Agentic AI represents a paradigm shift in artificial intelligence. While traditional AI systems are primarily task-oriented, agentic AI aspires to foster a higher level of autonomy, enabling AI agents to explore with their environments in a proactive manner. This transition paves the way for AI systems that can respond to dynamic situations, acquir