How to get the user's original input when calling a tool with create_openai_tools_agent?

[mitht]

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Example Code

@tool
def search(query: str) -> str:
    """This tool is used when you need to find real-time information."""
    print("###############################search#################################")
    print(query)
    print("##############################search end##############################")
    return query
  
  
agent = create_openai_tools_agent(
            self.chatmodel,
            tools=[search],
            prompt=self.prompt,
        )
self.agent_executor = AgentExecutor(
  agent=agent,
  tools=[search],
  verbose=True,
)

Description

The parameters received by the search tool are inconsistent with the user's input. How can we make the search tool obtain the user's original input?

System Info

System Information

OS: Darwin
OS Version: Darwin Kernel Version 22.2.0: Fri Nov 11 02:08:47 PST 2022; root:xnu-8792.61.2~4/RELEASE_X86_64
Python Version: 3.10.11 (v3.10.11:7d4cc5aa85, Apr 4 2023, 19:05:19) [Clang 13.0.0 (clang-1300.0.29.30)]

Package Information

langchain_core: 0.3.21
langchain: 0.3.8
langchain_community: 0.3.8
langsmith: 0.1.145
langchain_experimental: 0.3.3
langchain_milvus: 0.1.7
langchain_ollama: 0.2.0
langchain_text_splitters: 0.3.2
langgraph_sdk: 0.1.43
langserve: 0.3.0

Other Dependencies

aiohttp: 3.11.7
async-timeout: 4.0.3
dataclasses-json: 0.6.7
fastapi: 0.115.6
httpx: 0.27.2
httpx-sse: 0.4.0
jsonpatch: 1.33
numpy: 1.26.4
ollama: 0.4.1
orjson: 3.10.12
packaging: 24.2
pydantic: 2.9.2
pydantic-settings: 2.6.1
pymilvus: 2.4.9
PyYAML: 6.0.2
requests: 2.32.3
requests-toolbelt: 1.0.0
SQLAlchemy: 2.0.35
sse-starlette: 1.8.2
tenacity: 9.0.0
typing-extensions: 4.12.2
(.venv)