# Deployment Model

AAPP-MART is designed to operate in multiple deployment environments ranging from local development systems to isolated production infrastructures.

AAPP-MART supports the following deployment patterns:

## Standalone CLI

- Local execution
- Scriptable automation
- CI/CD integration

## REST API Mode

- Programmatic integration
- External orchestration support

## Offline / Air-Gapped Operation

- No external service dependency required
- Suitable for isolated environments

## Containerization

- Docker-based deployment
- Isolated execution boundary

## System Requirements

- Python 3.11
- Standard system memory sufficient for graph size
- No platform-specific dependencies
