In the ever-evolving landscape of cybersecurity, ethical hackers constantly seek innovative methodologies to uncover vulnerabilities within complex networks. Python, a versatile and powerful programming language, has emerged as a favored tool in this domain, particularly when coupled with the transformative potential of artificial intelligence (AI)