Architecting intelligent systems presents a challenging endeavor. It involves carefully weaving together complementary components, ranging from sophisticated algorithms to robust hardware infrastructure. The core objective is to empower systems that can evolve from data, deduce, and ultimately solve complex problems in a impactful manner. A key