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

LangChain vs LlamaIndex vs Haystack vs Plain Python

Choose a framework for your team.

Status: Coming soon AdvancedVideo lessonAbout 13 min Free tools
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Course

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

Udemy: coming soon

Tools

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In this module

  1. No-Code RAG: NotebookLM, Dify, Flowise
  2. Chat With Your Documents in LangChain
  3. Chat With a PDF in 20 Lines (LlamaIndex)
  4. Better Answers: Chunks, Metadata, Reranking (LlamaIndex)
  5. Many Documents, One Assistant (LlamaIndex)
  6. Haystack Tutorial
  7. LangChain vs LlamaIndex vs Haystack vs Plain Python

The course this lesson belongs to