Free cheat sheet AI Explained · Episode 4 Instagram keyword: RAG

RAG + NotebookLM: 1-Page Cheat Sheet

The free 1-page RAG sheet from AI Explained Episode 4: RAG in 4 steps, how to try it free in NotebookLM, and what to watch out for. PDF and PNG.

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What you will learn

RAG as an open-book exam for AI, in 4 steps: chunk, embedding, retrieval, answer
How to try RAG for free with your own PDF in NotebookLM
Where RAG still goes wrong, and what to check

RAG = AI ka open-book exam

Chunk: Files ko chhote tukdon mein kaato. Har tukda ek chunk.
Embedding: Har chunk ka meaning numbers mein. Ye numbers ek vector database mein rakhe jaate hain.
Retrieval: Sawal aaye to meaning se sabse milte-julte chunks dhoondho. Keyword se nahi.
Answer: Wo chunks prompt mein jodo. AI unhi se jawab deta hai, source ke saath.

Free mein try karo: NotebookLM

notebooklm.google.com kholo, Google account se sign in karo.
Naya notebook banao aur source daalo: PDF, Google Doc, website link ya YouTube link.
Sawal poochho. Jawab mein [1] jaise number par click karo, source ka wahi hissa dikhega.

Dhyan rahe

Galat chunk mila to jawab bhi galat.
RAG jhooth kam karta hai, khatam nahi. Source khud check karo.
Office ki files daalne se pehle company ki policy dekh lo.

Page 1: tap to open full size

Try this line with your own document

Tap Copy prompt, paste it into ChatGPT, then replace the [brackets] with your own details.

Answer Only From My Document

Fact-checking

Sirf neeche diye text se jawab do. Text mein nahi hai to bolo: 'document mein nahi hai'.

How to use this prompt

“AI ko ratne mat do, padhne do.”

Learn the idea behind this sheet

Episode 4 Published

RAG

RAG (Retrieval Augmented Generation) as an open-book exam for AI, in 4 steps, how it differs from fine-tuning, and how to try it free in NotebookLM.

RAG and LLMs
Intermediate
2 min read
YouTube video
Instagram reel

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Free for everyone. Anyone with the link can open and download it.

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