Glossary · Technical concept

Embedding

A numerical vector representation of a piece of content (text, image, audio) that preserves semantic similarity — items with similar meaning land close in vector space. Foundation of retrieval-augmented generation, semantic search, and recommendation. Quality + bias characteristics of the embedding model propagate to every downstream use.

Framework references

  • NIST AI 600-1

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