Definition
Embeddings are numerical vectors that represent the meaning of text, so that passages with similar meaning have similar vectors.
How they are used
Each passage and each question is turned into an embedding; the closest passages are retrieved as candidates for an answer.
Multilingual embeddings
Multilingual embedding models, such as BGE-M3, let a question in one language find passages written in another.
See vector database.