9. Infrastructure and Deployment Integration
9.1 Existing Infrastructure
Current Deployment: Docker with docker-compose and Nginx reverse proxy Infrastructure Tools: Docker, docker-compose, Nginx, Redis for Celery Environments: Development and production configurations available
9.2 Enhancement Deployment Strategy
Deployment Approach: No infrastructure changes required, using existing setup Infrastructure Changes: None Pipeline Integration: No changes to existing deployment pipeline
9.3 Rollback Strategy
Rollback Method: Revert changes to ai_agent.py to restore Qwen functionality Risk Mitigation: Thorough testing before deployment Monitoring: Monitor API response times and error rates