In the quickly advancing landscape of computational intelligence and human language comprehension, multi-vector embeddings have appeared as a transformative technique to encoding intricate data. This innovative technology is redefining how systems comprehend and process textual content, providing unmatched capabilities in multiple use-cases.Traditi