Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle intricate tasks by facilitating self-governing agents to collaborate. These intelligent entities can focus on particular aspects of a problem, leveraging their combined knowledge and capabilities to achieve enhanced re