KNotJev : Kev

System One · open source · on npm

NotJev : Kev

Typed decisions for software. Send state. Ask choice, score, or noul. Get probabilities your app can trust.

npm · @kev-ai

Install

Three public packages. Start the server, call the SDK, or wire MCP into your agent host.

Quick start docs

# run locally

$ npm i -g @kev-ai/server @kev-ai/cli

$ kev-server

$ kev demo

OpenJev held-out · qwen3.5:9b · GPU

Public suite accuracy — why teams pick NotJev : Kev over chat prompts.

Full methodology →

83%

Banking77

choice · 77 labels

86%

CLINC OOS

choice · 151 intents

86.5%

AG News

choice · 4 topics

89.5%

SST-5

score · within-1

81%

Toxicity

noul gate

Workbench

Fixed showcase — same shape as production System One: state in, typed answers with confidence bars out.

Interactive showcase

Route tickets and decide whether to escalate.

Try it →

State

Hi, I think I was charged twice for September. Could you take a look when you get a chance?

Questions

urgent noul Needs a reply within the hour?

team choice billing · shipping · technical

tone score calm · annoyed · furious

urgent
NO
yes
1%
no
99%
team
billingCONF 0.94
billing
99%
shipping
1%
technical
0%
tone
calmCONF 0.67
calm
90%
annoyed
9%
furious
1%

showcase · fixed response

Why NotJev : Kev

The open control plane for System One. Competitive accuracy without proprietary weights or a closed API.

Apache-2.0, self-host

No vendor lock-in. Run on your laptop, GPU box, or cluster — your keys, your data.

Bring your own model

Ollama, vLLM, OpenAI, Gemini-compat. The control plane is open; the brain is yours.

Calibrated numbers

choice, score, and noul return distributions you can threshold — not chat to parse.

Competitive held-out accuracy

Matches or beats published Jev Banking77 held-out (~82%) at 83% with qwen3.5:9b.

Docs like a serious OSS project

Quick start, API, SDKs, CLI, MCP, backends, and benchmarks — then npm i @kev-ai/sdk and ship.