Collaborative multi-agent AI systems are emerging as a powerful paradigm for tackling complex challenges. These systems comprise numerous intelligent agents that collaborate with each other to achieve shared objectives. By leveraging the collective wisdom of individual agents, these systems can demonstrate a level of intelligence and problem-solvin