AI025
Practical RAG Systems: From Knowledge Bases to Retrieval-Augmented Generation
From Prototype to Production: Integration and Pipeline Synthesis
Learning Objectives
- Differentiate between the architectural requirements of prototypes and production environments
- Implement automated pipeline synthesis using CI/CD best practices
- Analyze integration strategies for ensuring system stability during scaling
- Develop rigorous validation and monitoring gates for production-ready code