Скачать или смотреть RAG Made Stupid Simple – You’ll Never Forget After This

RAG - Beginner friendly tutorial for Everyone. RAG (Retrieval-Augmented Generation) is changing the way AI learns and responds — powering smarter chatbots, personalized assistants, and tools that stay up to date without retraining. In this easy-to-understand breakdown, we’ll explore RAG step-by-step with examples, tools, and visuals even beginners can follow.

Covered in this video:
RAG Tutorial
Basics of RAG
What is Retrieval-Augmented Generation (RAG)?
Why RAG Matters in Today’s AI?
How RAG Works: Step-by-Step?
RAG vs Fine-Tuning: Key Differences?
RAG in Real Life: Use Cases You Already Know?
Inside RAG: Retrieval and Generation Components?
RAG and LLMs: How They Work Together?
Popular RAG Tools and Frameworks
Challenges in RAG
The Future of RAG

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Whether you're learning about AI, working on your own chatbot, or trying to understand the future of generative systems — this is the easiest, most practical guide to RAG.

00:00 Real Knowledge as AI (RAG)
00:33 What is RAG?
01:19 Why Do We Need RAG?
01:52 How Does RAG Work?
02:27 What Kind of Data Can RAG Use?
02:49 Power Duo of RAG
03:21 RAG vs Fine-Tuning
04:05 Tooling in RAG
04:42 Tools used in RAG systems
06:00 Real-Life Use Cases of RAG
06:26 Tools and steps to build a complete RAG system
08:40 Challenges in RAG
09:40 Future of RAG

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