| # 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 | |