Multi-agent AI architectures are emerging as a transformative force in the realm of artificial intelligence. These intelligent systems comprise multiple autonomous actors that coordinate to achieve common objectives. By harnessing the strength of collective insight, multi-agent AI can tackle complex issues that are beyond the reach of single agents