EngineeringUpdated 2026-10-24

Embedding

Converting text, images or other content into vectors whose similarity can be computed.

#Embedding#语义搜索#RAG

In plain language

Embeddings underpin semantic search, clustering, recommendation and RAG. Similar content sits closer in vector space. When choosing an embedding model, consider language support, dimensions, cost and domain fit.

Example

Embed 10,000 documents and retrieve the five closest to a user question.

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