Jigsaw
RAGite demo is one of two pieces that belong together: RAGite, the SQLite extension, and RAGite demo, the search app built on it. This little puzzle stands on its own, apart from the family of other projects.
RAGite demo you are here
Search the SQLite docs and Wikipedia in your browser with RAGite and Datasette, offline and in one SQLite file.
RAGite engine
Embeddable, CPU-friendly retrieval (RAG) as a SQLite extension.
The extension this demo is built on. RAGite splits every document into chunks, embeds them on the CPU with its built-in model and answers each search with a hybrid ranking, vector similarity and BM25 fused by Reciprocal Rank Fusion, always with a link back to the source. The demo pins the libragite.so of the RAGite 1.0.1 release, which is published for Linux x86-64 only so far.