Track 5: RAG: Retrieval-Augmented Generation
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
45 lessons
Track 5: RAG: Retrieval-Augmented Generation, RAG Types
Advanced RAG: Rewriting, Reranking and Chat History
Upgrade naive RAG and handle follow-up questions.
Get notified on YouTube Udemy certificate: coming soon
Course
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
Udemy: coming soon
Tools
- LlamaIndex (open-source, free)
- LangChain (open-source, free)
Watch first
Then try
- Modular RAG
- Agentic RAG
- Graph RAG: GraphRAG, LightRAG and Neo4j
- Multimodal RAG: Images, Tables and Slides
- Capstone: Company Docs Support Bot
In this module
- Naive RAG
- Advanced RAG: Rewriting, Reranking and Chat History
- Modular RAG
- Agentic RAG
- Graph RAG: GraphRAG, LightRAG and Neo4j
- Multimodal RAG: Images, Tables and Slides
- Corrective RAG (CRAG)
- Self-RAG
- Adaptive RAG: Route by Question Type
The course this lesson belongs to