Data & researchProq 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% of

Trinay Hari1.6K views

Data & researchUpweight 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, practical

Vishesh Baghel32.8K views

Data & researchJev 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:

fatwang2208.5K views

Data & researchJev 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

Data & researchSearch 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

Data & researchOCR-powered image classificationMade myself a little image classifier with OCR + Jev It was able to categorise ~900 images in 40 seconds Pretty cool

Fayaz Ahmed33.3K views

Data & researchScoring a frontier-AI essaywhat does jev from @typesafeai think of the pacing the frontier article by @DarioAmodei?

Nicholas Dunzelman2.1K views

Data & researchPaper 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 secs

AVB2.3K views

Data & researchQuality 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