Agentic AI symbolizes a paradigm shift in artificial intelligence. While traditional AI systems are primarily task-oriented, agentic AI aspires to develop a higher level of autonomy, enabling AI agents to explore with their environments in a proactive manner. This evolution paves the way for AI agents that can adapt to dynamic situations, evolve ne