CalibratedDecisions.

Post · Search & RAG

JevRelevanceRetriever

An open-source LangChain retriever built on Jev.

Open x.com ↗
Saksham Malhotra @SakshamMalhot27

Launching JevRelevanceRetriever
just $0.73 across 6,460 calls

Open src Jev LangChain BaseRetriever for rel scoring

Install and use it, no chain changes ;)

pip install jev-relevance
Repo-github.com/saksham-malhot…

Open for issues and PRs, feel free to contribute

Video from the post

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 108 search & rag projects →

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