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What is Embedding Space?

AI Engineering

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The high-dimensional vector space where embeddings are plotted, with proximity indicating semantic similarity.

Embedding spaces organize concepts geometrically so that semantically related items cluster together. Operations like vector arithmetic work in embedding space (e.g., king - man + woman = queen), enabling analogical reasoning and similarity-based retrieval.

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