Des décisions typées sur CPU, en millisecondes.

npm i sabaki @sabaki-js/customer-service

import { Sabaki } from "sabaki";
import customerService from "@sabaki-js/customer-service";

const sabaki = new Sabaki().register(customerService);

const ticket =
  "Customer ticket: I was charged twice for my subscription, billing error on my account, please refund";

sabaki.decide({ state: ticket });
// { decision: "billing", confidence: 0.313, domain: "customer_service", plugin: "@sabaki-js/customer-service" }

sabaki.decide({ state: ticket, question: "needs_human" });
// { decision: "true", confidence: 0.783, ... }

npm i sabaki @sabaki-js/customer-service onnxruntime-node

import { Sabaki, miniClassifier } from "sabaki";
import customerService from "@sabaki-js/customer-service";

// Downloads the int8 ONNX model once, SHA256-verified, cached in ~/.cache/sabaki
const mini = await miniClassifier(customerService.manifest, "customer_service");
const sabaki = new Sabaki().register(mini);

const r = await sabaki.decideAsync({ state: ticket, question: "category" });
if (r.confidence > 0.8) automate(r);
else escalate(r);

import { Sabaki, definePlugin, loadGeneralist } from "sabaki";
import mail from "@sabaki-js/mail";

const backend = loadGeneralist(process.env.SABAKI_GENERALIST_DIR);
const generalist = definePlugin({
  manifest: { name: "@sabaki-js/generalist", domain: "generalist", version: "0.1.0", questions: ["decision"], keywords: [] },
  classify: (input) => backend.decide(input),
});

const sabaki = new Sabaki().register(mail).setFallback(generalist);

// No specialist matches: the generalist answers your own question.
await sabaki.decideAsync({
  state: "The customer says the app deleted their data",
  question: "Is this urgent?",
  options: ["yes", "no"],
});

git clone https://github.com/sabaki-js/sabaki && cd sabaki
npm install && npm run build
node examples/serve.mjs 8000

curl -s localhost:8000/v1/systemone \
  -H 'content-type: application/json' \
  -d '{"state":"Customer ticket: I was charged twice, please refund","questions":{"category":{"type":"choice"}}}'

{
  "model": "sabaki-mini",
  "answers": {
    "category": { "type": "choice", "choice": "<label>", "probabilities": { "<label>": 0.0 }, "confidence": 0.0 }
  },
  "usage": { "input_tokens": 0, "output_tokens": 0 }
}

curl -s https://sabaki-pi.vercel.app/api/systemone -H 'content-type: application/json' -d '{"state":"I want a pizza","questions":{"q":{"type":"choice","instructions":"Pick one.","options":["order food","taxes"]}}}'