Jev for E-commerce & Retail
22 curated Jev resources. E-commerce, retail, and catalog operations.
By format
- Docs2
- Repos & sites15
- Videos2
- Posts1
- Articles1
- Playgrounds1
All 22 Jev resources for E-commerce & Retail
Search the full list, or filter by category, format, and tag.
22 resources
A warehouse pick-verification step that compares a scanned item, the bin's expected contents, and the order line to decide between accept and re-scan, catching confusable picks a barcode alone would pass.
Jev Integrations & Adapters#community#python#robotics
Community
3GitHub stars
The first Chinese-language calibration benchmark for Jev-class System One decision models: 378 items and 467 questions across voice routing, e-commerce service and content moderation, with accuracy, ECE, Brier, NLL, AUROC, option-order and zh-CN/zh-TW robustness metrics.
Jev Benchmarks & Evaluations#community#benchmark#calibration
Community
CodyQin/zh-decision-benchPython
CodyQin/zh-decision-benchPython4GitHub stars
Filament plugin that filters admin table rows by a plain-English statement: each row gets a Jev Noul probability that the statement is true, and rows at or above the threshold stay. Scores are cached by content, so reruns of the same statement are instant and free.
Jev Integrations & Adapters#community#laravel#filament
Community
vibefilter/filamentPHP
vibefilter/filamentPHP0GitHub stars
Claude Code and ZCode skill that offloads classify, route, batch-screen, score and compliance-check judgments to Jev through OpenCode Zen's free tier, bundling a zero-dependency jev.py caller and a Taobao comment-triage pipeline that keeps raw items out of the agent context.
Jev Tools & CLIs#community#claude-code#skills
Community
yuyang2230/jev-agent-skillPython
yuyang2230/jev-agent-skillPython17GitHub stars
Jev-compatible decision models with vision input: LoRA fine-tunes of Qwen3.5 at 4B and 9B serving Choice, Score and Noul on the /v1/systemone wire format, with screenshots and photos placed beside text in the state. Runs on your own NVIDIA GPU; weights are non-commercial.
Jev Models & Reimplementations#community#vision#open-weights
Community
Xiaooolong/vevPython
Xiaooolong/vevPython6GitHub stars
Zero-shot named entity recognition library on Jev: text is split at punctuation, candidate windows are offered as one Choice question per entity type, then verified and boundary-polished by further Choice calls. Types are defined in plain words; no training data or GPU is needed.
Jev Repos & SDKs#community#ner#extraction
Community
lzq-0529/jev-spanPython
lzq-0529/jev-spanPythonSam Reghenzi's product-taxonomy benchmark: a Jev Choice at every level versus a gpt-5.2 agent that descends the tree and can be sent back by a judge.
Jev Guides & ArticlesArticle#community#article#evaluation
Community
CampusX on Jev as a classifier over schema-constrained choices, with a live benchmark and an e-commerce review demo.
Jev Media & TalksVideo#community#video#explainer
Community
7GitHub stars
A shadcn/ui component library and browser for TypeSafe interfaces: 110 catalog components plus Lab scenes with source previews, install examples, and RTL-aware theming.
Jev Repos & SDKs#community#typescript#react
Community
TypeSafeAI/typesafe-uiTypeScript
TypeSafeAI/typesafe-uiTypeScript9GitHub stars
A TypeScript library that walks a taxonomy and calls Jev once per level, so a choice can cover thousands of leaves despite Jev's 255-option limit per question.
Jev Repos & SDKs#community#typescript#sdk
Community
reachjalil/jev-treeTypeScript
reachjalil/jev-treeTypeScript11GitHub stars
A graded relevance evaluation of Jev as a reranker: 9,831 labelled pairs from 164 queries over a 33,047-item skills catalog, comparing Jev score reranks with BM25, bge-m3, and rank fusion.
Jev Practices & Patterns#community#python#search
18GitHub stars
A RubyLLM 2 provider that adds Jev through structured output: build Noul, Choice, and Score questions with a schema builder, pass them to chat.with_schema, and read typed answers from response.parsed.
Jev Repos & SDKs#community#ruby#sdk
Community
kieranklaassen/ruby_llm-typesafeRuby
kieranklaassen/ruby_llm-typesafeRuby27GitHub stars
An optional routing layer for Hermes Agent, shipped as a Python CLI and library, that sends a request and a public skill catalogue to Jev and returns route, no_skill, or review plus confidence and candidate distributions.
Jev Tools & CLIs#community#python#routing
Community
GodsBoy/jev-agent-skill-routerPython
GodsBoy/jev-agent-skill-routerPython12GitHub stars
A ManiSkill demo where plain-English goals drive a simulated Franka Panda: Jev picks one primitive per step from a catalog of about 30 hardcoded skills, and Python executes the move. No training or policy.
Jev Cookbooks#community#python#robotics
Community
TarunTomar122/jev-askable-armPython
TarunTomar122/jev-askable-armPython535GitHub stars
A curated, source-backed list of projects built with Jev, organized from SDKs and agent tooling through games and evaluations; its September 2026 review brought the community catalog to 155 entries.
Jev Guides & Articles#community#awesome-list#evaluation
Community
cobanov/awesome-jev
cobanov/awesome-jev678GitHub stars
A source-backed radar of open-source Jev projects with commit-pinned code evidence across 17 domains, plus a searchable site, an agent skill, and issue-based submissions.
Jev Guides & Articles#community#javascript#awesome-list
18.6kGitHub stars
Generative UI framework with an experimental Jev composer that selects components and layout from application-supplied candidates through Vercel AI Gateway, rendering catalog-constrained JSON specs.
Jev Repos & SDKs#community#typescript#vercel
Community
vercel-labs/json-renderTypeScript
vercel-labs/json-renderTypeScriptA measured search reranking run over 33,047 catalog entries, 164 real queries, and 9,831 labelled pairs, reporting how Jev compares with BM25 and bge-m3.
Jev Practices & PatternsPost#community#x#search
Community
Decide which of 450 candidate product pairs from two beer catalogues describe the same entity: one three-level Score per pair splits 40 merges, 50 curator reviews, and 360 non-matches.
Jev CookbooksDocs#official#cookbook#entity-matching
Official
A 33-second demo clip captioned "when a designer gets access to Jev", among the most-liked organic Jev posts, showing a polished interface built on top of typed decisions.
Jev CookbooksVideo#community#x#video
Community
24GitHub stars
A community playground with over a hundred use cases, games, and model challenges, with editable prompts and side-by-side comparisons.
Jev Tools & CLIsPlayground#community#playground#nextjs
Classify documents through deep patent, retail product, biomedical, and source-code hierarchies using parallel beam search over Choice probabilities.
Jev CookbooksDocs#official#cookbook#classification
Official
Related industries
Industries that overlap with E-commerce & Retail.
Jev articles
Original guides that go deeper on Jev e-commerce & retail.
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
Watch: Jev in action
Video walkthroughs and demos from the community.
YouTube: Sam Witteveen on System 1 thinking, then Choice, Score, and Noul demos, and chained actions.
YouTube: Nate Herk compares speed and cost against ordinary models, then builds an X feed classifier and a paper-trading prototype.
YouTube: Ray Amjad puts Jev inside an agentic coding loop and looks at what it costs to run.
Discussions about Jev
Threads from Reddit and Hacker News about building with Jev.
Hacker News: OpenAI's Luna Decisions API framed as a fast follow to TypeSafe's Jev wave.
matt_d6 pointsOpenAI Answers TypeSafe's Jev with a Decision API Built on LunaRead the thread on Hacker NewsHacker News: Nikola Balić on what made the Jev launch easy to try and easy to share.
nkko2 pointsWhat TypeSafe Got Right with the Jev LaunchRead 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 NewsHacker News: SafeDep Gryph plus Jev checks for compromised coding-agent behavior.
2 pointsDetecting Compromised AI Coding Agents with Jev and GryphRead the thread on Hacker NewsFrom the Jev community
Posts from builders shipping with Jev right now.