Track 5: RAG: Retrieval-Augmented Generation, RAG Types

Graph RAG: GraphRAG, LightRAG and Neo4j

Answer whole-corpus questions with a knowledge graph.

Status: Coming soon AdvancedVideo lessonAbout 15 min Free tools
Get notified on YouTube Udemy certificate: coming soon

Course

Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG

Udemy: coming soon

Tools

Watch first

Then try

In this module

  1. Naive RAG
  2. Advanced RAG: Rewriting, Reranking and Chat History
  3. Modular RAG
  4. Agentic RAG
  5. Graph RAG: GraphRAG, LightRAG and Neo4j
  6. Multimodal RAG: Images, Tables and Slides
  7. Corrective RAG (CRAG)
  8. Self-RAG
  9. Adaptive RAG: Route by Question Type

The course this lesson belongs to