The World Wide Web presents a dynamic and ever-changing environment of information, where websites come and go with surprising frequency. This inherent transience poses a significant challenge to preserving our collective digital heritage. Thankfully, dedicated organizations like the Internet Archive have stepped up to the task, offering innovative