from .adapters.base import MemoryAgent from .adapters.letta import LettaAgent from .adapters.mem0 import Mem0Agent from .adapters.memu import MemUAgent from .adapters.reme import ReMeAgent from .adapters.text2mem import Text2MemAgent def build_registry() -> dict[str, MemoryAgent]: """实例化所有适配器,并按系统 ID 建立索引。""" agents = [Text2MemAgent(), Mem0Agent(), LettaAgent(), ReMeAgent(), MemUAgent()] return {agent.id: agent for agent in agents} agents = build_registry()