The horizon of intelligence is continuously shifting as computing power converges to the edge. This distributed paradigm empowers applications with real-time understanding, enabling a {novel set of possibilities. From industrial automation, the ability to extract data on-premises unlocks revolutionary advancements. Leveraging advanced architectur