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 redefining how systems interpret and handle textual content, providing exceptional functionalities in various implemen