Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle complex tasks by empowering self-governing agents to collaborate. These intelligent entities can focus on distinct aspects of a problem, leveraging their combined knowledge and assets to achieve optimal results. This paradigm shift in AI offers extraordinary possibil