# User-generated content

NoteLLM is a retrieval-based large language model focused on user-generated content, aiming to enhance the performance of recommendation systems. By combining topic generation with embedding generation, NoteLLM improves its ability to understand and process note content. The model adopts an end-to-end fine-tuning strategy, supporting multi-modal inputs, which enhances its application potential in diversified content domains. Its importance lies in effectively improving the accuracy of note recommendations and user experience, especially suitable for UGC platforms like Xiaohongshu.

Emotive AI Actors by CreatorKit is a platform that utilizes artificial intelligence technology to create user-generated content (UGC) videos and advertisements. By training AI with real UGC actors and content strategists, users can quickly create video advertisements that have genuine emotional responses. The significance of this product lies in its ability to replace traditional video production methods at a lower cost, faster speed, and better performance, while providing scalable solutions that allow users to create 100 video ads in just minutes. The key advantages of AI Actors include cost-effectiveness, rapid production, superior performance, and easy scalability.

Tapasom is an innovative platform based on NFT and AI technology, committed to bridging the gap between vibrant influencers, content creators, and forward-thinking brands. The platform revolutionizes the ways content creators, influencers, and brands collaborate, creating powerful impact and resonance. By providing a network for brands to genuinely connect with creators who have influence over their target audience, Tapasom enables brand influence expansion. Moreover, creators can explore innovative collaboration opportunities and tap into their creative potential through the platform. Influencers can also amplify their influence through partnerships with brands that align with their values. The platform also utilizes NFTs to secure and monetize content creation. Key features include AI-driven real-time chat, NFT content authenticity and monetization, and seamless collaboration between brands and creators.

MagicAds is a web application that uses AI avatar technology to simplify user-generated content (UGC) advertisement creation. With a single click, generate unlimited, human-like UGC ads that are both economical and efficient. MagicAds operates on a credit point system, offering different cost levels for varying levels of control. MagicAds is suitable for businesses of all sizes and industries, whether you are a startup or an established brand.