dyoburon

Saw some writing pop up about @typesafeai Jev being used as a reranker. It sounded a little odd to me at first because I mostly think of Jev as a "decision model" but it actually makes a ton of sense when you frame it as "does document X help answer input query Y?" You run noul against each document and sort by confidence scores. I decided to do a quick vibe check and found it actually does quite well! It outperforms off-the-shelf rerankers from Cohere and Voyage, while getting close to the quality of much more expensive frontier LLMs. We've done some exploration and found some clear opportunities to use it for classification tasks at @tryopine , but I didn't expect to have a potential home in our search pipeline!

we trained the fly to close b2b saas deals