In the rapidly evolving landscape of artificial intelligence and human language processing, multi-vector embeddings have appeared as a revolutionary method to capturing complex data. This cutting-edge system is reshaping how computers interpret and manage textual information, providing exceptional functionalities in various applications.Conventiona