<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet href="/rss.xsl" type="text/xsl"?><rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>语义检索 | 折腾啥</title><description>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:62307599601855488</description><link>http://telegram.zhetengsha.eu.org</link><item><title>ck: 用语义理解替代关键词匹配的本地代码搜索工具• 支持 Semantic、Regex、Hybrid 三种搜索模式，输入“错误处理”这类自然语言也能定位到相关实现逻辑• 内置自动增量索引与 chunk 级缓存，首轮建索引后后续检索更快，大型仓库也能保持高响应• 提供 MCP Server 与 TUI 交互界面，可直接接入 Claude、Cursor 等 AI Agent 工作流，也兼容 grep 使用习惯</title><link>http://telegram.zhetengsha.eu.org/posts/4876</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/4876</guid><pubDate>Fri, 20 Feb 2026 01:00:00 GMT</pubDate><content:encoded>&lt;u&gt;ck: 用语义理解替代关键词匹配的本地代码搜索工具&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;• 支持 Semantic、Regex、Hybrid 三种搜索模式，输入“错误处理”这类自然语言也能定位到相关实现逻辑&lt;br /&gt;&lt;br /&gt;• 内置自动增量索引与 chunk 级缓存，首轮建索引后后续检索更快，大型仓库也能保持高响应&lt;br /&gt;&lt;br /&gt;• 提供 MCP Server 与 TUI 交互界面，可直接接入 Claude、Cursor 等 AI Agent 工作流，也兼容 grep 使用习惯&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/BeaconBay/ck&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/BeaconBay/ck&quot;&gt;https://github.com/BeaconBay/ck&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;/search/result?q=%23%E4%BB%A3%E7%A0%81%E6%90%9C%E7%B4%A2&quot; title=&quot;#代码搜索&quot;&gt;#代码搜索&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E8%AF%AD%E4%B9%89%E6%A3%80%E7%B4%A2&quot; title=&quot;#语义检索&quot;&gt;#语义检索&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E5%85%B7&quot; title=&quot;#开发工具&quot;&gt;#开发工具&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Rust&quot; title=&quot;#Rust&quot;&gt;#Rust&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23MCP&quot; title=&quot;#MCP&quot;&gt;#MCP&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt;&lt;a class=&quot;tgme_widget_message_link_preview&quot; href=&quot;https://github.com/BeaconBay/ck&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;Local first semantic and hybrid BM25 grep / search tool for use by AI and humans!  - BeaconBay/ck&quot;&gt;
  
  &lt;div class=&quot;link_preview_site_name accent_color&quot;&gt;GitHub&lt;/div&gt;
  
  &lt;div class=&quot;link_preview_title&quot;&gt;GitHub - BeaconBay/ck: Local first semantic and hybrid BM25 grep / search tool for use by AI and humans!&lt;/div&gt;
  &lt;div class=&quot;link_preview_description&quot;&gt;Local first semantic and hybrid BM25 grep / search tool for use by AI and humans!  - BeaconBay/ck&lt;/div&gt;
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