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

Naive RAG

Build the baseline everything else improves on.

Status: Coming soon BeginnerVideo lessonAbout 11 min Free tools
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Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG

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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