yuyonghao-memory-v2基于中文向量嵌入和知识图谱，实现语义搜索、实体提取及自动管理的高效记忆系统。
Install via ClawdBot CLI:
clawdbot install yuyonghao-123/yuyonghao-memory-v2Grade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://registry.npmjs.org/@huggingface/jinja/-/jinja-0.2.2.tgzAudited Apr 17, 2026 · audit v1.0
Generated May 5, 2026
用户可以使用Memory V2构建个人知识库，自动提取笔记中的实体并建立关联，通过语义搜索快速回忆相关信息，适合个人学习、阅读笔记管理等场景。
客服系统接入Memory V2，记录用户历史对话和偏好实体（如产品型号、问题类型），在后续对话中自动提取并关联，实现上下文感知的智能回复。
企业内部文档通过Memory V2自动提取实体和关系，构建轻量级知识图谱，支持员工通过自然语言搜索查询内部知识，提升信息检索效率。
为AI助手提供长期记忆能力，存储用户偏好、过往对话摘要，通过语义搜索和遗忘机制管理记忆，使助手更个性化。
基于用户历史交互内容构建向量记忆，语义搜索相似内容并推荐，同时利用知识图谱发现实体关联，提升推荐多样性。
将Memory V2作为云服务提供，按存储量、API调用次数或用户数收费，适用于中小企业和个人开发者。
将Memory V2作为SDK嵌入到第三方应用（如CRM、OA系统），收取一次性授权费或按部署数量收费。
基础记忆功能免费，高级特性（如多模态支持、大容量存储、定制模型）付费解锁，吸引用户试用后转化。
💬 Integration Tip
集成只需安装npm包并初始化MemorySystem实例，注意首次运行需下载模型约500MB，适合有Node.js基础的开发者。
Scored Apr 19, 2026
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