Multi-agent systems offer a compelling pathway to democratize AI by delegating intelligence across numerous components. This paradigm contrasts with traditional centralized AI, where a single model interprets data. In multi-agent systems, decentralized agents communicate to achieve shared goals, harnessing the knowledge of the aggregate intelligenc