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What is Embedding Model?

AI Infrastructure

A neural network specifically designed to convert text, images, or other data into dense vector representations.

Embedding models map inputs into a continuous vector space where semantic similarity corresponds to vector proximity. Models like OpenAI's text-embedding-3 and Cohere Embed power search, clustering, and RAG systems.

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