Journey 1: RAG and Knowledge Retrieval Fundamentals

Microsoft Developer ยท Beginner ยท๐Ÿ—๏ธ Systems Design & Architecture ยท1y ago
๐Ÿ“Œ Github repo: https://aka.ms/rag-time Join us for the first episode of RAG Time as Ayca Bas and Farzad Sunavala break down the fundamentals of Retrieval-Augmented Generation (RAG), search indexing, and vector search. Discover why RAG is transforming AI-driven retrieval in an exclusive interview with Marco Casalaina, VP of Products, Azure AI, and Todd Anglin, Partner Developer Advocate. Theyโ€™ll share key strategic insights on how these technologies drive innovation and scalability. Github repo: https://aka.ms/rag-time Chapters: 00:00 - Introduction 00:05 - Welcome to RAG Time! 00:42 - Interview: Strategic Importance of RAG in Modern AI Systems 13:35 - Tech Talk and Demonstration 28:20 - Get Started and Resources 28:34 - Doodle Summary To wrap it up, enjoy a creative doodle summary by Nitya Narasimhan, capturing the sessionโ€™s key takeaways in a fun and engaging way! ๐Ÿ”— Learn more: https://aka.ms/rag-time
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Chapters (6)

Introduction
0:05 Welcome to RAG Time!
0:42 Interview: Strategic Importance of RAG in Modern AI Systems
13:35 Tech Talk and Demonstration
28:20 Get Started and Resources
28:34 Doodle Summary
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