AI SDK CoreembedMany
embedMany()
Embed several values using an embedding model. The type of the value is defined by the embedding model.
embedMany
automatically splits large requests into smaller chunks if the model
has a limit on how many embeddings can be generated in a single call.
import { openai } from '@ai-sdk/openai';import { embedMany } from 'ai';
const { embeddings } = await embedMany({ model: openai.embedding('text-embedding-3-small'), values: [ 'sunny day at the beach', 'rainy afternoon in the city', 'snowy night in the mountains', ],});
Import
import { embedMany } from "ai"
API Signature
Parameters
model:
The embedding model to use. Example: openai.embedding('text-embedding-3-small')
values:
The values to embed. The type depends on the model.
maxRetries?:
Maximum number of retries. Set to 0 to disable retries. Default: 2.
abortSignal?:
An optional abort signal that can be used to cancel the call.
headers?:
Additional HTTP headers to be sent with the request. Only applicable for HTTP-based providers.
Returns
values:
The values that were embedded.
embeddings:
The embeddings. They are in the same order as the values.