Introduction Developing a TikTok-like application is a highly profitable venture in the ever-growing domain of online communities. Short-format videos has become the preferred type for leisure and interaction across the globe. TikTok, with its cutting-edge recommendation systems and interactive functionalities, has transformed into a pop culture ic