsllmagentcallback_manager agent_path agent_kwargsrkwargsreturnc F|rt|ng}|| tj}||td||tvr'td|dt jd|t|tr|jn|t|} |pi}| j ||fd|i|} nP|?t||||} || j n#t$rYnwxYwtdtjd | |||d |S) a\Load an agent executor given tools and LLM. Args: 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. Defaults to None. callback_manager: CallbackManager to use. Global callback manager is used if not provided. Defaults to None. agent_path: Path to serialized agent to use. If None and agent is also None, will default to AgentType.ZERO_SHOT_REACT_DESCRIPTION. Defaults to None. agent_kwargs: Additional keyword arguments to pass to the underlying agent. Defaults to None. tags: Tags to apply to the traced runs. Defaults to None. kwargs: Additional keyword arguments passed to the agent executor. Returns: An agent executor. Raises: ValueError: If both `agent` and `agent_path` are specified. ValueError: If `agent` is not a valid agent type. ValueError: If both `agent` and `agent_path` are None. NzLBoth `agent` and `agent_path` are specified, but at most only one should be.zGot unknown agent type: z. Valid types are: .r)rrrzISomehow both `agent` and `agent_path` are None, this should never happen.)rrrr)listr ZERO_SHOT_REACT_DESCRIPTION ValueErrorr keysappend isinstancevaluefrom_llm_and_toolsr _agent_typeNotImplementedErrorr from_agent_and_tools) rrrrrrrrtags_ agent_cls agent_objs W/var/www/html/ai-engine/env/lib/python3.11/site-packages/langchain/agents/initialize.pyinitialize_agentr,sP &DJJJBE }+5 Z3 .      & &=5==$2$7$9$9===   Jui$@$@KU[[eLLL"5) #)r 0I0   )9 =I     Cu?O     LL. / / / /"    D  (     - )        sC.. C;:C;)NNNN)__doc__typingrrrlangchain_core._apirlangchain_core.callbacksrlangchain_core.language_modelsrlangchain_core.toolsr langchain._api.deprecationr langchain.agents.agentr langchain.agents.agent_typesr langchain.agents.loadingr rstrdictr,rr+r:s****************888888<<<<<<))))))@@@@@@000000222222????????  % "&6: $#' K%)KKK H K K I K23 K  K 4. K 8C= !KKKKK  KKKr9