华为诺亚开源智能体记忆系统MindMemOS，实现记忆跨场景迁移与技能协同进化
华为开源 MindMemOS，用结构化记忆与图检索解决 AI 智能体“转身就忘”的痛点，让记忆可迁移、可演进。
AI 智能体常被批评为“用完即忘”，每轮任务都要从头解释。华为诺亚方舟实验室开源的 MindMemOS，是一套可迁移、自进化的记忆操作系统：用结构化图存储实体、属性与时间，结合“做梦”式离线整合，让旧记忆自动归档、冲突事实被识别，记忆与技能一起进化。
正文摘录
- title: AI no longer use-and-discard: Huawei Noah open-sources MindMemOS, where memory and Skill evolve together - sourcecompany: QbitAI - bodymarkdown: User preferences, project context, and lessons learned from past mistakes cannot be transferred. Every time, one must explain everything from scratch, and then "re-raise" the new Agent from zero. To address this, Huawei Noah's Ark Lab has launched MindMemOS, a transferable, self-evolving memory operating layer for AI Agents: Through the MindSchema memory schema, memory extraction rules are predefined, or extraction strategies can be evolved offline around given tasks and annotated Q&A; Feedback mechanisms mine users' implicit corrective feedback, selectively reinforcing or downgrading existing memories, thereby improving memory reliabilit…