Introduction Developing a TikTok-like application is a highly profitable venture in the rapidly changing landscape of social media. Brief video content is becoming the favored medium for entertainment and communication across the globe. TikTok, with its cutting-edge recommendation systems and engaging features, has emerged as a global trend, transf