Repo · Search & RAG
Truffler
Rails intent search gem: TypeSafe Jev builds named-dimension labels at index time and encodes queries the same way, then ranks with SQL over labels,…
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Sniff out the right record: Jev-powered search for Rails with index-time labels, query understanding, and streamed reranking on top of your own keyword and embedding search
How builders describe it
Rails intent search gem: TypeSafe Jev builds named-dimension labels at index time and encodes queries the same way, then ranks with SQL over labels, text similarity, and keywords—optional streamed Jev reranking.
The decision Jev makes
Rank candidates against a query, or answer whether a passage is relevant.
Where it fits
Search pipelines retrieve too much. These projects use Jev as a reranker or relevance check after the first search, so only useful results reach the user or the model. All 61 search & rag projects →
Related projects
Search & RAGjev-ragVector-free local RAG: SQLite BM25 retrieval, TypeSafe Jev evidence reranking, optional grounded LLM answers (no embeddings).GitHub · ★ 2 · aifabrice
Search & RAGjevzfMeaning search for fzf: rank piped lines by TypeSafe Jev relevance (CLI filter or stock fzf Ctrl-R binding); unofficial.GitHub · zachlandesSearch & RAGShip PileDescribe the startup you are looking for and Jev ranks the pile, asking once per startup whether it is a fit.Site
Search & RAGMilvus ModelUse a Python reranker interface to score candidate documents with Jev and return their original indices in score order.GitHub · ★ 61 · milvus-io
Search & RAGjevsearchshadcn/ui registry block that adds a ⌘K site-search palette: a local keyword pass answers on the first keystroke, then TypeSafe Jev re-ranks the top…GitHub · ★ 6 · kylemclaren
Search & RAGJev in Search: Three Practical EvaluationsIndependent experiments on search stopping, memory reranking, and multi-hop relation selection, with implementation links and limitations including…Guide · Cheney Zhang