Ever wondered how to stop LLMs from hallucinating or making things up? The answer is RAG (Retrieval-Augmented Generation), and it&#39;s a critical technique for building reliable, fact-based AI applications.In this episode, Alan sits down with Abhinav Kimothi, Director of Data Science at Sigmoid and author of the Manning book, &#34;A Simple Guide to RAG&#34;. Abhinav demystifies this powerful concept, making it accessible for developers and enthusiasts at any level.This is a must-listen for anyone looking to move beyond basic chatbot functionality and build truly intelligent, trustworthy AI.📘 Get the Book! 📘Grab your copy of &#34;A Simple Guide to Retrieval Augmented Generation&#34; directly from Manning and get a special 45% discount with the code: flutter45🔗 https://www.manning.com/books/a-simple-guide-to-retrieval-augmented-generationOn the Show:🎙️ Guest: Abhinav Kimothi https://www.linkedin.com/in/abhinav-kimothi/🎙️ Host: Allen Wyma https://x.com/allenwymaTimecodes:00:00 - Meet Abhinav Kimothi: 18 Years in Data Science & AI02:10 - Demystifying RAG (Retrieval-Augmented Generation)10:15 - The Mechanics of RAG: How Retrieval & Semantic Search Work16:50 - Common Failures in RAG Systems & How to Fix Them26:10 - Production-Ready RAG: RAG Ops & Development Frameworks34:15 - Advice for Developers & OutroSee our social media channels:Facebook: https://www.facebook.com/FlyingHighWithFlutter/Twitter: https://twitter.com/fhwflutterYoutube: https://www.youtube.com/channel/UCmL2YRyMphHK87fnyFlotWAWebsite: https://flyinghighwithflutter.comPodcast: https://podcasts.apple.com/hk/podcast/flying-high-with-flutter/id1562119447?i=1000523147383

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