In the swiftly advancing landscape of computational intelligence and human language comprehension, multi-vector embeddings have surfaced as a transformative technique to encoding complex information. This cutting-edge framework is transforming how machines interpret and process linguistic information, delivering unmatched capabilities in multiple i