Multi-agent systems offer a compelling pathway to democratize AI by distributing intelligence across numerous entities. This approach contrasts with traditional centralized AI, where a single model interprets data. In multi-agent systems, independent agents collaborate to achieve shared goals, harnessing the wisdom of the combined intelligence. Thi