raggy

Lightweight CLI for running Retrieval-Augmented Generation (RAG) question-answering over local documents.

Desktopfreeglobal

raggy is a free, lightweight command-line RAG tool that lets a user ask questions over a folder of local documents, including scanned images via OCR, with a hybrid vector-and-keyword index and embeddings generated entirely locally using Ollama and Chroma, returning cited answers with source locations. It is aimed at people who want document question-answering without uploading files to a cloud service.

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