An embedding is a numerical representation of a word, sentence, image, or audio sample in the form of a high-dimensional vector, designed to capture relevant characteristics of the data, such as its semantic meaning. Embeddings are typically generated by machine learning models trained on large amounts of data. During training, these models learn to organize…