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Jev Repos & SDKs

362 curated Jev entries. Client libraries, adapters, and source code you can build on with Jev, from the official Python and TypeScript SDKs to community ports in Go, .NET, and PHP.

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All 362 Jev Repos & SDKs

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Showing 1–48 of 362 resources

npm package that brings TypeSafe AI evaluation into the Effect ecosystem, issuing requests through Effect's HttpClient and deriving answer types from the request definition. Published under the @effect-agent scope for TypeScript projects.
Jev Repos & SDKs#typescript#sdk#evaluation
Community
0GitHub stars
Unofficial community C#/.NET client for TypeSafe AI's Jev decision model, published on NuGet as Jevelin. It wraps the ask endpoint with typed question factories for yes/no, choice, and score questions, plus configurable model, timeout, and base address.
Jev Repos & SDKs#github#sdk#dotnet
Browser TypeScript library that runs open Jev-shaped System One models through Transformers.js. Takes one state plus typed questions and returns a calibrated probability distribution per question, on-device via WebGPU or WebAssembly.
Jev Repos & SDKs#typescript#browser#open-models
Community
A generated OpenAPI client for TypeSafe AI, published as the Soenneker.TypesafeAi.OpenApiClient NuGet package. .NET developers add it with a single dotnet add package command to call the TypeSafe AI API from C# code.
Jev Repos & SDKs#github#sdk#community
TypeScript and JavaScript SDK for TypeSafe AI, published as a fork of the official @typesafe-ai/sdk. Provides a typed client for choice questions plus image, audio, and video inputs, ESM and CommonJS builds, and a configurable inference path.
Jev Repos & SDKs#typescript#sdk#javascript
Community
0GitHub stars
A 359-line blocking Rust client for Jev's systemone API. It asks up to 64 yes/no or choice questions about one state in a single call, returning typed probabilities, tokens used, and credits charged under a 2 s deadline and a 1 MiB reply cap. Distributed from a git tag, not crates.io.
Jev Repos & SDKs#rust#sdk#github
Zero-dependency TypeScript client for TypeSafe AI's Jev, providing typed questions in and typed answers out over the TypeSafe API or Cloudflare Workers AI. Shared client behind the jev-tools packages; unofficial and not affiliated with TypeSafe AI.
Jev Repos & SDKs#typescript#sdk#github
Community
Node.js 22+ npm package that provides a multi-provider Jev transport layer. One ask() call picks a carrier from the environment, sends typed questions, and validates answers before returning them, giving typed rejections instead of thrown verdicts.
Jev Repos & SDKs#typescript#sdk#routing
Community
Swift-native port of the @ai-sdk/typesafe-ai provider, distributed as a generated SwiftPM package. Exposes a TypeSafeAIProvider with configurable credentials, base URL, headers, and transport for calling Jev from Swift code.
Jev Repos & SDKs#sdk#swift#github
0GitHub stars
An unofficial R client for the TypeSafe AI API covering model discovery and evaluation. It provides constructors for Noul, Choice, and Score questions plus a synchronous client with timeouts, bounded retries, and preserved server response fields.
Jev Repos & SDKs#sdk#github#evaluation
0GitHub stars
Spring Boot proof of concept from Green Harbor Labs pairing a typed Java client for TypeSafe AI's Jev with a fail-closed agent request router. One Jev call per request returns an intent Choice and an abuse Noul; code thresholds then yield ALLOW, REVIEW, or BLOCK.
Jev Repos & SDKs#github#sdk#routing
0GitHub stars
Intelligent tax-document classifier that sends one page's text to Jev and returns a probability over 261 IRS forms and 7 page kinds, with a web UI, eval harness, generated criteria JSON, and spec-driven build and production design docs.
Jev Repos & SDKs#github#classification#typescript
0GitHub stars
Unofficial Rust client for the TypeSafe AI API, ported from the official typesafe-sdk-js at v0.7.0. Async on reqwest and serde_json, with typed Noul, Choice, Score, and Box answers plus a typesafe-cli binary for single asks and batch labeling.
Jev Repos & SDKs#rust#sdk#github
Chinese-language GitHub project that wraps Jev's /predict endpoint behind a CLOUDSOA-HMAC-SHA256 gateway signature. Ships jev_predict_common.py for signed requests and jev_client.py, a CLI with weather and web rerank examples.
Jev Repos & SDKs#github#python#sdk
0GitHub stars
TypeScript library that wraps Jev in typed decision gates for LLM pipelines. Each gate declares its questions, state, interpret function, and a fail-open or fail-closed policy, returning probability tables your own code thresholds.
Jev Repos & SDKs#typescript#guardrails#sdk
Python pipeline that extracts YouTube video and Shorts metadata with yt-dlp and classifies topics, content formats, and educational value using TypeSafe AI's Jev decision model. Packaged and managed with Astral's uv; requires a TYPESAFE_API_KEY.
Jev Repos & SDKs#github#python#classification
npm package providing a TypeSafe Jev client plus the Jev-ranked code_search engine that backs the worker's code_search agent tool, published under the @opengeni scope.
Jev Repos & SDKs#sdk#typescript#javascript
Community
Community-maintained .NET SDK for TypeSafe AI's Jev models, ported from the official JavaScript SDK. Offers typed noul, choice, and score answers, async methods, retries with backoff, and a mockable client interface.
Jev Repos & SDKs#github#sdk#dotnet
0GitHub stars
Rust SDK for the Jev API, published as jevvy 0.2.0-alpha.1. Builder-based questions cover yes/no, choice, and score types, with async calls, typed answers, and confidence values returned exactly as Jev sends them.
Jev Repos & SDKs#rust#sdk#github
Communityzliv83/jevvy
Java 21 client for the System One (Jev) API, with sync and async HTTP clients, typed Noul, Choice, and Score questions, error mapping, and retries. A second Maven module auto-configures Jev as a Spring AI Model.
Jev Repos & SDKs#sdk#github#java
A System One layout optimizer for decision-model workloads: it reorders rows and fields so a prefix-caching backend reuses input computation, then returns per-record decisions in original order. Its bundled backend serves AutoTrust JEV-9B through vLLM.
Jev Repos & SDKs#community#github#python
126GitHub stars
Turn markdown into a knowledge graph with an ontology you write and a cutoff you own. A local decision model answers closed yes-or-no questions one at a time, and anything it is unsure about waits for a person instead of entering the graph.
Jev Repos & SDKs#community#github#rust
114GitHub stars
Clinical variable extraction from free-text notes that fits on one consumer GPU inside your hospital: answers thousands of notes an hour with typed noul, choice and score outputs, a confidence per answer, and no per-use fees.
Jev Repos & SDKs#community#github#python
106GitHub stars
A Laravel-ready PHP SDK for Laya, a self-hosted multilingual decision engine described as a Jev AI alternative: classify text in 100+ languages and get typed enums, ints and bools back without paying per-token fees.
Jev Repos & SDKs#community#github#php
105GitHub stars
Open infrastructure from the SimpleJev project for training, evaluating and deploying System 1 decision models across language and multimodal backbones: one API takes a state, question and candidate options and returns a choice with probabilities.
Jev Repos & SDKs#community#github#python
91GitHub stars
A reproducible PyTorch stack for cross-sectional factor research: 213 mask-aware factors, cost-aware backtests and auditable reports, plus a preview typed portfolio-decision adapter in the System-One/Jev style.
Jev Repos & SDKs#community#github#python
52GitHub stars
A single-node memory engine for AI agents in Rust and Python: memories are woven from fact, emotion, temporal, relation, confidence, and frequency filaments into a mesh graph, retrieved by context resonance, and claimed to improve decision accuracy with Jev.
Jev Repos & SDKs#community#github#rust
44GitHub stars
A 24/7 market-making system built around Jev: deterministic code computes the market state, Jev answers six atomic judgments with calibrated probabilities, and the policy engine applies thresholds while hard risk vetoes stay in code.
Jev Repos & SDKs#community#github#python
43GitHub stars
A Python library that turns Jev-style decision models into ordinary function calls: check returns a bool, classify picks one option, label picks every option that applies, and score rates on a scale, with probabilities behind every answer.
Jev Repos & SDKs#community#github#python
40GitHub stars
A Bangla-focused adaptation of Laya, the non-autoregressive typed-decision model: targeted data preparation, fine-tuning and evaluation for classification, routing and scoring on Bangla, Banglish and code-switched text, with the checkpoint still to come.
Jev Repos & SDKs#community#github#python
38GitHub stars
Open-source Rust decision engine that turns model judgments into versioned, tested rules: Jev reads text while Ordo decides refunds, discounts and risk thresholds, and shows which decisions a change moves before you ship.
Jev Repos & SDKs#community#github#rust
37GitHub stars
HTTP server for the Mica v0.5 4B Preview decision model: GGUF weights run through llama.cpp and answer noul, choice and score questions with calibrated probabilities over the TypeSafe /v1/systemone format.
Jev Repos & SDKs#community#github#python
33GitHub stars
Training code for SearchJev, a fast calibrated System-1 model for search agents: given a search state and a decision schema, it returns typed predictions over legal field values in one forward pass of a Qwen3.5 backbone.
Jev Repos & SDKs#community#github#python
18GitHub stars
Serving code for the Jeff 1.0 family of Jev-style decision models: a state, a typed question and its options go in, and one forward pass returns a probability for each option. Four open models from 4B to 31B parameters are served the same way.
Jev Repos & SDKs#community#github#python
16GitHub stars
A Python batching proxy for Jev that returns Apache Arrow streams, with Python and JavaScript SDKs. It packs many independent states and questions into each TypeSafe API call or runs them concurrently, then emits the answers as an ordered Arrow IPC stream with the schema first.
Jev Repos & SDKs#community#github#python
14GitHub stars
A semantic database built on the DuckDB ecosystem that runs classification, semantic joins and scoring over text as ordinary SQL. It batches decisions on a Jev model and returns probabilities, labels and scores directly, without generated explanations.
Jev Repos & SDKs#community#github#database
11GitHub stars
A Jev-powered multimodal mobile automation SDK: a standalone Python tap SDK for Android, iOS and HarmonyOS where you hand over a tap target and the SDK locates and executes it on the current screen, with millisecond-level local processing.
Jev Repos & SDKs#community#github#mobile
9GitHub stars
A frozen decision server that serves Gemma 4 31B — quantized to FP8 at startup — in TypeSafe's /v1/systemone format, reading the next-token distribution instead of generating tokens. It needs one FP8 NVIDIA GPU with 80 GB and has no authentication.
Jev Repos & SDKs#community#github#python
6GitHub stars
A FastAPI backend from SiliconLabAI that serves an OpenAI-compatible chat and tool-calling API plus a Jev-style POST /v1/systemone endpoint for typed decisions, powered by cactus-needle on CPU edge devices. The first request downloads the Needle weights once.
Jev Repos & SDKs#community#github#python
5GitHub stars
An unofficial .NET client for TypeSafe AI's System One API and the Jev model, bringing official JS and Python SDK behaviour (retries, errors, key handling) to netstandard2.0 and net10.0 with typed answers, dependency injection and OpenTelemetry tracing.
Jev Repos & SDKs#community#github#csharp
5GitHub stars
A Python library and CLI that tracks objects in real time by combining TypeSafe Jev Box questions with sparse optical flow and a Kalman filter. Jev supplies absolute positions, flow updates velocity every frame, and a history buffer rewinds the filter to the frame each answer describes.
Jev Repos & SDKs#community#github#python
4GitHub stars
A TypeScript-first toolkit billed as the standard library for System One models: ready-made classify, extract, pickOne, rank and verify methods, a service-agent runtime that runs conversations turn by turn, and a one-message order parser. A Python port is in preview and the project is in alpha.
Jev Repos & SDKs#community#github#typescript
3GitHub stars
A zero-dependency, copy-anywhere Python service that implements the quick-coarse-verdict-first idea: a deterministic lexicon plus heuristics turn text and structured questions into labels on a controlled vocabulary in micro-to-millisecond time.
Jev Repos & SDKs#community#github#python
3GitHub stars
A pipeline that turns nvsh's Tool-Jev fine-tune process into a reusable factory for building jev-like models, with knobs and per-run decision tools, then fine-tunes its own model to make those decisions; the first model is not yet trained.
Jev Repos & SDKs#community#github#python
3GitHub stars
A Python library shaped like the re module that finds, replaces, splits and extracts text by meaning: loose finders propose spans and Jev judges each one with a probability. Every match stays a verbatim slice of the input with its offsets, so it can be wrong but never invented.
Jev Repos & SDKs#community#github#python
3GitHub stars
An unofficial Rust client for TypeSafe's System One API behind Jev: typed Noul, Choice, Score and Box questions, images, and both async and blocking clients. Its behaviour follows the official Python SDK, with the same environment variables, retry policy and error kinds.
Jev Repos & SDKs#community#github#rust
3GitHub stars
An open-source, locally executed decision engine in the spirit of Jev (TypeSafe AI): state becomes features, and Noul, Choice and Score heads return typed, calibrated probabilities without generating text. It ships a cheap-to-strong cascade and a full train-calibrate-evaluate-deploy cycle.
Jev Repos & SDKs#community#github#python
1GitHub stars
An open typed-decision layer with choice, score and noul questions, calibrated probabilities and one batched call, built as a numpy-only base with eight swappable engines. The README positions it as rebuilding Jev's closed API shape on hardware you control.
Jev Repos & SDKs#community#github#python

Index of all 362 entries

Start here with the Jev AI model

Featured entries in repos & sdks.

5.6kGitHub stars
A filesystem-first framework for durable AI agents whose auto model router defaults to Jev through Vercel AI Gateway and whose evaluate helper asks typed Choice, Score, and Boolean questions inside tools.
Jev Repos & SDKs#community#typescript#agents
33.3kGitHub stars
Open multilingual System 1 decision models with published checkpoints for choice, score and noul questions, plus a router that dispatches each request to the right checkpoint in one forward pass.
Jev Repos & SDKs#community#python#open-models
406GitHub stars
A monorepo of roughly 20 latency-focused demos: moderation firehoses, rerankers, inbox triage, macOS launchers, and closed-loop control simulators, each with p50/p95 telemetry.
Jev Repos & SDKs#community#demos#typescript

Jev AI model articles

Original guides that go deeper on Jev repos & sdks.

Closed weights have not stopped the ecosystem from rebuilding the shape in the open. API-compatible servers, retrained heads on small models, and inference-time tricks that skip generation entirely.
Jev Repos & SDKs#open-models#research#local
Read article

From the Jev community

Watch walkthroughs, read the threads, and see what builders are posting.

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.

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