Find embedding providers (Go)

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 FindEmbeddingProvidersResult struct that contains information about the the embedding providers.

Parameters

Use the FindEmbeddingProviders method, which belongs to the AstraDatabaseAdmin type.

Method signature
func (a *AstraDatabaseAdmin) FindEmbeddingProviders(
  ctx context.Context,
  opts ...options.FindEmbeddingProvidersOption
) (*results.FindEmbeddingProvidersResult, error)
Name Type Summary

ctx

context.Context

The context for the operation.

opts

…​options.FindEmbeddingProvidersOption

Optional. A builder to generate options for this operation. See Methods of the FindEmbeddingProvidersOption builder for more details.

Methods of the FindEmbeddingProvidersOption builder
Method Summary

SetFilterModelStatus(v options.ModelLifecycleStatus)

Optional. Filters the available models by status.

Default: SUPPORTED

UpdateAPIOptions(v …​APIOption)

Optional. General API options for this operation, including the timeout.

Examples

The following examples demonstrate how to find embedding providers.

package main

import (
	"context"
	"fmt"
	"log"

	"github.com/datastax/astra-db-go/v2/astra"
	"github.com/datastax/astra-db-go/v2/astra/options"
)

func main() {
	ctx := context.Background()

	client := astra.NewClient(
		options.API().SetToken("APPLICATION_TOKEN"),
	)

	admin, err := client.Admin()

	dbAdmin := admin.DatabaseAdminFromEndpoint("API_ENDPOINT")

	result, err := dbAdmin.FindEmbeddingProviders(ctx)

	if err != nil {
		log.Fatal(err)
	}

	for name, provider := range result.EmbeddingProviders {
		fmt.Printf("Provider: %s (%s)\n", name, provider.DisplayName)
		for _, model := range provider.Models {
			fmt.Printf("  Model: %s\n", model.Name)
		}
	}
}

Client reference

For more information, see the client reference.

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