✅ Templates - All 4 markdown files with sections and purposes
✅ Workflows - Both YAML files with inputs, outputs, and artifact names
✅ API Module - mlops_helpers.py with all 6 functions documented
✅ API Endpoints - All 4 REST endpoints with request/response examples
✅ Configuration - All 3 environment variables with defaults
✅ UI Integration - Settings page MLOps section functionality
✅ Usage Examples - RAG uploads, workflow triggers, API calls, chat queries
✅ Isolation Details - Feature flags, lazy loading, rollback procedures
✅ Integration Guidance - MLflow, Weights & Biases, TensorBoard, cloud platforms