Advanced
Advanced RAG and Knowledge Systems
Build sophisticated RAG systems with advanced retrieval strategies, query optimization, and knowledge synthesis. Learn about state-of-the-art approaches.
Introduction
Build sophisticated RAG systems with advanced retrieval strategies, query optimization, and knowledge synthesis. Learn about state-of-the-art approaches.
4 Lessons
30h Est. Time
4 Objectives
1 Assessment
By completing this module you will be able to:
✓ Implement multi-hop retrieval and reasoning
✓ Build knowledge graphs and entity extraction
✓ Optimize retrieval with re-ranking and hybrid search
✓ Create domain-specific retrieval systems
Lessons
Work through each lesson in order. Each one builds on the concepts from the previous lesson.
1
Multi-Modal and Multi-Index RAG
2
Agentic RAG and Self-Correcting Systems
3
RAG with LlamaIndex
4
Building Knowledge-Intensive Applications
Recommended Reading
Supplement your learning with these selected chapters from the course library.
Unlocking Data with Generative AI and RAG
Chapters 8-15
RAG-Driven Generative AI
Chapters 6-12
Module Assessment
Advanced RAG and Knowledge Systems
Question 1 of 3