knowledge-rag

Teams that want an agent to answer from their own internal documents without sending them to a cloud service.

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Use it now

git clone https://github.com/lyonzin/knowledge-rag.git

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Third party software. By copying, downloading or installing it you accept the Academy legal notice: you are responsible for reviewing its code and permissions before use.

README.md

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What it does

A local retrieval server for Claude Code and other MCP clients. It indexes your documents and searches them with a mix of keyword and semantic matching, then reranks the results. It splits Markdown by structure and expands queries. It runs offline, so your documents stay on your machine.

Use cases

01Search internal policies and procedure documents
02Answer questions from a folder of project notes
03Find related passages across many Markdown files

Questions about
knowledge-rag.

What is knowledge-rag used for?

Teams that want an agent to answer from their own internal documents without sending them to a cloud service. A local retrieval server for Claude Code and other MCP clients. It indexes your documents and searches them with a mix of keyword and semantic matching, then reranks the results. It splits Markdown by structure and expands queries. It runs offline, so your documents stay on your machine.

How do I install knowledge-rag?

Run this in your terminal: git clone https://github.com/lyonzin/knowledge-rag.git

Is knowledge-rag open source?

Yes. The code is on GitHub (lyonzin/knowledge-rag) under the MIT licence.

Is knowledge-rag safe to use?

Our automatic scan flagged points to review, so read the code before installing it. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.

Related resources

Read the guide: AI data analysts: ask your data ↗