Vector Database

1. Introduction The proliferation of artificial intelligence (AI) and machine learning (ML) applications has introduced new data management challenges, particularly concerning high-dimensional vector data generated by embedding models. These vectors, representing semantic meaning in text, images, audio, and other data types, require specialized storage and querying capabilities, specifically for similarity search operations.1 Traditionally, this necessitated … Read more