[{"data":1,"prerenderedAt":207},["ShallowReactive",2],{"\u002Fcn\u002Fmemos_cloud\u002Foverview":3,"surround-\u002Fcn\u002Fmemos_cloud\u002Foverview":199},{"id":4,"title":5,"avatar":6,"banner":6,"body":7,"category":6,"desc":191,"description":192,"extension":193,"links":6,"meta":194,"navigation":6,"path":195,"seo":196,"stem":197,"__hash__":198},"docs\u002Fcn\u002Fmemos_cloud\u002Foverview.md","MemOS简介",null,{"type":8,"value":9,"toc":184},"minimark",[10,19,22,28,31,36,39,63,70,81,88,92,94,98,135,137,141,149,152],[11,12,13,14,18],"p",{},"它的目标是：让你的 AI 系统 ",[15,16,17],"strong",{},"像人一样拥有长期记忆","，不仅能记住用户说过的话，还能主动调用、更新和调度这些记忆。",[11,20,21],{},"对于开发者来说，MemOS 就像数据库之于应用：你不需要重复造轮子去解决“AI怎么记忆”的问题，只要调用 MemOS 提供的服务，就能轻松给你的 Agent 或应用装上“记忆能力”。",[23,24],"img",{"src":25,"alt":26,"style":27},"https:\u002F\u002Fcdn.memtensor.com.cn\u002Fimg\u002F1758797309044_md3o9t_compressed.png","记忆对比","width:70%;",[29,30],"br",{},[32,33,35],"h2",{"id":34},"_1-为什么需要memos","1. 为什么需要MemOS",[11,37,38],{},"大模型原生的记忆存在局限：",[40,41,42,49,55],"ul",{},[43,44,45,48],"li",{},[15,46,47],{},"上下文有限","：一次对话的 Token 窗口再大，也无法承载长期知识。",[43,50,51,54],{},[15,52,53],{},"遗忘严重","：用户上周说过的偏好，下次对话就消失了。",[43,56,57,60,61],{},[15,58,59],{},"难以管理","：随着交互增多，记忆混乱，开发者需要额外逻辑处理。",[29,62],{},[11,64,65,66,69],{},"MemOS 的价值在于，它",[15,67,68],{},"抽象出记忆层","，让你只关注业务逻辑：",[40,71,72,75,78],{},[43,73,74],{},"不再手写繁琐的“长文本拼接”或“额外数据库调用”。",[43,76,77],{},"记忆可以像模块一样复用、扩展，甚至在不同 Agent、不同系统之间共享。",[43,79,80],{},"通过主动调度和多层管理，记忆调用更快、更准，显著降低幻觉。",[11,82,83,84,87],{},"简单来说：",[15,85,86],{},"MemOS 让 AI 不再是一次性的对话机器，而是能持续成长的伙伴","。",[23,89],{"src":90,"alt":91,"style":27},"https:\u002F\u002Fcdn.memtensor.com.cn\u002Fimg\u002F1758706201390_iluj1c_compressed.png","image",[29,93],{},[32,95,97],{"id":96},"_2-memos能做些什么","2. MemOS能做些什么",[40,99,100,106,117,123,129],{},[43,101,102,105],{},[15,103,104],{},"个性化对话","：记住用户的姓名、习惯、兴趣、指令偏好，下次自动补充。",[43,107,108,111,112,87],{},[15,109,110],{},"团队知识库","：把碎片对话转化为结构化知识，供多个 Agent 协作使用，详见",[113,114,116],"a",{"href":115},"\u002Fmemos_cloud\u002Ffeatures\u002Fadvanced\u002Fknowledge_base","知识库",[43,118,119,122],{},[15,120,121],{},"任务连续性","：跨会话、跨应用保持记忆，让 AI 从容处理长流程任务。",[43,124,125,128],{},[15,126,127],{},"多层记忆调度","：针对不同需求调用最合适的记忆，提升性能与准确率。",[43,130,131,134],{},[15,132,133],{},"开放扩展","：支持单独作为 API 使用，也能接入现有的框架（官方使用指导即将上线，着急的老师们也可以先自己动手哦~）",[29,136],{},[32,138,140],{"id":139},"_3-下一步行动","3. 下一步行动",[11,142,143,144,148],{},"👉 进入 ",[113,145,147],{"href":146},"\u002Fmemos_cloud\u002Fquick_start","快速开始","，通过一个最小示例展示如何给你的 Agent 加上“记忆能力”。",[11,150,151],{},"👉 或直接开始开发业务应用，我们提供实践项目供您参考：",[40,153,154,160,166,172,178],{},[43,155,156],{},[113,157,159],{"href":158},"\u002Fusecase\u002Ffinancial_assistant","让理财助手读懂客户行为背后的偏好",[43,161,162],{},[113,163,165],{"href":164},"\u002Fusecase\u002Fwritting_assistant","有记忆的写作助手更好用",[43,167,168],{},[113,169,171],{"href":170},"\u002Fusecase\u002Fhome_assistant","构建拥有记忆的家庭生活助手",[43,173,174],{},[113,175,177],{"href":176},"\u002Fusecase\u002Fframeworks\u002Fclaude_mcp","Claude MCP",[43,179,180],{},[113,181,183],{"href":182},"\u002Fusecase\u002Fframeworks\u002Fcoze_plugin","Coze插件工具",{"title":185,"searchDepth":186,"depth":186,"links":187},"",2,[188,189,190],{"id":34,"depth":186,"text":35},{"id":96,"depth":186,"text":97},{"id":139,"depth":186,"text":140},"MemOS（Memory Operating System）是一个面向 AI 应用的记忆管理操作系统。","它的目标是：让你的 AI 系统 像人一样拥有长期记忆，不仅能记住用户说过的话，还能主动调用、更新和调度这些记忆。","md",{},"\u002Fcn\u002Fmemos_cloud\u002Foverview",{"title":5,"description":192},"cn\u002Fmemos_cloud\u002Foverview","ikaLO4jxvngrS135I3EpoWxy4Ndld4xDSLYB6rUaYr0",[200],{"title":147,"path":201,"stem":202,"icon":203,"framework":6,"module":6,"class":204,"target":-1,"active":205,"defaultOpen":205,"children":-1,"description":206},"\u002Fcn\u002Fmemos_cloud\u002Fquick_start","memos_cloud\u002Fquick_start","i-ri-rocket-line",[],false,"欢迎访问 MemOS 云平台，可参考本新手指南，快速接入记忆能力。",1774339745429]