System One Model

// Cloudflare dokümantasyonundaki örnekten uyarlandı (@cf/cloudflare/clef)
export default {
  async fetch(request, env): Promise<Response> {
    const response = await env.AI.run("@cf/cloudflare/clef", {
      model: "clef", // ya da "clef-flash" (@cf/cloudflare/clef-flash)
      state: "Checkout has been failing for every customer for the last hour.",
      questions: {
        urgent: { type: "noul", instructions: "Is this support request urgent?" },
        team: {
          type: "choice",
          instructions: "Which team should handle this request?",
          criteria: { billing: "Payments and refunds", technical: "Outages and errors", sales: "Plans and upgrades" },
        },
      },
    });
    // response.answers.urgent.noul   -> "evet" olasılığı (0–1)
    // response.answers.team.choice   -> en olası ekip (+ probabilities, confidence)
    return Response.json(response);
  },
} satisfies ExportedHandler<Env>;

curl -X POST https://api.typesafe.ai/v1/systemone \
  -H "Authorization: Bearer $TYPESAFE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "jev-latest",
    "state": "Help! My payouts have been failing for 3 days.",
    "questions": {
      "is_urgent": { "type": "noul", "instructions": "Does this convey urgency?" }
    }
  }'
# Yanıt: {"model":"jev-1.13.0","answers":{"is_urgent":{"type":"noul","noul":...}},
#         "usage":{"input_tokens":...,"output_tokens":...}}

# pip install laya
from laya import Router

router = Router()  # ilk kullanımda checkpoint'i Hugging Face'ten indirir
state = "Mart ayı için iki kez ücret alındı. Fazla ödemeyi bugün iade edin, yoksa iptal ederiz."
questions = {
    "department": {"type": "choice", "instructions": "Which department should handle this?",
                   "criteria": {"billing": "payments, refunds", "technical": "bugs, outages", "other": "everything else"}},
    "churn_risk": {"type": "noul", "instructions": "Does the user threaten to cancel or leave?"},
}

result = router.predict(state, questions)
print(result["answers"]["department"]["choice"])  # ör. billing
print(result["answers"]["churn_risk"]["noul"])    # "evet" olasılığı
print(result["routing"]["model"])                 # seçilen checkpoint: english / multilingual