# 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