hdZddlZddlmZddlmZmZddlmZddl m Z ddl m Z ddl mZdd lmZdd lmZdd lmZdd lmZdd lmZeded ddddeede deedee deedeedeeededefdZy)z Load agent.N)Sequence)AnyOptional) deprecated)BaseCallbackManager)BaseLanguageModel)BaseTool)AGENT_DEPRECATION_WARNING) AgentExecutor) AgentType) load_agent)AGENT_TO_CLASSz0.1.0z1.0)messageremoval)tagstoolsllmagentcallback_manager agent_path agent_kwargsrkwargsreturnc t|r t|ng}||tj}|| d} t| ||tvr&d|dt j d} t| |j t|tr |jn|t|} |xsi}| j||fd|i|} n\|Mt||||} tjt5|j | jdddn d} t| tj d | |||d |S#1swY#xYw) 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 ValueErrorrkeysappend isinstancevaluefrom_llm_and_toolsr contextlibsuppressNotImplementedError _agent_typer from_agent_and_tools) rrrrrrrrtags_msg agent_cls agent_objs Y/var/www/html/eduruby.in/venv/lib/python3.12/site-packages/langchain/agents/initialize.pyinitialize_agentr/sPDJBE }+55 Z3 . o   &*5'2$$2$7$7$9#:!= S/ ! Jui$@U[[eL"5) #)r 0I00   .     -   !4 5 0 LL.. / 0 0 X o  - - )       0 0s "D..D7)NNNN)__doc__r%collections.abcrtypingrrlangchain_core._apirlangchain_core.callbacksrlangchain_core.language_modelsrlangchain_core.toolsr langchain._api.deprecationr langchain.agents.agentr langchain.agents.agent_typesr langchain.agents.loadingr langchain.agents.typesrstrdictr/rr.r?s$ *8<)@02/1  % "&6: $#' Q%)Q H Q Q I Q23 Q  Q 4. Q 8C= !QQQ  Qr>