Introduction to Retrieval Augmented Generation (RAG) - From Fundamentals to Implementation

Explore the fundamentals and practical applications of Retrieval Augmented Generation (RAG) in this 23-minute conference talk from ISTA Conference, presented by Progress Principal Software Developer Kristian Mariyanov. Gain insights into combining retrieval and generative models to enhance AI capabilities, with a focus on implementing customer support chatbots. Learn about vector databases and their crucial role in efficient information storage and retrieval, while discovering best practices and advanced techniques to maximize RAG's potential in AI applications.