Multi-agent systems offer a compelling pathway to democratize AI by distributing intelligence across numerous components. This model contrasts with traditional centralized AI, where a single model interprets data. In multi-agent systems, decentralized agents interact to achieve collective goals, leveraging the wisdom of the combined intelligence. T