Multi-agent systems offer a compelling pathway to democratize AI by sharing intelligence across numerous entities. This model contrasts with traditional centralized AI, where a single model interprets data. In multi-agent systems, independent agents interact to achieve collective goals, leveraging the insights of the combined intelligence. This dis