📰 2026-04-04 02:30 更新
🔸 We replaced RAG with a virtual filesystem for our AI documentation assistant / 我们将RAG替换为AI文档助理的虚拟文件系统
🔗 We replaced RAG with a virtual filesystem for our AI documentation assistant
🔥 42 points
原文:
RAG is great, until it isn’t. Our assistant could only retrieve chunks of text that matched a query. If the answer lived across multiple pages, or the user needed exact syntax that didn’t land in a top-K result, it was stuck. We wanted it to explore docs the way you’d explore a codebase. Agents are converging on filesystems as their primary interface because grep, cat, ls, and find are all an agent needs. If each doc page is a file and each section is a directory, the agent can search for exa…
译文:
抹布很棒，直到它不是。我们的助手只能检索与查询匹配的文本块。如果答案分布在多个页面上，或者用户需要精确的语法，但没有出现在top-K结果中，则会被卡住。我们希望它能像探索代码库一样探索文档。由于grep、cat、ls和find都是代理的需求，因此代理正在将文件系统作为其主要接口进行收敛。如果每个文档页面是一个文件，并且每个节 是一个目录，代理可以搜索exa…
自动更新 · 正文抓取 · 双语翻译