GitHub - paulknysh/raggy: A lightweight CLI tool for RAG over local documents
github.com
A lightweight CLI tool for RAG over local documents - paulknysh/raggy

https://github.com/paulknysh/raggy

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.