Agentic AI embodies a paradigm shift in artificial intelligence. While traditional AI systems are primarily function-specific, agentic AI aspires to cultivate a higher level of autonomy, enabling AI agents to interact with their environments in a independent manner. This transition paves the way for AI entities that can adapt to dynamic situations,