The process of developing and deploying generative AI models at scale can be intricate and time-intensive, prompting a growing need for cutting-edge technologies complemented by high-performance accelerators. NVIDIA AI offers developers indispensable tools, frameworks, and models essential for rapidly bringing their Large Language Models (LLMs) and generative AI applications to fruition. This session aims to unveil and showcase the latest advancements from NVIDIA, with a focus on NIM and Nemo microservices, seamlessly deployable on Microsoft Azure AI Studio. Join us to explore how these innovations simplify and expedite the journey towards scalable generative AI