Operations
Production-ready practices for RAG systems.
Deploy, monitor, secure, and optimize RAG systems in production.
Observability & Monitoring
Level: Intermediate
Track retrieval quality, latency, costs, and failures with comprehensive monitoring.
Topics: logging • tracing • dashboards • alerting
Performance Optimization
Level: Intermediate
Reduce latency with caching, parallel processing, and database optimization.
Topics: caching • async • batching • indexing
Security & Privacy
Level: Advanced
Protect sensitive data with PII detection, access control, encryption, and compliance.
Topics: pii-redaction • access-control • gdpr • hipaa
Testing
Level: Intermediate
Unit tests, integration tests, and regression testing for RAG pipelines.
Topics: pytest • evaluation-metrics • mocking • performance-testing