import inspect def function_to_schema(func) -> dict: type_map = { str: "string", int: "integer", float: "number", bool: "boolean", list: "array", dict: "object", type(None): "null", } try: signature = inspect.signature(func) except ValueError as e: raise ValueError( f"Failed to get signature for function {func.__name__}: {str(e)}" ) parameters = {} for param in signature.parameters.values(): try: param_type = type_map.get(param.annotation, "string") except KeyError as e: raise KeyError( f"Unknown type annotation {param.annotation} for parameter {param.name}: {str(e)}" ) parameters[param.name] = {"type": param_type} required = [ param.name for param in signature.parameters.values() if param.default == inspect._empty ] return { "type": "function", "function": { "name": func.__name__, "description": func.__doc__ or "", "parameters": { "type": "object", "properties": parameters, "required": required, }, }, }