In the rapidly advancing landscape of computational intelligence and human language comprehension, multi-vector embeddings have appeared as a revolutionary technique to encoding intricate information. This cutting-edge framework is reshaping how systems comprehend and process linguistic information, offering exceptional abilities in various impleme