In the swiftly evolving realm of machine intelligence and human language understanding, multi-vector embeddings have surfaced as a transformative method to encoding complex content. This novel technology is reshaping how systems comprehend and manage written data, offering exceptional abilities in various use-cases.Standard representation technique