{
  "note": "Availability metadata. The classical Python demo runs on Render; the main website runs on Cloudflare Pages.",
  "framework": "FastAPI",
  "entry_point": "app.py",
  "hosted_entry_point": "demo/api.py",
  "runtime": "Python 3.12.12 (hosted); see README for local setup",
  "demo_enabled": true,
  "hosted_demo": "https://humanorai.online/test/",
  "hosted_api_origin": "https://humanorai-demo.onrender.com",
  "hosted_model": "classical_v2",
  "local_detect_route": {
    "method": "POST",
    "path": "/api/detect"
  },
  "static_site_has_inference_api": false,
  "pages_functions": [],
  "incompatibility": "FastAPI, NumPy, OpenCV, scikit-learn, and PyTorch inference cannot run in the JavaScript/TypeScript Pages Functions runtime.",
  "options": [
    "Run the existing detector locally on a laptop.",
    "Host the Python inference API separately and link to that working service.",
    "Use a compatible container service; Cloudflare Containers require a separate backend architecture and account setup."
  ]
}