This session explores strategies to enhance Generative AI agents and Retrieval Augmented Generation (RAG) systems, focusing on accuracy, security, and scalability.

We will discuss:

Advanced Vector Search: Exploring the potential of vector search APIs and a novel alternative for implementing a high-performance vector database.

Deployment Strategies: Examining deployment options for Gen AI agents, including cloud (AWS, Azure, GCP) and edge AI platforms, with a focus on managing and optimizing these deployments.

Unlocking AI Infrastructure: We'll delve into strategies for owning your AI infrastructure, mitigating vendor lock-in, and achieving maximum flexibility and control in scaling your AI capabilities.

(Time permitting): We will explore exciting use cases for Generative AI on both cloud and edge devices, highlighting the benefits and challenges of bringing this transformative technology to smartphones and IoT devices.