Multi-agent architectures offer a compelling pathway to disrupt AI by distributing intelligence across numerous agents. This paradigm contrasts with traditional centralized AI, where a central model interprets data. In multi-agent systems, autonomous agents interact to achieve common goals, exploiting the wisdom of the combined intelligence. This f