SleepWise Backend

Flask backend for the SleepWise health prediction application.

Setup

1. Install dependencies:

pip install -r requirements.txt

2. Run the application:

python app.py

API Endpoints

POST /predict

Predicts sleep quality and provides health suggestions based on user metrics.

Request Body:

{
    "heartRate": 70,
    "steps": 8000,
    "activityLevel": "Moderate"
}

Response:

{
    "sleepQuality": "Good",
    "healthScore": 75.5,
    "suggestions": [
        "Strong metrics with room for fine-tuning",
        "Heart Rate: 70 BPM (Good)",
        "Steps: 8,000 (Good)",
        "Consider timing of exercise relative to sleep",
        "Monitor caffeine intake timing"
    ]
}

Deployment

This backend is configured for deployment on Render.com using the following files:

• requirements.txt: Python dependencies
• Procfile: Command to run the application
• render.yaml: Render configuration