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

RAG in One Picture

Draw the ingest, retrieve, generate pipeline.

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RAG for Beginners (No Code): Make AI Answer From Your Files

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In this module

  1. Why AI Can't See Your Files
  2. RAG in One Picture
  3. Chunks and Embeddings
  4. RAG Tutorial for Beginners: Free Python Chatbot
  5. Searching by Meaning
  6. Writing the Answer
  7. RAG vs Fine-Tuning vs Long Context (and Cache-Augmented Generation)
  8. Making RAG Good

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