Glossary
/// Definition
Embedding
An embedding is a dense numerical vector representation of text (or image / audio) that captures semantic meaning.
In depth
Embeddings are outputs of embedding models like OpenAI text-embedding-3, Voyage AI or Cohere Embed. Documents and queries are embedded into the same vector space so semantic similarity becomes a dot-product or cosine distance.