Architecting intelligent systems presents a challenging endeavor. It involves carefully weaving together interconnected components, ranging from advanced algorithms to robust hardware infrastructure. The core objective is to empower systems that can adapt from data, reason, and ultimately tackle complex tasks in a relevant manner. A key aspect