タグ：classification

classification タグの付いた Jev GitHub プロジェクトを検索・並べ替えし、元のリポジトリを確認できます。

37awesome-jev
1207 public resources for Jev, TypeSafe AI's System One decision model, indexed by decision pattern. Source citations, dated link checks and scheduled call-site text checks; runtime and performance are not independently tested here. EN/中文, JSON schema and platform compatibility.
kydlikebtc/awesome-jev · Python
59824
agent-toolsai-agentsawesomeawesome-listcalibrationcatalogclassification
49classifier-dev
Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev
mrmps/classifier-dev · TypeScript
42533
apiclassificationclicloudflare-workersllmmcptext-classification
50awesome-jev-use-cases
Awesome list of TypeSafe AI Jev use cases: 74 demos ranked by likes, 150+ GitHub repos, limits, cost and API examples. CC0, sponsored by AY Automate.
walidboulanouar/awesome-jev-use-cases
42069
ai-guardrailsai-routerawesomeawesome-listclassificationclaude-codedecision-model
64jev-align
Build calibrated AI Functions from human feedback using Jev and GEPA.
sutro-sh/jev-align · Python
30825
active-learningclassificationcligepahuman-in-the-loopprompt-optimization
93building-with-typesafe-jev
Unofficial skill that teaches coding agents to build with TypeSafe AI's Jev: typed decisions, calibrated confidence, and prior art from 150+ community projects.
aaddrick/building-with-typesafe-jev · Python
13810
agent-skillsai-agentscalibrationclassificationclaude-codeclaude-code-plugin
139open-alternative-jev
Open-source alternative to TypeSafe's Jev: a System One style model layer that gives typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with honest benchmarks
ikermoel/open-alternative-jev · Python
6713
calibrationclassificationjev-alternativellmlogprobsopen-jevopen-source-jev
143Jevstiller
Distill a repeated Jev classification task into a local model, on the fly — same answers, your hardware.
tomerglick57/Jevstiller · Python
6610
classificationdistillationknowledge-distillationllmmlopsmodel-cascadepython
162go-jev
Go SDK and CLI for TypeSafe Jev: typed decisions (yes/no, choice, score) from a model
mattn/go-jev · Go
451
classificationcligollmsdk
184jev-cli
Command-line tool for TypeSafe AI's Jev model. Ask yes/no, multiple-choice and rubric questions about any text and get calibrated probabilities back. Answers become exit codes for shells and CI, JSON for scripts, and MCP tools for AI agents.
shaharia-lab/jev-cli · Rust
344
ai-agentsclassificationclicommand-line-tooldeveloper-toolsllmmcp
209awesome-jev
The most complete gallery of what people build with Jev, TypeSafe's System One model: 3,400+ projects, demos, and write-ups by scenario, each with its original link, image, and description.
Li-Evan/awesome-jev · HTML
2511
awesomeawesome-listclassificationgalleryllmstructured-output
226evoke
Software, by reflex. A sentence becomes a call of a small program, chosen by Jev, TypeSafe AI's classifier, and run only when it is sure enough. Reflexes are recipes anyone can write, share and improve. A CLI you talk to, a package manager for reflexes from git, and a TypeScript SDK.
evoke-build/evoke · Rust
221
classificationclassification-algorithmclassification-modelclassification-modelsclassifierclassifier-modeldependency-management
291snapjudge
Typed decisions (choice / score / yes-no) from local Qwen models on Apple Silicon. Probabilities come straight from the logits, no text generation. TypeSafe-compatible HTTP API, runs on MLX.
Micha0827/snapjudge · Python
140
apple-siliconclassificationdecision-makingfastapillmllm-evaluationlocal-llm
314typesafe-dotnet-sdk
Community .NET SDK for the TypeSafe AI System One API — typed noul, choice, and score questions with structured, confidence-scored answers. Not affiliated with TypeSafe AI.
saibimajdi/typesafe-dotnet-sdk · C#
122
c#classification
322jevelry
Use Jev everywhere to make & track decisions
backant-io/jevelry · TypeScript
111
agent-skillsclassificationclaude-codecodexconfidencecursordecision-model
336JevPR
PR Risk review, automated by Jev
HexyeDEV/JevPR · Python
102
classificationpull-requestspython
343typed-lm
Single-forward-pass semantic routing in Rust: turn dense LLMs (Llama, Qwen, Mistral, Gemma) into a typed decision API with LoRA/QLoRA training and FP8/FP4 quantization, built on Candle.
neurono-ml/typed-lm · Rust
100
actix-webcandleclassificationhuggingfaceinferencellmlora
349duckdb-jev
High-throughput, robust native DuckDB extension for batched and streaming TypeSafe/Jev classification, scoring, and semantic predicates from SQL.
prasanthj/duckdb-jev · C++
92
classificationc++data-engineeringduckdbduckdb-extensionllm
351jev-cookbook
The complete cookbook for Jev by TypeSafe AI — 120+ use cases, 10 runnable examples, 4 composition patterns, and first-principles theory for the world's first System One AI model.
paramjeetn/jev-cookbook · Python
92
agentic-aiai-agentsai-engineeringclassificationcookbookdecision-enginellm
381jevgo
Unofficial Go client for the TypeSafe AI System One API (Jev) — typed questions in, calibrated answers out.
devbackend/jevgo · Go
80
api-clientclassificationgollmsdk
405jev-in-the-wild
Real-world Jev use cases, open-source projects, benchmarks and criticism — what people actually build with TypeSafe AI's Jev, and where it fails. Machine-readable, updated daily.
Jessie-QingYu/jev-in-the-wild · JavaScript
74
ai-agentsawesome-listbenchmarkclassificationllmtyped-decisions
407jev-mcp
MCP server exposing TypeSafe Jev as typed, calibrated judgment tools: classify, score, check, batched ask. Ships as a Claude Code plugin.
rashedInt32/jev-mcp · TypeScript
72
typescriptai-agentsclassificationclaude-code

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