Glossary · Core Concepts

Embedding

A numerical representation (vector) of text, images, or other data in a high-dimensional space. Embeddings capture semantic meaning — items with similar meanings have similar embeddings. AI models generate embeddings that can be stored in vector databases and queried for semantic search. Embedding models are evaluated on their ability to capture semantic relationships and support downstream tasks.