Generation AI Podcast Episode #6 Ram Sriharsha

Ram Sriharsha, VP of Engineering at Pinecone, discusses vector databases and LLMs, including Hybrid Search and both sparse and dense retrieval. He introduces the concept of retrieval augmented generation (RAG) to enhance language models with knowledge from vector databases. The podcast explores the importance of search relevancy in AI chatbot development and the impact of longer sequence windows in language models. Challenges of cloud native platforms and the future possibilities of machine learning models are also discussed.