Offline Semantic Code & Document Search
MLVA is a 100% offline, privacy-first local search engine powered by hybrid Okapi BM25 keyword retrieval and MiniLM-L6-v2 dense vector embeddings via ONNX runtime.
npm install -g mlva-cli
or search your indexed documents directly in this web app
Key Documentation & Architecture Guides
- • System Architecture Diagram & Hybrid Ranking Pipeline — Technical deep-dive into BM25 + ONNX vector cosine scoring.
- • MLVA vs Ripgrep, Grep & Find — Feature-by-feature latency and semantic recall comparisons.
- • Tutorials & CLI Command Guide — Step-by-step setup, indexing, syntax viewer, and sync instructions.