Multi-agent AI architectures are gaining traction as a transformative force in the realm of artificial intelligence. These complex systems comprise multiple autonomous actors that collaborate to achieve common goals. By harnessing the power of collective insight, multi-agent AI can address complex challenges that are beyond the scope of single agen