Multi-agent AI architectures are rising to prominence as a transformative force in the realm of artificial intelligence. These sophisticated systems comprise multiple autonomous actors that coordinate to achieve common targets. By harnessing the strength of collective intelligence, multi-agent AI can tackle complex challenges that are beyond the re