All terms
Foundations
Embedding
A numeric vector that captures the meaning of text so similar things sit nearby.
Definition
An embedding is a dense vector of numbers that represents the meaning of a piece of text (or image, audio, etc.) in a high-dimensional space, where semantically similar items are close together. Embeddings power semantic search, clustering, and retrieval-augmented generation, where a query is embedded and matched against a vector database.