Embedding

An embedding converts a word, sentence, or document into a list of numbers that positions it in a mathematical space. The key property: similar meanings end up numerically close together. This is what allows AI systems to find relevant information by meaning rather than exact keyword match. Embeddings are the foundation of semantic search, recommendations, and retrieval systems.