// project

02 / 06

RaceVault

Local-first RAG system for searching motorsport technical documents with source-linked answers.

RaceVault is a custom retrieval-augmented generation system for motorsport manuals, regulations, component documentation, part catalogues, and engineering references. It combines metadata pre-filtering, BM25 lexical search, BGE-M3 semantic retrieval, reciprocal rank fusion, cross-encoder reranking, and local Qwen 3.5 generation to return grounded answers with source citations and a visible evidence trace.