A Vector Database is a specialized database designed to handle vector data efficiently. By Vector data, we refer to the form of embeddings generated by machine learning models, which can be complex data like images, text, and audio in a high-dimensional space.
The most important aspects to look for in Vector Databases include:
Speed, Accuracy, Ease of Use, On-Premise or Cloud Support, Cost