Veritas L!VE: Navigating the Depths of Retrieval-Augmented Generation (RAG)
In this thrilling episode of Veritas L!VE, we delve into the intricate world of RAG, shedding light on its foundational principles and the remarkable potential it holds for the future. We explore how RAG is making waves across diverse sectors, from healthcare's diagnostic processes to the financial industry's predictive analytics and the personalized experiences offered in customer service.
Joining us is Drew Samuelson, Principal AI Product Manager specializing in Enterprise Data Protection, Veritas. With his expert insight, we will unravel the technical nuances of RAG, discuss real-world applications, and forecast the transformative impact this technology is poised to have on our interaction with artificial intelligence.
Resources:
Explore AI on the Veritas Tech Channel: https://vrt.as/48YM006
What is Retrieval-Augmented Generation or RAG?: https://vrt.as/3x01u6A
Corrective Retrieval Augmented Generation: https://vrt.as/4akxpgC
Chapters
00:00 – 8:35 – Intro
8:36 – 12:43 – Foundational Understanding of RAG
12:44 – 14:04 –Security Considerations of RAG + LLMs
14:05 – 17:44 – Real-World Applications of RAG
17:45 – 21:33 – Challenges and Limitations
21:34 – 29:28 –Closing