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Embed Value

Embeddings convert data, like text, into compact vector representations, capturing their essence in a way that's useful for AI tasks.

Usage​

embed​

embed API

Generate an embedding for a single value.

With OpenAI text embeddings​

import { embed, openai } from "modelfusion";

const embedding = await embed({
  model: openai.TextEmbedder(/* ... */),
  value: "At first, Nox didn't know what to do with the pup.",
});

embedMany​

embedMany API

Generate embeddings for multiple values.

With OpenAI text embeddings​

const embeddings = await embedMany({
  model: openai.TextEmbedder({
    /* ... */
  }),
  values: [
    "At first, Nox didn't know what to do with the pup.",
    "He keenly observed and absorbed everything around him, from the birds in the sky to the trees in the forest.",
  ],
});

Available Providers​