标签：embeddings

Jev RAG (Jev-RAG / JevRAG): open-source local knowledge search with BM25 + Jev reranking, agentic and hybrid retrieval, cited answers, and reproducible benchmarks.

Semantic video scene search: embeddings retrieve, Jev decides. Measured on MSR-VTT — +9 pts R@1, and it can say 'nothing here matches'.

An independent, reproducible benchmark of TypeSafe's Jev against open, CPU-only alternatives — 10,000 decisions, all raw results published.