Simplest RAG Explanation with Working Code! Beginner Friendly Step-by-Step Example
Simplest RAG Explanation with Working Code! Beginner Friendly Step-by-Step Example
In this video, I explain RAG (Retrieval-Augmented Generation) in simple Telugu and show how to build a system where AI answers ONLY from your PDFs, notes, and documents.
This is one of the most important AI concepts used in real-world applications like document chatbots, AI assistants, and startup products.
⚡ What you’ll learn:
✔ What is RAG (simple explanation for beginners)
✔ How AI tools like ChatGPT actually work
✔ How to make AI give accurate answers from your data
✔ How to build a PDF chatbot using Ollama + Mistral (FREE & offline)
🎯 Perfect for:
Students | Developers | AI beginners | Freelancers | Startup builders
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🔗 Tools Used
Ollama: https://ollama.com/
Mistral 7B: https://ollama.com/library/mistral
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⏱ Chapters
00:00 – Introduction to AI & Problem
00:45 – What is RAG?
01:40 – How RAG Works
03:00 – Project Workflow
05:00 – Setup Guide
06:00 – Code Explanation
07:00 – Demo
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💬 Comment Below
Where would YOU use this AI system? 👇
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#ai #chatgpt #rag #aitools #telugutech #python #chatbot #btech #teluguai #collegeprojects
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