from __future__ import annotations import typing import traceback from ...core import app, entities as core_entities from . import entities class ToolManager: """LLM工具管理器 """ ap: app.Application def __init__(self, ap: app.Application): self.ap = ap self.all_functions = [] async def initialize(self): pass async def get_function(self, name: str) -> entities.LLMFunction: """获取函数 """ for function in await self.get_all_functions(): if function.name == name: return function return None async def get_all_functions(self) -> list[entities.LLMFunction]: """获取所有函数 """ all_functions: list[entities.LLMFunction] = [] for plugin in self.ap.plugin_mgr.plugins: all_functions.extend(plugin.content_functions) return all_functions async def generate_tools_for_openai(self, conversation: core_entities.Conversation) -> str: """生成函数列表 """ tools = [] for function in conversation.use_funcs: if function.enable: function_schema = { "type": "function", "function": { "name": function.name, "description": function.description, "parameters": function.parameters } } tools.append(function_schema) return tools async def execute_func_call( self, query: core_entities.Query, name: str, parameters: dict ) -> typing.Any: """执行函数调用 """ try: function = await self.get_function(name) if function is None: return None parameters = parameters.copy() parameters = { "query": query, **parameters } return await function.func(**parameters) except Exception as e: self.ap.logger.error(f'执行函数 {name} 时发生错误: {e}') traceback.print_exc() return f'error occurred when executing function {name}: {e}'