AI - Simplest RAG Explanation with Working Code! Beginner Friendly Step-by-Step Example

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12.5 hours of video
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Access on mobile and TV

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Full Transcript

📝 Free Notes → https://educosys.com/course/free-ai-course If this helped you, subscribing means a lot → https://www.youtube.com/@KeertiPurswani 🎓 𝐂𝐡𝐞𝐜𝐤𝐨𝐮𝐭 𝐄𝐝𝐮𝐜𝐨𝐬𝐲𝐬 𝐂𝐨𝐮𝐫𝐬𝐞𝐬 → https://www.educosys.com 📩 For Educosys queries, contact us at +91 9084249327 or support@educosys.com 📸 Educosys Instagram → https://www.instagram.com/educosys 💼 Educosys LinkedIn → https://www.linkedin.com/company/98837223 Connect with me - 💼 LinkedIn → https://www.linkedin.com/in/keertipurswani 📸 Instagram → https://www.instagram.com/keerti.purswani #softwaredevelopment #softwareengineer #machinelearningengineer #artificialintelligenceandmachinelearning Timestamps- 0:00 - Coming Up 0:25 - Problem Statement 0:55 - Cons of Fine Tuning 1:38 - Concept of RAG 3:25 - Educosys GenAI Course 4:44 - Example Overview 5:58 - Installation and Setup 7:38 - Web Scraping Educosys 9:44 - Splitting Docs 15:24 - Add Docs to VectorDB 18:24 - RAG Pipeline Retrieval 18:55 - Augmentation 21:25 - RAG Chain Code 26:02 - Revision 27:48 - Test RAG Chain 29:50 - Print Prompt in RAG Chain 33:29 - Thank You!