There are typically four components to vector similarity search: vector embeddings that capture the key characteristics of the original object ... images, or both. Audio embeddings might be based ...

A 3D tensor could represent colours in an image (based ... as IBM watsonx.data. Meanwhile, the hyperscaler cloud providers – AWS, Google Cloud and Microsoft Azure – provide vector database ...

The query vector is then compared to all of the object vectors to find the nearest matches. In the same way, image or audio ... for unstructured data and yet provide some of the functionality ...

The polygon object can be any shape that has at least three sides and allows for a wide variety of common shapes to be stored in vector form. The example above is a pentagon but a polygon could be ...