Architecting intelligent systems presents a challenging endeavor. It involves carefully weaving together diverse components, ranging from advanced algorithms to reliable hardware infrastructure. The essential objective is to facilitate systems that can learn from data, reason, and ultimately solve complex problems in a relevant manner. A key as