This episode of the Generative AI podcast features Mark from Couchbase, a company with a long history in database technology, focusing on its latest advancements in edge computing capabilities. Mark, the director of product marketing, discusses the significance of Couchbase's move into on-device vector storage. This development represents a significant leap in enabling AI applications directly on mobile and IoT devices without compromising on performance or resource efficiency. Throughout the conversation, Mark highlights how this technology is set to change the landscape of data processing by allowing for more personalized and context-aware applications across various sectors, including gaming and healthcare. The discussion also covers the technical aspects of Couchbase's approach to embedding databases in devices, synchronization techniques, and the potential use cases enabled by this innovation. Listen to this episode for a detailed exploration of Couchbase's contributions to edge computing and the broader implications of on-device vector storage for the future of AI and database technology. Whether you're involved in software development, interested in the technicalities of edge computing, or looking into the future of AI applications, this episode provides a clear understanding of Couchbase's latest technological breakthroughs.