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text-embedding-3-large

text-embedding-3-large produces 3072-dimensional vectors with the highest MTEB and MIRACL scores in the text-embedding-3 family, with built-in Matryoshka dimension reduction for flexible quality-storage tradeoffs in production retrieval systems.

index.ts
import { embed } from 'ai';


const result = await embed({
  model: 'openai/text-embedding-3-large',
  value: 'Sunny day at the beach',
})
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