AI025
Practical RAG Systems: From Knowledge Bases to Retrieval-Augmented Generation
Foundations of RAG and Knowledge Base Construction
Learning Objectives
- Identify the core components of the RAG lifecycle from ingestion to generation
- Analyze techniques for document chunking, embedding, and vector database indexing
- Design knowledge base schemas that support both semantic and structured retrieval