Quick Reference

Starting Fresh

1. python select_model.py - Select and copy model
2. start.bat (Windows) or ./start.sh (Linux) - Start services
3. python test_api.py - Run tests
4. curl http://localhost:8080/api/traffic/action - Make predictions

Stopping Services

docker-compose down

Viewing Logs

docker-compose logs rl-inference    # Python service
docker-compose logs java-gateway    # Java service
docker-compose logs -f              # All services, follow mode

Restarting with New Model

docker-compose down
python select_model.py              # Choose new model
docker-compose up --build