In the rapidly evolving landscape of artificial intelligence and natural language comprehension, multi-vector embeddings have appeared as a revolutionary approach to encoding intricate data. This innovative technology is transforming how machines understand and manage linguistic information, providing unprecedented capabilities in multiple implemen