RAG Fundamentals and Advanced Techniques - Full Course

RAG Fundamentals and Advanced Techniques - Full Course

freeCodeCamp.org via freeCodeCamp Direct link

⌨️ Naive RAG Drawbacks Breakdown

8 of 15

8 of 15

⌨️ Naive RAG Drawbacks Breakdown

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RAG Fundamentals and Advanced Techniques - Full Course

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  1. 1 ⌨️ Intro
  2. 2 ⌨️ RAG Fundamentals
  3. 3 ⌨️ Components of RAG
  4. 4 ⌨️ RAG Deep Dive
  5. 5 ⌨️ Building a RAG System - Build an Application for Chatting with Our Documents
  6. 6 ⌨️ Using Advanced RAG Techniques - Overview
  7. 7 ⌨️ Naive RAG Overview and Its Pitfalls
  8. 8 ⌨️ Naive RAG Drawbacks Breakdown
  9. 9 ⌨️ Advanced RAG Techniques as the Solution - Query Expansion with Generated Answers
  10. 10 ⌨️ Query Expansion with Generated Answers - Hands-on
  11. 11 ⌨️ Query Expansion Summary
  12. 12 ⌨️ Query Expansion with Multiple Queries - Overview
  13. 13 ⌨️ Query Expansion with multiple Queries - Hands-on
  14. 14 ⌨️ Your Turn - Challenge
  15. 15 ⌨️ The End - Next Steps

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