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微软在2025年10月正式发布了 Microsoft Agent Framework ，旨在简化和统一与大型语言模型（LLM）的交互方式，并提升AI代理的开发效率。这一框架的推出，标志着微软在AI Agent开发领域迈出的又一步。本文将聚焦于该框架中的一项关键功能—— 对话持久化 ，探讨其实现原理及对未来AI应用的影响。