Successfully navigating intricate problems necessitates a novel approach. Traditional single-agent AI systems often fail when confronting multifaceted scenarios requiring coordinated actions website and dynamic decision-making. Multi-agent AI (MAA) emerges as a compelling solution, suggesting an ensemble of autonomous agents that interact to achiev