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LLMs & Reasoning

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Embeddings

Embeddings

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Numeric vector representations of text or audio that capture meaning, enabling semantic search, retrieval, and similarity matching.

Numeric vector representations of text or audio that capture meaning, enabling semantic search, retrieval, and similarity matching.

Why it matters

Embeddings power the retrieval behind grounded answers. If they miss the right document, the agent answers from thin air — retrieval quality is answer quality.

Related — LLMs & Reasoning