All issues have been resolved:
- Login working - Use demo credentials or quick signup
- Camera working - Real camera access with permissions
- AI models integrated - Gemini and OpenAI API support
- API key configuration - Easy setup page
- Admin panel working - Multi-camera monitoring
- Python backend integrated - Real AI processing
cd "O:\VS Code\Intellify\proctor-ai-layers"
npm run devFrontend will be at: http://localhost:8081
cd "O:\VS Code\Intellify\diya.py"
start_backend.batBackend will be at: http://localhost:8000
- Open http://localhost:8081
- Click "API Config" in header
- Add your Gemini/OpenAI keys
- Test connections
- Go to: Google AI Studio
- Create free API key
- Paste in API Config page
- Go to: OpenAI Platform
- Create API key (requires payment)
- Paste in API Config page
- Login →
demo@smartproctor.com/demo123 - Start session → Select proctoring level (1-5)
- Keep face in camera → AI will monitor & log violations
- Login →
admin@smartproctor.com/admin123 - Open Admin Panel → Monitor all sessions
- View suspicion scores → Take screenshots / alerts
O:\VS Code\Intellify\
├── proctor-ai-layers/ # Main React frontend
│ ├── src/
│ │ ├── pages/ # Auth, StartSession, AdminPanel
│ │ ├── components/ # Camera, Proctoring
│ │ └── services/ # Backend integration
└── diya.py/ # Python backend (FastAPI + AI)
- ✅ Authentication (Firebase + Local fallback)
- ✅ Camera access + AI simulation
- ✅ Gemini & OpenAI integration
- ✅ Admin monitoring with alerts
- ✅ Real-time WebSocket updates
- ✅ Multi-student tracking
- Real AI Processing → Face, voice, behavior analysis
- WebSocket Updates → Real-time alerts to frontend
- Frame & Audio Analysis → Uses OpenCV & MediaPipe
- Session Management → Tracks multiple students
POST /api/session/startPOST /api/analyze/framePOST /api/analyze/audioGET /api/sessions/activeWS /ws
| Role | Password | Access | |
|---|---|---|---|
| Admin | admin@smartproctor.com | admin123 | Full access |
| Proctor | proctor@smartproctor.com | proctor123 | Monitor only |
| Student | demo@smartproctor.com | demo123 | Take exams |
npm run build
# deploy /dist to Vercel or Netlifycd diya.py
# Deploy api_server.py to Railway/HerokuGEMINI_API_KEY=your_key_here
OPENAI_API_KEY=your_key_here
PYTHON_BACKEND_URL=https://your-backend.com- Modern cyber dark mode
- Animated dashboards
- Real-time status monitoring
- Responsive layouts
- Check this README first
- Use demo credentials to test
- Verify API keys are set correctly
- Ensure Python backend is running


