Multi-agent frameworks offer a compelling pathway to empower AI by distributing intelligence across numerous agents. This paradigm contrasts with traditional centralized AI, where a single model analyzes read more data. In multi-agent systems, autonomous agents communicate to achieve common goals, harnessing the wisdom of the aggregate intelligence