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21sabra/car-problems-api

sourceHugging Faceupdated 3mo agoView on Hugging Face

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App README

Car Problem Analyzer API

Arabic NLP API for diagnosing car problems using MARBERT.

Endpoint

POST /api/analyze-problem

Request

json

{
  "problemDescription": "الفرامل مش شغالة",
  "vehicleContext": { "brand": "Toyota", "model": "Corolla", "year": 2020 }
}

Response

json

{
  "status": "success",
  "recommendedServices": [
    { "serviceId": 3, "serviceName": "إصلاح الفرامل", "confidence": 0.95, "confidenceSource": "model" }
  ],
  "message": null
}

Health Check

GET /health

Secrets المطلوبة (Settings → Variables and secrets)

—HF_TOKEN → توكن HF (لو ريبو الموديل private). اعمله Secret.
—MODEL_REPO (اختياري) → افتراضي 21sabra/car-problem-analyzer.