Glossary term
Glossary term
Memory and Retrieval
Numeric representation of text, images, or data used for similarity search and retrieval.
OpenAI's text-embedding-3-large model is used by Shopify to embed product descriptions and customer reviews, enabling semantic product search that returns relevant results even when the query uses different terminology.
Google's Vertex AI Embeddings for Text power document similarity in Google Workspace, allowing users to find related Docs, Slides, and Sheets based on semantic meaning rather than keyword overlap.
Cohere Embed v3 is deployed by Accenture for multilingual document retrieval across enterprise knowledge bases in 100+ languages, maintaining consistent semantic quality without per-language tuning.