In the rapidly evolving realm of machine intelligence and human language processing, multi-vector embeddings have emerged as a revolutionary technique to encoding complex information. This cutting-edge framework is reshaping how systems comprehend and process linguistic information, providing unmatched capabilities in various use-cases.Conventional