Transform any website into a structured API using AI-powered visual analysis.

cd backend
pip install -r requirements.txt
playwright install chromium
export GEMINI_API_KEY="your-key"

python scripts/test_loop.py "https://news.ycombinator.com" "Extract top post titles and scores"

1. Analyze: Send URL + prompt → Gemini analyzes screenshot + HTML → Generates scraper recipe (JSON)
2. Execute: Playwright runs the recipe → Returns structured data
3. API: Store recipe → Expose endpoint → Execute on demand

backend/
  app/
    models.py      # Recipe schemas
    analyzer.py    # Gemini analyzer
    executor.py    # Playwright executor
  scripts/
    test_loop.py   # Test CLI

frontend/         # (coming soon)