Architecting intelligent systems presents a challenging endeavor. It involves meticulously weaving together complementary components, ranging from advanced algorithms to robust hardware infrastructure. The essential objective is to empower systems that can evolve from data, reason, and ultimately tackle complex tasks in a meaningful manner. A k