> ## Documentation Index
> Fetch the complete documentation index at: https://blog.sunzqing.cn/llms.txt
> Use this file to discover all available pages before exploring further.

# RAG

[**Mintlify 用虚拟文件系统取代 RAG，实现 460 倍更快的 AI 文档助手**](https://www.simplenews.ai/news/mintlify-replaces-rag-with-virtual-filesystem-for-460x-faster-ai-documentation-assistant-2aqz)

* 原文链接：[How we built a virtual filesystem for our Assistant](https://www.mintlify.com/blog/how-we-built-a-virtual-filesystem-for-our-assistant)

* [他们把RAG扔了：46秒变100毫秒，每年省7万美元，靠的是一个假文件系统 - 知乎](https://zhuanlan.zhihu.com/p/2023845651931243452)

* HN 411分：[我们用虚拟文件系统替代了RAG，适用于我们的AI文档助手 |黑客新闻](https://news.ycombinator.com/item?id=47618223)

* [我们如何为助手构建虚拟文件系统 |本杰明·韩](https://www.linkedin.com/posts/benjaminhan_how-we-built-a-virtual-filesystem-for-our-activity-7446351506905415680-l9ES)

***