Traditional video analysis methods fall short when it comes to interpreting the rich meaning embedded within video content. However, the emergence of AI-powered semantic search is revolutionizing this landscape, enabling us to explore deeper insights from video data than ever before. By harnessing the power of natural language processing (NLP) and