Multi-agent systems offer a compelling pathway to democratize AI by distributing intelligence across numerous entities. This paradigm contrasts with traditional centralized AI, where a central model processes data. In multi-agent systems, autonomous agents communicate to achieve collective goals, harnessing the wisdom of the aggregate intelligence.