In the swiftly advancing landscape of artificial intelligence and natural language processing, multi-vector embeddings have appeared as a revolutionary approach to representing sophisticated data. This innovative technology is reshaping how machines interpret and handle written information, offering exceptional functionalities in numerous use-cases