Learn about Retrieval Augmented Generation (RAG) and its practical applications in this comprehensive technical talk presented by Amazon researcher Parth Patwa at the AI Institute at UofSC. Explore the fundamental concepts, architecture, and implementation strategies of RAG systems while discovering how this technology enhances large language models by incorporating external knowledge sources. Gain insights into real-world applications and use cases of RAG across various domains, understanding both its advantages and limitations in modern AI systems.