Introduction Creating a TikTok-like application is a lucrative venture in the rapidly changing domain of online communities. Brief videos has become the preferred type for amusement and interaction across the globe. The TikTok platform, with its advanced recommendation systems and engaging functionalities, has emerged as a cultural phenomenon, tran