Find embedding providers (TypeScript)

Gets information about embedding providers for automatic embedding generation, including supported providers, models, dimensions, and other configuration parameters.

Different databases might have different models available.

You need an application token with permission to interact with the target database, such as the Database Administrator role.

For more information, see Get endpoint and token.

Result

Returns a promise that resolves to a FindEmbeddingProvidersResult object that contains information about the the embedding providers.

The information in the response is arranged as a hierarchy of nested classes:

Parameters

Use the findEmbeddingProviders method, which belongs to the DbAdmin class.

Method signature
async findEmbeddingProviders(
  options?: {
    filterModelStatus?: ModelLifecycleStatus | '',
    timeout: number | TimeoutDescriptor,
  }
): FindEmbeddingProvidersResult;
Name Type Summary

options

FindEmbeddingProvidersOptions

Optional. The options for this operation. See Properties of options for more details.

Properties of options
Name Type Summary

filterModelStatus

ModelLifecycleStatus | ""

Optional. Filters the available models by status.

Default: SUPPORTED

timeout

number | TimeoutDescriptor

Optional. The client-side timeout for this operation.

Examples

The following examples demonstrate how to find embedding providers.

import { DataAPIClient } from "@datastax/astra-db-ts";

const client = new DataAPIClient("APPLICATION_TOKEN");

const admin = client.admin();

const databaseAdmin = admin.dbAdmin("API_ENDPOINT");

(async function () {
  const providers = await databaseAdmin.findEmbeddingProviders();

  console.log(JSON.stringify(providers));
})();

Client reference

For more information, see the client reference.

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