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