# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. ========= # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. ========= import textwrap from typing import Optional, Type from pydantic import BaseModel from camel.messages import OpenAIMessage def try_modify_message_with_format( message: OpenAIMessage, response_format: Optional[Type[BaseModel]], ) -> None: r"""Modifies the content of the message to include the instruction of using the response format. The message will not be modified in the following cases: - response_format is None - message content is not a string - message role is assistant Args: response_format (Optional[Type[BaseModel]]): The Pydantic model class. message (OpenAIMessage): The message to be modified. """ if response_format is None: return if not isinstance(message["content"], str): return if message["role"] == "assistant": return json_schema = response_format.model_json_schema() updated_prompt = textwrap.dedent( f"""\ {message["content"]} Please generate a JSON response adhering to the following JSON schema: {json_schema} Make sure the JSON response is valid and matches the EXACT structure defined in the schema. Your result should ONLY be a valid json object, WITHOUT ANY OTHER TEXT OR COMMENTS. """ # noqa: E501 ) message["content"] = updated_prompt