Docs · Search & RAG
Cookbook: Line-by-Line Search
Semantic search over GitHub's Terms of Service: one request ranks all 218 lines with a Choice while a Noul checks whether the document contains an…
Open docs.typesafe.ai ↗How builders describe it
Semantic search over GitHub's Terms of Service: one request ranks all 218 lines with a Choice while a Noul checks whether the document contains an answer at all, including when it should say no.
**My first Jev result!** Recreated the example "Line-by-line search" ( to process real Terms of Service (ToS) docs, and identifying the specific lines of the ToS that were related to user or vendor ownership of input/output content (AI Vendor ToS'), and then compared that to the same function being…
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 · zachlandes
Search & RAGTrufflerRails intent search gem: TypeSafe Jev builds named-dimension labels at index time and encodes queries the same way, then ranks with SQL over labels,…GitHub · ★ 36 · kieranklaassenSearch & 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