Multi-agent systems offer a compelling pathway to empower AI by distributing intelligence across numerous entities. This model contrasts with traditional centralized AI, where a single model analyzes data. In multi-agent systems, autonomous agents collaborate to achieve collective goals, leveraging the knowledge of the combined intelligence. This d