Jev in production › Search, ranking and matching

SiftRank

Semantic ranking CLI with a Jev provider: Jev compares pairs of items within randomized batches, and SiftRank combines the probabilities into a converged ranking of prose, code or tickets.

Open on GitHub ↗

The source publishes no measured number.
Use
Search, ranking and matching
Industry
Security
Form
Open-source tool
Stage
In production
Listed
2026-09-20
Found via
github
Repository
noperator/siftrank
Stars
225
Forks
24
Last push
2026-09-20
Language
Go
License
MIT

The README opens with

19 Sep '26: SiftRank now supports Jev, alongside OpenAI and compatible Chat Completions APIs. Use --provider jev to get started; see Jev below.

Using an agent? Install the SiftRank agent skill to help it retrieve the most relevant items from large datasets on the fly.

You've got a lot of data on your hands, and you need to find signal in the noise. Problem is, your desired "signal" doesn't fit a predefined regex (more of a semantic you-know-it-when-you-see-it kind of thing). And there's way more stuff to look at than you can possibly read through. Even your agent's context window can't fit it all! Has this ever happened to you?

Badge

For the project's own README, linking back here:

Listed in Jev in production

Also used for search, ranking and matching