Multi-agent architectures offer a compelling pathway to empower AI by distributing intelligence across numerous agents. This approach contrasts with traditional centralized AI, where a single model processes data. In multi-agent systems, autonomous agents interact to achieve collective goals, leveraging the wisdom of the total intelligence. This fr