README.md

metadata

title: Symptom Checker API
emoji: 🩺
colorFrom: blue
colorTo: green
sdk: docker
pinned: false
license: mit
app_port: 7860

Symptom Checker API

AI-powered symptom checker using XGBoost machine learning model.

API Endpoints

Health Check

• GET / - Check if API is running

Get Available Symptoms

• GET /api/symptoms - Returns list of all symptoms the model recognizes

Check Symptoms

• POST /api/check-symptoms - Analyze symptoms and get disease predictions

Request Body:

{
  "symptoms": ["fever", "cough", "headache"]
}

Response:

{
  "success": true,
  "predictions": [
    {
      "rank": 1,
      "disease": "Disease Name",
      "confidence": 0.85,
      "confidence_percent": "85.00%"
    }
  ],
  "input_symptoms": ["fever", "cough", "headache"],
  "error": null
}

Documentation

Visit /docs for interactive Swagger documentation.