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Generative AI · Glossary

Embedding

A numerical representation of text (or other data) that captures its meaning, allowing similar content to be mathematically compared.

Embeddings turn words and documents into vectors of numbers positioned so that semantically similar content ends up close together in that vector space — the foundation of semantic search and RAG.

Want to actually work with Embedding? This concept is covered hands-on in our RAG Systems program — not just defined, but practiced.
View RAG Systems
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