The realm of artificial intelligence experiences a paradigm shift with the emergence of autonomous AI agents. These intelligent entities, capable of performing decisions and interacting autonomously within dynamic environments, hold tremendous potential to revolutionize various domains. From optimizing mundane tasks to addressing complex problems,