Agentic Artificial Intelligence, a rapidly evolving domain, focuses on developing autonomous agents capable of making independent decisions. These agents, powered by sophisticated algorithms and vast knowledge bases, can interact within complex settings to achieve defined goals. Grasping the inner workings of agentic AI demands exploring key princi