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如何让AI智能体(Agent)像人类一样拥有持久的记忆,从而在复杂的连续任务中保持上下文感知和深度理解?这已成为构建高级智能体的核心挑战。本文将深入探讨Agent Memory的核心概念,并聚焦于LangGraph框架下的长短期记忆实现,详解短期会话与长期知识的存储、管理、语义检索等技巧。更进一步地,我们将通过一个引入MCP协议的实战案例,手把手带你构建一个真实的融合长记忆机制的Multi-Age ...