RAG Explained | All about RAG - Retrieval Augmented Generation

codebasics · Beginner ·🔍 RAG & Vector Search ·2w ago

Skills: RAG Basics90%LLM Foundations70%

In almost all of the Gen AI engineer job posts, RAG is a common skill that employers ask for. RAG is an essential component in many real life AI projects. In this video, we will go over all the fundamentals of RAG. Code and Resources: https://codebasics.io/resources/rag-basics YouTube video on Hybrid RAG at AtliQ: https://youtu.be/-TlA_89Djkg?si=UkTnENHYGxOeQliY ⭐️ Timestamps ⭐️ 0:00 Intro 0:41 What is RAG? 2:00 Two stages of RAG 5:44 Benefits of RAG 6:19 Hands on - Telecom RAG Project 7:46 Real life RAG applications 8:16 Types of RAG 13:49 Reference Material Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses. Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. 🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg #️⃣ Social Media #️⃣ 🧑‍🤝‍🧑 Discord for Community Support: https://discord.gg/r42Kbuk 📸 Codebasics' Instagram: https://www.instagram.com/codebasicshub/ 📝 Codebasics' Linkedin : https://www.linkedin.com/company/codebasics/ 📱 Dhaval's X handle : https://x.com/dpcodebasics ------ 📝 Dhaval's Linkedin : https://www.linkedin.com/in/dhavalsays/ 📝 Hem's Linkedin: https://www.linkedin.com/in/hemvad/ 📽️ Hem's Instagram for daily tips: https://www.instagram.com/hemvadivel/ 📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalcodebasics 🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true

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Chapters (8)

Intro

0:41 What is RAG?

2:00 Two stages of RAG

5:44 Benefits of RAG

6:19 Hands on - Telecom RAG Project

7:46 Real life RAG applications

8:16 Types of RAG

13:49 Reference Material

Watch this before applying for jobs as a developer.