A new framework called Query Retrieve Conclude enhances the understanding and detection of dynamic memes by integrating real-time background knowledge from the web. This approach outperforms existing models in knowledge recovery and meme analysis, potentially impacting how digital content is interpreted and utilized in marketing and social media strategies.