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

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Apr 11, 2025
34:29

๐Ÿ“ Free Notes โ†’ https://educosys.com/course/free-ai-course If this helped you, subscribing means a lot โ†’ https://www.youtube.com/@KeertiPurswani ๐ŸŽ“ ๐‚๐ก๐ž๐œ๐ค๐จ๐ฎ๐ญ ๐„๐๐ฎ๐œ๐จ๐ฌ๐ฒ๐ฌ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž๐ฌ โ†’ https://www.educosys.com ๐Ÿ“ฉ For Educosys queries, contact us at +91 9084249327 or [email protected] ๐Ÿ“ธ Educosys Instagram โ†’ https://www.instagram.com/educosys ๐Ÿ’ผ Educosys LinkedIn โ†’ https://www.linkedin.com/company/98837223 Connect with me - ๐Ÿ’ผ LinkedIn โ†’ https://www.linkedin.com/in/keertipurswani ๐Ÿ“ธ Instagram โ†’ 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!

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