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@ -1,5 +1,5 @@
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"""VectorStore agent."""
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from typing import Any, Optional
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from typing import Any, Dict, Optional
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from langchain.agents.agent import AgentExecutor
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from langchain.agents.agent_toolkits.vectorstore.prompt import PREFIX, ROUTER_PREFIX
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@ -19,7 +19,8 @@ def create_vectorstore_agent(
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callback_manager: Optional[BaseCallbackManager] = None,
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prefix: str = PREFIX,
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verbose: bool = False,
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**kwargs: Any,
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agent_executor_kwargs: Optional[Dict[str, Any]] = None,
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**kwargs: Dict[str, Any],
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) -> AgentExecutor:
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"""Construct a vectorstore agent from an LLM and tools."""
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tools = toolkit.get_tools()
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@ -31,7 +32,13 @@ def create_vectorstore_agent(
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)
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tool_names = [tool.name for tool in tools]
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agent = ZeroShotAgent(llm_chain=llm_chain, allowed_tools=tool_names, **kwargs)
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return AgentExecutor.from_agent_and_tools(agent=agent, tools=tools, verbose=verbose)
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return AgentExecutor.from_agent_and_tools(
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agent=agent,
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tools=tools,
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callback_manager=callback_manager,
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verbose=verbose,
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**(agent_executor_kwargs or {}),
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)
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def create_vectorstore_router_agent(
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@ -40,7 +47,8 @@ def create_vectorstore_router_agent(
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callback_manager: Optional[BaseCallbackManager] = None,
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prefix: str = ROUTER_PREFIX,
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verbose: bool = False,
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**kwargs: Any,
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agent_executor_kwargs: Optional[Dict[str, Any]] = None,
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**kwargs: Dict[str, Any],
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) -> AgentExecutor:
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"""Construct a vectorstore router agent from an LLM and tools."""
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tools = toolkit.get_tools()
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@ -52,4 +60,10 @@ def create_vectorstore_router_agent(
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)
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tool_names = [tool.name for tool in tools]
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agent = ZeroShotAgent(llm_chain=llm_chain, allowed_tools=tool_names, **kwargs)
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return AgentExecutor.from_agent_and_tools(agent=agent, tools=tools, verbose=verbose)
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return AgentExecutor.from_agent_and_tools(
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agent=agent,
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tools=tools,
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callback_manager=callback_manager,
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verbose=verbose,
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**(agent_executor_kwargs or {}),
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)
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