In the rapidly advancing landscape of artificial intelligence and human language understanding, multi-vector embeddings have appeared as a groundbreaking technique to encoding sophisticated data. This cutting-edge technology is redefining how systems understand and handle linguistic data, offering unmatched functionalities in various applications.C