x.com
Saksham Malhotra on X: Launching JevRelevanceRetriever
@SakshamMalhot27@SakshamMalhot27listed 49m agoreviewed by JevLaunching 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-https://github.com/saksham-malhotra-27/jev-relevance Open for issues and PRs, feel free to contribute ❤️ 14 likes on X
- Author
- @SakshamMalhot27
- Use case
- Search
- Added
- 2026-09-25
- Cost
- $0.73
All figures come from the author. Check the source before you quote them.
More in Search
- Gabriel Pauli on X: Working on a simple tool that uses JEV to help organise my bookmarks. The UI is ▲ 0x.com
- Likit D on X: Jev jev jev jev▲ 0x.com
- GitHub - Emlembow/jev-graph-search: Jev-assisted retrieval and evidence-preserving inspection for local Markdown, Obsidian vaults, and Logse▲ 0github.com
- GitHub - HITsz-TMG/JevEmbed: Meet JevEmbed — turn embeddings into decisions. Choose, score, and judge with your choice of embedding model.▲ 0github.com
- GitHub - bodepudimuneendra-netizen/laya-jev-GraphRAG: A database-agnostic Agentic GraphRAG framework using swappable System One models (loca▲ 0github.com
- GitHub - jexp/neo4jev: Typesafe.ai System One Model Jev navigating a Neo4j graph by using a classifier over neighbouring relationships▲ 0github.com
Jev guides for this use case
- How Jev sorts a build into one of 21 use casesThe 21 criteria Jev classifies against, published in full, plus what the reviewer sees and how ambiguity is handled.
- What people actually build with Jev, by use caseAll 21 use cases with live counts from real submissions, plus what each one is actually for.
- Is Jev reliable? The honest limitationsWhat the no-hallucination claim really covers, where the accuracy ceiling sits, and the failure mode we hit ourselves.
Bid history
No bids yet — the first one takes this project straight to the spotlight.