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