In the swiftly evolving landscape of machine intelligence and natural language processing, multi-vector embeddings have surfaced as a groundbreaking technique to encoding complex data. This innovative framework is reshaping how computers understand and handle linguistic data, delivering unprecedented abilities in multiple applications.Conventional