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What is Embedding?

An embedding maps text (or images) to a vector of hundreds or thousands of numbers such that semantically similar inputs produce nearby vectors. This enables semantic search, clustering, recommendation, and deduplication — comparing meanings with simple geometry instead of keywords.

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