Power Users/Automators 折腾/讨论/分享各种开源工具/脚本/自动化工作流👥 @zhetengsha_group📌 合集 https://t.me/zhetengsha/2🎁 恰饭 https://t.me/zhetengsha/957📢 广告投放 @xream @xream_botBuy ads: https://telega.io/c/zhetengshafeedId:55438372655431680+userId:62307599601855488http://telegram.zhetengsha.eu.orghttp://telegram.zhetengsha.eu.org/posts/5758http://telegram.zhetengsha.eu.org/posts/5758Sun, 24 May 2026 04:04:13 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5758-0" popovertargetaction="show" aria-label="Open image preview: Memory Forge: 可编辑 AI 会话记忆的本地桌面管理器记忆操控 — 编辑 AI 对话历史中的任意消息，然后无缝继续擦除 &amp; 注入 — 删除噪音或往历史消息中注入缺失的上下文修改追溯 — 每次编辑都有前后 diff 对比，完整可追溯"> <img src="/static/https://cdn5.telesco.pe/file/u5PW7R5XNGJz7f-MaqvXZqiWMibxdSqkH9qruI0FfqYz_SG7ucW3yU80ODr19KCRYIh81nHUypl1KHf7L0mLwqzzr4qUvmkybgLuZboRO1A9N-LAARbCBZRfN-DiJ543ygpCMnPzfgbSWdYBu8EW2TSQyZ8hVSown-AasZhIRxAuPXIjOv7FI_XmuK7HhkS_QwRi9GdPrNmVFaZtVpL0qxcLfIhpiVPC28HqsGgp-6TxC6XMAdyHqWVj5rN0yAGuCM2llm_o_MKhrWS5Qn043KJbF5YOIuFUh3qRos1CuT8aNaSwAM8Sjjqo-cfJ74RmHjrgQ6vJGfjfe9hrxyn7FA.jpg" alt="Memory Forge: 可编辑 AI 会话记忆的本地桌面管理器记忆操控 — 编辑 AI 对话历史中的任意消息，然后无缝继续擦除 &amp; 注入 — 删除噪音或往历史消息中注入缺失的上下文修改追溯 — 每次编辑都有前后 diff 对比，完整可追溯" width="800" height="517" loading="eager" /> </button> <div class="modal" id="modal-5758-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5758-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5758-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>Memory Forge: 可编辑 AI 会话记忆的本地桌面管理器</u><br /><br /><blockquote>记忆操控 — 编辑 AI 对话历史中的任意消息，然后无缝继续<br /><br />擦除 &amp; 注入 — 删除噪音或往历史消息中注入缺失的上下文<br /><br />修改追溯 — 每次编辑都有前后 diff 对比，完整可追溯</blockquote><br /><br /><a href="https://github.com/voidcraft-dev/memory-forge-rs" target="_blank" rel="noopener" title="https://github.com/voidcraft-dev/memory-forge-rs">https://github.com/voidcraft-dev/memory-forge-rs</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327880277607583303.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/2" target="_blank" rel="noopener" title="合集">合集</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6021860481923288796.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha_group" target="_blank" rel="noopener" title="群组">群组</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327792445526380187.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/957" target="_blank" rel="noopener" title="恰饭">恰饭</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6330367862535884142.webp" alt="" loading="lazy" width="20" height="20" /><a href="https://t.me/xream_bot" target="_blank" rel="noopener" title="联系推广">联系推广</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327836885552991740.webp" alt="" loading="lazy" width="20" height="20" /> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E8%AE%B0%E5%BF%86%E7%AE%A1%E7%90%86" title="#记忆管理">#记忆管理</a> <a href="/search/result?q=%23%E6%A1%8C%E9%9D%A2%E5%BA%94%E7%94%A8" title="#桌面应用">#桌面应用</a> <a href="/search/result?q=%23Rust" title="#Rust">#Rust</a> <a href="/search/result?q=%23Tauri" title="#Tauri">#Tauri</a> <a href="/search/result?q=%23ClaudeCode" title="#ClaudeCode">#ClaudeCode</a> <a href="/search/result?q=%23CodexCLI" title="#CodexCLI">#CodexCLI</a> <a href="/search/result?q=%23OpenCode" title="#OpenCode">#OpenCode</a> <a href="/search/result?q=%23KiroCLI" title="#KiroCLI">#KiroCLI</a> <a href="/search/result?q=%23GeminiCLI" title="#GeminiCLI">#GeminiCLI</a>http://telegram.zhetengsha.eu.org/posts/5088http://telegram.zhetengsha.eu.org/posts/5088Mon, 16 Mar 2026 04:00:56 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5088-0" popovertargetaction="show" aria-label="Open image preview: OpenViking: 面向 AI Agent 的开源上下文数据库把 🦞 OpenClaw 的记忆 从 qmd 换成了 OpenVikingopenclaw-memory-plugin 文档• 用文件系统范式统一管理记忆、资源与技能，把传统 RAG 的碎片化上下文组织成可检索、可追踪的 viking:// 结构• 提供 L0/L1/L2 分层上下文加载与目录递归检索，在降低 Token 消耗的同时提升复杂任务下的检索精度• 支持可视化检索轨迹、自动会话压缩与长期记忆提取，让 Agent 的上下文管理更可观测、可调试、可迭代"> <img src="/static/https://cdn5.telesco.pe/file/Gne2kisBl9IEs1FBIXIgAUOlTi-RQDomfEIk4RVgyN4mnya8funIte20OZLkc2wcskI53ffrXMaKTH0VWd6HgT7z_xDwzk_TdyGb5NR3bDpzuIqfC7Kh5S8WnIVxvt3IrSuK0CKmsb1aAUgXadC45SNmLgzwdaycHehiDrFax0iTP2i-xhCxL_1uXGVNstE-_hKeBrOJGW4rZ5efApUmh0G-SZpmU4etG5Gmr2OpuGVG_DleNnS2xool-4Bj_snTdFD0BhQtCXEFO9LRq-x782tcY0jG9cbDRRO4bq7zEMdd200eJkzDaPGAsaAuWOQtVWXscv62psgwFzTZK4R02A.jpg" alt="OpenViking: 面向 AI Agent 的开源上下文数据库把 🦞 OpenClaw 的记忆 从 qmd 换成了 OpenVikingopenclaw-memory-plugin 文档• 用文件系统范式统一管理记忆、资源与技能，把传统 RAG 的碎片化上下文组织成可检索、可追踪的 viking:// 结构• 提供 L0/L1/L2 分层上下文加载与目录递归检索，在降低 Token 消耗的同时提升复杂任务下的检索精度• 支持可视化检索轨迹、自动会话压缩与长期记忆提取，让 Agent 的上下文管理更可观测、可调试、可迭代" width="800" height="217" loading="eager" /> </button> <div class="modal" id="modal-5088-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5088-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5088-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>OpenViking: 面向 AI Agent 的开源上下文数据库</u><br /><br />把 <i class="emoji"><b>🦞</b></i> OpenClaw 的记忆 从 <a href="https://t.me/zhetengsha/4798" target="_blank" rel="noopener" title="qmd">qmd</a> 换成了 OpenViking<br /><br /><a href="https://github.com/volcengine/OpenViking/blob/main/examples/openclaw-memory-plugin/INSTALL-ZH.md" target="_blank" rel="noopener" title="openclaw-memory-plugin 文档">openclaw-memory-plugin 文档</a><br /><br />• 用文件系统范式统一管理记忆、资源与技能，把传统 RAG 的碎片化上下文组织成可检索、可追踪的 viking:// 结构<br /><br />• 提供 L0/L1/L2 分层上下文加载与目录递归检索，在降低 Token 消耗的同时提升复杂任务下的检索精度<br /><br />• 支持可视化检索轨迹、自动会话压缩与长期记忆提取，让 Agent 的上下文管理更可观测、可调试、可迭代<br /><br /><a href="https://github.com/volcengine/OpenViking" target="_blank" rel="noopener" title="https://github.com/volcengine/OpenViking">https://github.com/volcengine/OpenViking</a><br /><br /><a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23%E4%B8%8A%E4%B8%8B%E6%96%87%E6%95%B0%E6%8D%AE%E5%BA%93" title="#上下文数据库">#上下文数据库</a> <a href="/search/result?q=%23RAG" title="#RAG">#RAG</a> <a href="/search/result?q=%23%E8%AE%B0%E5%BF%86%E7%B3%BB%E7%BB%9F" title="#记忆系统">#记忆系统</a> <a href="/search/result?q=%23%E6%A3%80%E7%B4%A2%E5%A2%9E%E5%BC%BA" title="#检索增强">#检索增强</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23OpenViking" title="#OpenViking">#OpenViking</a>http://telegram.zhetengsha.eu.org/posts/4895http://telegram.zhetengsha.eu.org/posts/4895Mon, 23 Feb 2026 01:01:50 GMT<video src="/static/https://cdn5.telesco.pe/file/212750a9f4.mp4?token=XVQMXxVnaWY4tOzSH_pjfiYdMREUk2zBLEB8c2V38Ld4XV7M9wl5l9lRpK_5j3T-juqrQkbz9DbZtAqOD5-OEBu5L8ogQg8EkA-Ixd_qzuubG5Fvx-awRE6UYPTNOEKiFPC23UHO3ipBF-CnlWTtB1JKWdrodqk_EXzmLm8bRHBZipQI_FraSronRt8OfJGw9QABRHuWyGxHKHO7NkDGPo3qbB6t_rguMx6NWPeyg9no0EB2hvnjbxDQi_A8IQRNgyZVrrCmvfA5eiZEtHZxYSqJKXAILqILVrp1MxrpDlpSYxWGyZNglHMCgPg_EaIno8CrBxyyLtr9nRvKfrzrRw" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><u>MemOS: 大模型长时记忆操作系统 </u><br /><br />• 统一存储、检索与管理长时记忆，实现上下文感知的个性化交互 <br /><br />• 原生支持多模态、工具记忆和企业级优化，提升系统可靠性与效率 <br /><br />• 开放社区贡献，提供完整文档与快速上手指南<br /><br /><a href="https://github.com/MemTensor/MemOS" target="_blank" rel="noopener" title="https://github.com/MemTensor/MemOS">https://github.com/MemTensor/MemOS</a> <br /><br /><a href="/search/result?q=%23%E5%A4%A7%E6%A8%A1%E5%9E%8B" title="#大模型">#大模型</a> <a href="/search/result?q=%23%E8%AE%B0%E5%BF%86%E7%B3%BB%E7%BB%9F" title="#记忆系统">#记忆系统</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E5%BC%80%E6%BA%90" title="#开源">#开源</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>