embeddings

Recently I’ve been interested in some of the ways that we can use embeddings to compare images, text, and other data. Embeddings allow us to create features and applications like image search, retrieval-augmented generation, and many more. You can think of an embedding as just a list of numbers (a vector) that represents the semantic meaning of a given piece of data. this allows us to compare two embeddings and determine how similar they are....