raggy

raggy is a lightweight command-line tool that enables Retrieval-Augmented Generation over local documents using hybrid vector and lexical search. It supports various document formats, performs local embedding and indexing, and generates answers via local or remote LLMs. The tool is designed for users to query their own document corpus with citations and relevance scores, running fully or partially offline.