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Jev for Python

581 curated Jev resources. Python clients, SDKs, and tools.

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  • Docs10
  • Repos & sites565
  • Videos1
  • Articles5

All 581 Jev resources for Python

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Showing 193–240 of 581 resources

tjev
0GitHub stars
Independent Qwen3.5 typed-decision stack in JAX with Pallas TPU kernels, LoRA tuning, per-type calibration, and MLX export.
Jev Tools & CLIs#community#github
Communitytychota/tjevPython
Jev_vs_Laya_decision_games
1GitHub stars
Harness pitting Jev against Laya across six game-theory games with identical rules, plus a browser app to watch matches or play against the models yourself.
Jev Demos & Experiments#community#github
Communityminanayernia/Jev_vs_Laya_decision_gamesPython
laya-deploy
0GitHub stars
Reproducible deployment turning local open-weight Laya into the judgment backend for oh-my-pi, so small checks run on your own GPU.
Jev Agents & MCP#community#github
CommunityPidbid/laya-deployPython
langgraph-jev-router
0GitHub stars
LangGraph conditional edge that uses Jev parallel Choice routing between specialized agents instead of a generative model.
Jev Agents & MCP#community#github
CommunityJTankariya/langgraph-jev-routerPython
jev-site-auditor
0GitHub stars
Site-wide content auditor combining free deterministic regex and structural checks with one batched Jev judgment call per page.
Jev Integrations & Adapters#community#github
Communitytjkimcloud/jev-site-auditorPython
jev-crash-course
0GitHub stars
Eleven-level Jev crash course from zero with runnable examples, LiteLLM write-half, and a ticket-triage capstone with tests and evals.
Jev Benchmarks & Evaluations#community#github
Communitynadyth/jev-crash-coursePython
CMMS-JEV
0GitHub stars
Terminal-first synthetic CMMS where Jev makes six bounded semantic calls and Python validates results into workflow proposals.
Jev Tools & CLIs#community#github
CommunityOm22210564/CMMS-JEVPython
jev-recruiter
51GitHub stars
Local LinkedIn recruiting workspace on Browser Use's Jev Ultrafast: Jev screens titles, drives navigation, and assesses profile excerpts against your brief while a live browser stays visible; matches and evidence export as JSON.
Jev Agents & MCP#community#jevbest#catalog-import
Communityskeptrunedev/jev-recruiterPython
open-jev-typed-decision-engine
46GitHub stars
Open 150M encoder that reproduces the typed noul, choice, and score interface in one forward pass, trainable on a free GPU and runnable locally for nothing.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityintikhab49/open-jev-typed-decision-enginePython
TypeLLM
941GitHub stars
Library that adds schema-guaranteed typed outputs to existing autoregressive LLMs without changing weights, served through SGLang or a hosted API.
Jev Demos & Experiments#community#jevbest#catalog-import
CommunityTypeLLM/TypeLLMPython
solar-mini4-jev
45GitHub stars
Drop-in service that exposes Upstage Solar models through the System One shape, accepting state plus noul, choice, or score questions.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityhunkim/solar-mini4-jevPython
live-jev
44GitHub stars
Mac app that turns one short English or Japanese sentence into Ableton Live mixer, transport, clip, note, device, and track edits from a pop-up bar.
Jev Tools & CLIs#community#jevbest#catalog-import
Communityokinaaudio/live-jevPython
open-medical-jev
38GitHub stars
Research recipe that fuses two frozen open readers into Jev-style yes/no judgments with a fit-free router, confidence gate, and candidate sets.
Jev Demos & Experiments#community#jevbest#catalog-import
CommunityFeiLiuEM/open-medical-jevPython
jev-robot-control
62GitHub stars
Simulation study that drives one xArm7 apple-to-plate task with Jev, a large reasoning model, and a small model through identical incremental controls.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityopenroboto-ai/jev-robot-controlPython
jev-tree
41GitHub stars
Typed Python planner runtime that turns batched Jev action distributions into executable probability trees and graphs for finite decision tasks.
Jev Integrations & Adapters#community#jevbest#catalog-import
CommunityChuf-H/jev-treePython
OpenJev-Vision
40GitHub stars
Open research toolkit that encodes an image once and answers multiple typed choice, noul, and score questions from a shared distribution, plus a local 0.6B text-decision model.
Jev Demos & Experiments#community#jevbest#catalog-import
CommunityIamBusy/OpenJev-VisionPython
jev-cookbook
335GitHub stars
Chinese-language Jev cookbook with runnable Jupyter notebooks covering the three primitives, 18 official recipes, evaluation method, voice smart-home demo, and local Laya fine-tuning.
Jev Guides & Articles#community#jevbest#catalog-import
Communitydatawhalechina/jev-cookbookPython
djev
113GitHub stars
Example server that exposes Jev-style typed decisions and grounded span reads by seeding DiffusionGemma canvases and reading one denoise step per slot.
Jev Demos & Experiments#community#jevbest#catalog-import
Communitymmastrac/djevPython
jev_local
38GitHub stars
Local unofficial /v1/systemone adapter that serves Choice, Score, and Noul probabilities via first-token LLM judgments or a fine-tuned ModernBERT scorer, including Japanese docs.
Jev Practices & Patterns#community#awesomejev#catalog-import
CommunityArgos1111/jev_localPython
Jev-as-Policy
48GitHub stars
Self-contained MuJoCo reproduction that uses two sequential Jev Choice calls per update for manipulation intent and axis plus finger moves, with local IK and servo doing execution.
Jev Demos & Experiments#community#jevbest#catalog-import
CommunityYuanKJing/Jev-as-PolicyPython
Jev_Star
49GitHub stars
StarCraft II research repo combining Jev action selection with optional Astra plans across full-game macro control and SMAC-Hard micromanagement, with videos, replays, and a paper.
Jev Demos & Experiments#community#jevbest#catalog-import
Communitysc2musa/Jev_StarPython
jevify
55GitHub stars
Toolkit that makes a model behind an OpenAI-compatible endpoint or running in-process answer typed choice, score, and yes/no questions from next-token probabilities in Jev API shape.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityfidecastro/jevifyPython
jev-skill-suggester
33GitHub stars
Codex Skill plus stdlib-only Python CLI that recommends which installed skill to read next for a task, allowing no-skill or uncertain answers and never executing candidates.
Jev Agents & MCP#community#jevbest#catalog-import
Communitywin4r/jev-skill-suggesterPython
jev-forge
164GitHub stars
End-to-end toolkit that synthesizes decision data, trains and calibrates candidate scorers, evaluates fixed splits, and serves Jev-compatible inference for interactive web decisions.
Jev Demos & Experiments#community#jevbest#catalog-import
CommunityzwliJay/jev-forgePython
jev-seo
547GitHub stars
Live SEO audit that crawls a site from one homepage URL, checks 52 rules tied to Google Search Central, and asks Jev typed questions about every page to rank fixes.
Jev Tools & CLIs#community#jevbest#catalog-import
CommunityAgriciDaniel/jev-seoPython
OpenSourceJev
42GitHub stars
Local System One decision engine that turns open-weight Qwen models into typed decision endpoints via direct llama.cpp logits, with fast and accuracy profiles for consumer GPUs.
Jev Demos & Experiments#community#jevbest#catalog-import
Communitysabeel111/OpenSourceJevPython
typed-decision-bert
33GitHub stars
Local HTTP server aiming at Jev API shape using a BERT-family encoder, working with the official SDK by swapping base URL and key while stating it is not Jev-compatible yet.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityhawkymisc/typed-decision-bertPython
openthai-systemone
68GitHub stars
Open Thai plus English decision model that answers typed choice, score, and noul questions about a state in one forward pass.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityiapp-technology/openthai-systemonePython
mojev
29GitHub stars
Local typed decision model that takes text or image state plus a runtime schema and returns probability distributions in one forward pass.
Jev Demos & Experiments#community#jevbest#catalog-import
CommunityMoLeMo-Lab/mojevPython
ai-news-aggregator
32GitHub stars
Daily AI news pipeline that gathers RSS, arXiv, and social sources with staged agents and publishes a searchable web frontend.
Jev Agents & MCP#community#jevbest#catalog-import
Communityflyryan/ai-news-aggregatorPython
pijev
34GitHub stars
Drop-in Jev client wrapper that averages Choice predictions across option orderings in one request for stabler probabilities.
Jev Repos & SDKs#community#jevbest#catalog-import
CommunityTypeLLM/pijevPython
SmartMoney-Cub
27GitHub stars
Local-first trading journal and review harness that is read-only over markets, captures runs into frozen envelopes and evidence packs, and requires explicit human promotion before any rule returns.
Jev Tools & CLIs#community#jevbest#catalog-import
Communitymyc0576/SmartMoney-CubPython
loki
25GitHub stars
Agent runtime with a terminal UI and a messaging gateway that keeps memory, self-built skills, session search, scheduling, and subagents across Telegram, Discord, Slack, WhatsApp, Signal, and CLI.
Jev Integrations & Adapters#community#jevbest#catalog-import
Communitywundercorp/lokiPython
Jev-Register-Tool
34GitHub stars
Pure-HTTP automation for the TypeSafe register, magic-link login, onboarding, and API-key creation flow, with pluggable temp-mail backends, concurrent batch runs, and key verification exports.
Jev Tools & CLIs#community#awesomejev#catalog-import
Community2951461586/Jev-Register-ToolPython
dohnuts
36GitHub stars
Python toolkit plus 0.8B multimodal model that takes a message, document, or image and returns calibrated choice, yes/no, and score answers in one forward pass for local decision workloads.
Jev Tools & CLIs#community#awesomejev#catalog-import
CommunityPsiACE/dohnutsPython
jev-kit
63GitHub stars
Claude Code kit that guards PreToolUse calls with a free pre-filter plus one Jev question for ambiguous cases, and adds sub-agent sizing, rechecks, search, daemon speedups, and monitoring.
Jev Demos & Experiments#community#awesomejev#catalog-import
Communityjonathanavis96/jev-kitPython
jev-judge-mcp
72GitHub stars
MCP server over stdio that gives coding agents fourteen Jev judgment tools, turning evidence plus an enumerable question into auto, review, or escalate actions from calibrated probabilities.
Jev Agents & MCP#community#jevbest#catalog-import
CommunityPyModel/jev-judge-mcpPython
Mica-v0.1-4B
36GitHub stars
Small decision model that returns per-answer probabilities for yes/no, 2-255 choices, or 2-10 level scores in one prefill over the SystemOne format.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityakivet/Mica-v0.1-4BPython
laya-jev-GraphRAG
51GitHub stars
GraphRAG layer that runs a 4-phase ingest-to-answer pipeline over Neo4j, Memgraph, AGE or Kuzu using Laya or Jev decisions instead of per-hop LLM calls.
Jev Integrations & Adapters#community#jevbest#catalog-import
Communitybodepudimuneendra-netizen/laya-jev-GraphRAGPython
robodiag-harness
22GitHub stars
Terminal harness that checks ROS 2 robots with deterministic health tests, capability descriptions, SQLite history, and optional Jev evidence routing.
Jev Demos & Experiments#community#jevbest#catalog-import
CommunityYueBit/robodiag-harnessPython
jevclip
39GitHub stars
Video tool where Jev scores subtitle segments and code assembles a short highlights cut plus a de-watered full cut with timestamped summaries.
Jev Tools & CLIs#community#jevbest#catalog-import
Communitycclank/jevclipPython
jev-agent-design-with-topk-logits-choices
21GitHub stars
Research runtime that pages a large logical tool and context space through a small bounded Jev decision surface with explicit approvals.
Jev Agents & MCP#community#jevbest#catalog-import
Community6Mikao9/jev-agent-design-with-topk-logits-choicesPython
JEV-Paper-Radar
30GitHub stars
Forkable weekday radar that asks Jev one yes-or-no question per interest over each new arXiv announcement and publishes a page plus RSS feed.
Jev Tools & CLIs#community#jevbest#catalog-import
CommunityEliot5566/JEV-Paper-RadarPython
stuntd
70GitHub stars
Self-hosted proxy that records typed decisions, distils them into small heads on a frozen encoder, and answers locally when confident.
Jev Demos & Experiments#community#jevbest#catalog-import
Communitybladedevoff/stuntdPython
cnki-skills
21GitHub stars
Skill pack for Codex, Claude Code, and WorkBuddy that drives CNKI topic search, result parsing, detail reading, downloads, citation export, screening tables, and resumable task ledgers.
Jev Agents & MCP#community#jevbest#catalog-import
Communitylongkou1988/cnki-skillsPython
jev-on-a-laptop
24GitHub stars
Unofficial laptop study of parallel constrained decoding: prefill once, share the KV cache across fields, and decide all schema fields in one batched forward pass without writing JSON.
Jev Practices & Patterns#community#jevbest#catalog-import
Communityrorshopping/jev-on-a-laptopPython
open-jev
42GitHub stars
Open harness that renders allowed JSON answers on a diffusion canvas, denoises for a fixed step budget, then picks the top allowed tokens from final logits with no training.
Jev Demos & Experiments#community#jevbest#catalog-import
CommunityJoshuaSP/open-jevPython
hermes-nerve
38GitHub stars
Async supervisory layer for Hermes Agent that locks Definitions of Done, proves mechanical criteria locally, and calls Jev only for unresolved semantic checks under a token budget.
Jev Tools & CLIs#community#jevbest#catalog-import
Communitykeeltrace/hermes-nervePython

Related languages

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Jev articles

Original guides that go deeper on Jev python.

All Jev articles
Retries, Rate Limits, and Choosing Fail-Open or Fail-Closed
Every decision path has a failure posture, whether you chose one or not. How to put retries in the client, bound the whole call, and make the fallback an explicit, per-action policy.
Jev Practices & Patterns#reliability#retries#api
Read article
Jev in Customer Support: Triage, Routing, and Escalation
Support is a long chain of small judgments over text. Triage category and urgency separately, route with a confidence gate, decompose hard tickets, and decide the action in code.
Jev Practices & Patterns#customer-support#routing#triage
Read article
Jev in Software Testing
A test loop is a long series of small judgments. What the Playwright, mobile QA, and CI experiments report: two calls per probe, 131 ms medians, and near coin-flip failures to design around.
Jev Practices & Patterns#testing#qa#confidence
Read article

Watch: Jev in action

Video walkthroughs and demos from the community.

YouTube: Greg Isenberg and Ryan Vogel on the businesses Jev unlocks, and a path in through the Vercel AI Gateway.

YouTube: CJ from Syntax demos browser use, classification, code review, a model router, and a chat bot with no LLM.

YouTube: Ryan Vogel runs Jev on 100 and then 1,000 emails: category, priority, spam, and reply predictions.

Discussions about Jev

Threads from Reddit and Hacker News about building with Jev.

Hacker News: Show HN: Ad Spend Guard gates budget before the auction, not the creative after.

Show HN: Gating ad budget with a decision modelRead the thread on Hacker News

Reddit: Reranking rebooking options with a decision model, ranked with reasons.

Hacker News: Pick Verify: a single decision at the warehouse pick station catches confusable picks.

Show HN: Verifying robot picks with a decision modelRead the thread on Hacker News

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 News

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