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raggy: A local-first CLI tool for RAG over your documents

This story is from 2026-09-09. It is preserved in the archive; the latest stories are on the live feed.

https://github.com/paulknysh/raggy A lightweight CLI tool for Retrieval-Augmented Generation (RAG) over local documents built with LangChain, Chroma, and Ollama. Hybrid database (vector + BM25 index) and embedding generation run fully locally. Answer generation can run either via a local LLM or rem…

Read the full story at r/LocalLLM ↗

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  1. 2026-09-09 16:06 · r/LocalLLM
    raggy: A local-first CLI tool for RAG over your documents

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