import asyncio import importlib import inspect from pathlib import Path from server.utils.singleton import SingletonMeta from src.agents.common.base import BaseAgent from src.utils import logger class AgentManager(metaclass=SingletonMeta): def __init__(self): self._classes = {} self._instances = {} # 存储已创建的 agent 实例 def register_agent(self, agent_class): self._classes[agent_class.__name__] = agent_class def init_all_agents(self): for agent_id in self._classes.keys(): self.get_agent(agent_id) def get_agent(self, agent_id, reload=False, **kwargs): # 检查是否已经创建了该 agent 的实例 if reload or agent_id not in self._instances: agent_class = self._classes[agent_id] self._instances[agent_id] = agent_class() return self._instances[agent_id] def get_agents(self): return list(self._instances.values()) async def reload_all(self): for agent_id in self._classes.keys(): self.get_agent(agent_id, reload=True) async def get_agents_info(self): agents = self.get_agents() return await asyncio.gather(*[a.get_info() for a in agents]) def auto_discover_agents(self): """自动发现并注册 src/agents/ 下的所有智能体。 遍历 src/agents/ 目录下的所有子文件夹,如果子文件夹包含 __init__.py, 则尝试从中导入 BaseAgent 的子类并注册。(使用自动导入的方式,支持私有agent) """ # 获取 agents 目录的路径 agents_dir = Path(__file__).parent # 遍历所有子目录 for item in agents_dir.iterdir(): logger.info(f"尝试导入模块:{item}") # 跳过非目录、common 目录、__pycache__ 等 if not item.is_dir() or item.name.startswith("_") or item.name == "common": continue # 检查是否有 __init__.py 文件 init_file = item / "__init__.py" if not init_file.exists(): logger.warning(f"{item} 不是一个有效的模块") continue # 尝试导入模块 try: module_name = f"src.agents.{item.name}" module = importlib.import_module(module_name) # 查找模块中所有 BaseAgent 的子类 for name, obj in inspect.getmembers(module): if ( inspect.isclass(obj) and issubclass(obj, BaseAgent) and obj is not BaseAgent and obj.__module__.startswith(module_name) ): logger.info(f"自动发现智能体: {obj.__name__} 来自 {item.name}") self.register_agent(obj) except Exception as e: logger.warning(f"无法从 {item.name} 加载智能体: {e}") agent_manager = AgentManager() # 自动发现并注册所有智能体 agent_manager.auto_discover_agents() agent_manager.init_all_agents() __all__ = ["agent_manager"] if __name__ == "__main__": pass