In the rapidly evolving landscape of machine intelligence and human language understanding, multi-vector embeddings have appeared as a groundbreaking technique to representing intricate content. This innovative framework is redefining how machines comprehend and manage linguistic data, offering unmatched functionalities in various applications.Conv