3fi dZddlZddlZddlmZddlmZddlZddlm Z ddl m Z ddl m Z ddlmZmZdd lmZdd lmZmZej,eZd Zd ed e dee dedeezf dZe dd dd ed e dzdee dzdedeezf dZe dddeezdedeezfdZdeezdedeezfdZ y)z!Functionality for loading agents.N)Path)Any) deprecated)BaseLanguageModel)Tool)BaseMultiActionAgentBaseSingleActionAgent)AGENT_TO_CLASS) load_chainload_chain_from_configzHhttps://raw.githubusercontent.com/hwchase17/langchain-hub/master/agents/configllmtoolskwargsreturnc |jd}|tvrd|d}t|t|}i||}|j||fi|S)N_typeLoading  agent not supported)popr ValueErrorfrom_llm_and_tools)r rrr config_typemsg agent_clscombined_configs ^/var/www/auto_recruiter/arenv/lib/python3.12/site-packages/langchain_classic/agents/loading.py_load_agent_from_toolsrsf **W%K.( %9:o{+I**6*O '9 ' 'U Fo FFz0.1.0z1.0)removalc d|vr d}t||jdd}|r,| d}t|| d}t|t|||fi|S|jd}|tvrd|d}t|t|}d |vrt |jd |d <n/d |vrt |jd |d <n d }t|d |vrt jd |d =i||}|di|S)aLoad agent from Config Dict. Args: config: Config dict to load agent from. llm: Language model to use as the agent. tools: List of tools this agent has access to. kwargs: Additional keyword arguments passed to the agent executor. Returns: An agent executor. Raises: ValueError: If agent type is not specified in the config. rz$Must specify an agent Type in configload_from_llm_and_toolsFzFIf `load_from_llm_and_tools` is set to True, then LLM must be providedzHIf `load_from_llm_and_tools` is set to True, then tools must be providedrr llm_chainllm_chain_pathzrOsQ'  *<%V9O   8 $ U G  G  G : G G 11 G  GU#%)#;( ;( T !;( : ;( ;( 11 ;($;(| GU#1 *11111$164 *44114r