from typing import Any, Callable from pydantic import BaseModel as PydanticBaseModel from crewai.tools.base_tool import BaseTool from crewai.tools.structured_tool import CrewStructuredTool class Tool(BaseTool): func: Callable """The function that will be executed when the tool is called.""" def _run(self, *args: Any, **kwargs: Any) -> Any: return self.func(*args, **kwargs) def to_langchain( tools: list[BaseTool | CrewStructuredTool], ) -> list[CrewStructuredTool]: return [t.to_structured_tool() if isinstance(t, BaseTool) else t for t in tools] def tool(*args): """ Decorator to create a tool from a function. """ def _make_with_name(tool_name: str) -> Callable: def _make_tool(f: Callable) -> BaseTool: if f.__doc__ is None: raise ValueError("Function must have a docstring") if f.__annotations__ is None: raise ValueError("Function must have type annotations") class_name = "".join(tool_name.split()).title() args_schema = type( class_name, (PydanticBaseModel,), { "__annotations__": { k: v for k, v in f.__annotations__.items() if k != "return" }, }, ) return Tool( name=tool_name, description=f.__doc__, func=f, args_schema=args_schema, ) return _make_tool if len(args) == 1 and callable(args[0]): return _make_with_name(args[0].__name__)(args[0]) if len(args) == 1 and isinstance(args[0], str): return _make_with_name(args[0]) raise ValueError("Invalid arguments")