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An embedding is a numerical representation of a piece of information, for example, text, documents, images, audio, etc. The representation captures the semantic meaning of what is being embedded, making it robust for many industry applications. The open-source library called Sentence Transformers allows you to create state-of-the-art embeddings from images and text for free. The Hugging Face Inference API allows us to embed a dataset using a quick POST call easily. An embedded dataset allows algorithms to search quickly, sort, group, group, and more.