Projects built with Jev

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MotherDuck: classify text directly in SQLText classification in MotherDuck just got ~50x faster at ~1% of the cost. prompt_jev() is a SQL function powered by Jev, TypeSafe's new system one model. 100k rows: 40s, $0.50, frontier-LLM accuracy. The LLM took 32 min and $37. Read on:MotherDuck208.5K views on X

See the mood of a call as it happensRealtime sentiment analysis with Jev and ElevenLabs. Each phrase takes on the color of the emotion it carries while the caller is still talking. Six meters on the right track the mood of the call.ElevenLabs Developers171.3K views on X

Proq construction-plan classificationBuilt a construction plan-set classifier with Jev. Proq turns civil and building plan sets into bills of materials using an LLM pipeline we built on GPT-4.1. Jev classified an entire 26-sheet plan set in 2.9 seconds for $0.0052. It matched GPT-4.1 and GPT-6 Astra on 100% ofTrinay Hari1.6K views on X

Upweight for Hacker NewsI recently got access to jev from and built this, because I hated the hacker news front page. everyone gets the same stories in the same order. someone else already decided what matters, and it is never quite what matters to me so: six sliders. technical depth, drama, practicalVishesh Baghel≈ 32.8K views on X

Jev SearchBuilt Jev Search -- free and open source, powered by @typesafeai Jev and @search1api_dev search API. Ask in plain language. Jev picks where to search and ranks what comes back. Try it now:

Jev Searchfatwang2208.5K views on X

Jev ReviewerIntroducing Jev Reviewer, a tool designed for systematic reviewers to quickly find and extract the information from research articles. App: GitHub:Ahmad Sofi-Mahmudi22.5K views on X

Search a physical libraryJev lets me search my physical library by looking at the entire book index in parallel in 300ms. Here, the answer to “Who invented photography?” is probably on page 98 under "Niépce, Joseph Nicéphore"Seth Thompson11.2K views on X

OCR-powered image classificationMade myself a little image classifier with OCR + Jev It was able to categorise ~900 images in 40 seconds Pretty coolFayaz Ahmed33.3K views on X

Scoring a frontier-AI essaywhat does jev from @typesafeai think of the pacing the frontier article by @DarioAmodei?Nicholas Dunzelman2.1K views on X

Paper Breakdown research recommendationsOrganically integrated JEV in a real project The Paper Breakdown Recommendation Engine We already had a working system that combines content-based and collaborative filtering. Pro users may now get additional curation with Jev. 0.0019$/user for ~70 recs 🤯 ~50 users in 5 secsAVB2.3K views on X

Quality checks for physical-AI action labelsJev is insane. We are building egocentric training data for physical AI. Jev QA'd 58,643 action labels in under 3 minutes. 90 cents. A friction cost of the Claude & GPT models.Peter Wang1.4K views on X