# ========= 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. ========= from abc import ABC, abstractmethod from typing import Any, Dict, Generic, List, Optional, TypeVar from camel.messages.conversion import ( ToolCall, ToolResponse, ) CallT = TypeVar('CallT', bound=ToolCall, covariant=True) ResponseT = TypeVar('ResponseT', bound=ToolResponse, covariant=True) class FunctionCallFormatter(ABC, Generic[CallT, ResponseT]): r"""Abstract base class for function calling formats""" @abstractmethod def extract_tool_calls(self, message: str) -> List[CallT]: r"""Extract function call info from a message string""" pass @abstractmethod def extract_tool_response(self, message: str) -> Optional[ResponseT]: r"""Extract function response info from a message string""" pass @abstractmethod def format_tool_call( self, content: str, func_name: str, args: Dict[str, Any] ) -> str: r"""Format a function call into a message string""" pass @abstractmethod def format_tool_response(self, func_name: str, result: Any) -> str: r"""Format a function response into a message string""" pass