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Jev-shaped (TypeSafe System One) classification wrapper over OpenAI-like clients
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A Python client that speaks the documented System One wire format against any OpenAI-compatible model, using logprobs or JSON fallbacks.
User repository on GitHub
Jev-shaped (TypeSafe System One) classification wrapper over OpenAI-like clients
Repo stats from the GitHub API, cached Oct 2026.Homepage
OpenAI's Decisions API answers predicate, choice and score questions about a shared input — text or images — and returns typed answers with one usage for the call. jevper speaks that schema over any model and any OpenAI-compatible surface, so the questions can go to the endpoint you already have:
Quoted from the project's README. Read the full README.
Watch out
Apache-2.0. Probabilities from JSON completions are not the same calibration story as hosted Jev.
Posts, threads, and videos about this entry from around the web.
Hacker News: Jevper exposes the System One wire format on any OpenAI-compatible model.
czl_my10 pointsShow HN: Jevper – the Jev interface on top of any OpenAI-compatible modelRead the thread on Hacker NewsLinkedIn: What multimodal decision models actually change, and what they do not.
LinkedInJevDirectory.org
Hacker News: Decision Index 0.2.1 scores open reproductions of Jev on a frozen suite.
jackbravo4 pointsDecision Index 0.2.1 – 70 open reproductions of TypeSafe Jev's Decision ModelRead the thread on Hacker NewsHacker News: Pointer to a DiffusionGemma plus vLLM tutorial for a Jev-shaped classifier.
1 pointHow to build a Jev-style classifier with DiffusionGemma and vLLMRead the thread on Hacker NewsOriginal write-ups on what this entry is for.
Posts from builders shipping with Jev right now.