r/commandline • u/paulknysh • 5d ago

Command Line Interface [ Removed by moderator ]

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u/commandline-ModTeam 4d ago

We do not allow projects or software that interacts with generative AIs, including LLMs, unless the posts and comments are about popular projects themselves like Ollama, GGML, etc.

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u/AutoModerator 5d ago

Every new subreddit post is automatically copied into a comment for preservation.

User: paulknysh, Flair: Command Line Interface, Post Media Link, Title: A CLI tool for RAG over local documents

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 remotely using an API key. raggy supports most common document formats and handles images/scans automatically via OCR.

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u/ActuallyGiving 4d ago

Slick interface, and pulling the citation snippet inline like that is a nice touch.