Environment Setup

Prerequisites Installed

• Docker & Docker Compose (for containerized deployment)
• Python 3.9+ (for running select_model.py and test_api.py)
• Java 17+ (optional, for local Java development)
• Maven (optional, for building Java locally)

Directories Created

ai-traffic-api/
├── rl-inference-service/
│   ├── app/
│   │   └── models/         (will contain model.zip)
│   └── (config files)
└── java-api-gateway/
    ├── src/main/
    │   ├── java/...
    │   └── resources/
    └── (config files)

Volumes/Mounts (Docker)

• Python models: ./rl-inference-service/app/trained_models:/app/trained_models
• Java application: Built into container image