Multi-agent architectures offer a compelling pathway to empower AI by delegating intelligence across numerous components. This paradigm contrasts with traditional centralized AI, where a single model processes data. In multi-agent systems, autonomous agents collaborate to achieve collective goals, exploiting the knowledge of the combined intelligen