How to Use Each Component

select_model.py

python select_model.py
# Shows all available models from Results/sweeps*
# Allows interactive selection
# Copies chosen model to rl-inference-service/app/trained_models/

test_api.py

python test_api.py
# Requires services to be running (via docker-compose up)
# Tests all API endpoints
# Includes load testing capability

start.bat / start.sh

start.bat  # Windows
./start.sh # Linux/Mac
# Builds and starts Docker services
# Displays service URLs

docker-compose.yml

# Services defined:
# - rl-inference (Python, port 8000)
# - java-gateway (Java, port 8080)
# Networking: traffic-network bridge
# Health checks: Enabled