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

Searching by Meaning

Explain similarity search and top-k.

Status: Coming soon Enroll on Udemy IntermediateVideo lessonAbout 12 min

Part of Get an AI Engineering Job (41 of 83) and Build AI Agents and Apps (33 of 88)

Get notified on YouTube Enroll on Udemy

Course

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

Udemy: Enroll on Udemy

Watch first

Then try

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

Get the certificate course