Embedding — AI Glossary

An embedding is a numerical vector representation of text that captures its semantic meaning in a high-dimensional space. Words, sentences, or documents with similar meanings are mapped to vectors that are close together, enabling machines to measure semantic similarity mathematically. Embeddings power search, recommendations, clustering, and retrieval-augmented generation.