Introduction to Retrieval Augmented Generation

Explore the cutting-edge technique of Retrieval Augmented Generation (RAG) in this informative conference talk by Abhinav Kimothi, Co-Founder and VP of AI at Yarnit. Gain insights into why RAG is becoming a critical component of the AI toolkit and how it enhances the natural language abilities of Large Language Models. Discover the limitations of current models and understand how RAG overcomes them by integrating external knowledge retrieval with generation. Learn about real-world applications of RAG across industries and get an overview of the basics of designing and implementing RAG systems. Delve into the challenges of deploying RAG systems and explore emerging trends shaping the field. Whether you're building AI systems or interested in the latest trends in generative AI, acquire practical knowledge and insights to stay ahead in the rapidly evolving generative AI space.