Amanpreet Singh, Co-Founder and CTO of Contextual AI, dives into the revolutionary world of Retrieval Augmented Generation (RAG) 2.0. He discusses the seamless integration of generative and retrieval models and the challenges of prompt engineering. Amanpreet emphasizes the necessity of continual learning and updates to model weights to resolve knowledge conflicts. The conversation also highlights the potential of reinforcement learning algorithms and the importance of domain-specific data. Buckle up for insights on the future of AI and specialized agents!