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Esempi di codice per Amazon Bedrock con AWS SDK
I seguenti esempi di codice mostrano come usare Amazon Bedrock con un kit di sviluppo AWS software (SDK).
Le operazioni sono estratti di codice da programmi più grandi e devono essere eseguite nel contesto. Sebbene le operazioni mostrino come richiamare le singole funzioni del servizio, è possibile visualizzarle contestualizzate negli scenari correlati e negli esempi tra servizi.
Scenari: esempi di codice che mostrano come eseguire un'attività specifica richiamando più funzioni all'interno dello stesso servizio.
Per un elenco completo di guide ed esempi di codice per sviluppatori AWS SDK, consulta. Utilizzo di questo servizio con un AWS SDK Questo argomento include anche informazioni su come iniziare e dettagli sulle versioni precedenti dell'SDK.
Nozioni di base
I seguenti esempi di codice mostrano come iniziare a usare Amazon Bedrock.
- .NET
-
- AWS SDK for .NET
-
using Amazon;
using Amazon.Bedrock;
using Amazon.Bedrock.Model;
namespace ListFoundationModelsExample
{
/// <summary>
/// This example shows how to list foundation models.
/// </summary>
internal class HelloBedrock
{
/// <summary>
/// Main method to call the ListFoundationModelsAsync method.
/// </summary>
/// <param name="args"> The command line arguments. </param>
static async Task Main(string[] args)
{
// Specify a region endpoint where Amazon Bedrock is available. For a list of supported region see https://docs.aws.amazon.com/bedrock/latest/userguide/what-is-bedrock.html#bedrock-regions
AmazonBedrockClient bedrockClient = new(RegionEndpoint.USWest2);
await ListFoundationModelsAsync(bedrockClient);
}
/// <summary>
/// List foundation models.
/// </summary>
/// <param name="bedrockClient"> The Amazon Bedrock client. </param>
private static async Task ListFoundationModelsAsync(AmazonBedrockClient bedrockClient)
{
Console.WriteLine("List foundation models with no filter");
try
{
ListFoundationModelsResponse response = await bedrockClient.ListFoundationModelsAsync(new ListFoundationModelsRequest()
{
});
if (response?.HttpStatusCode == System.Net.HttpStatusCode.OK)
{
foreach (var fm in response.ModelSummaries)
{
WriteToConsole(fm);
}
}
else
{
Console.WriteLine("Something wrong happened");
}
}
catch (AmazonBedrockException e)
{
Console.WriteLine(e.Message);
}
}
/// <summary>
/// Write the foundation model summary to console.
/// </summary>
/// <param name="foundationModel"> The foundation model summary to write to console. </param>
private static void WriteToConsole(FoundationModelSummary foundationModel)
{
Console.WriteLine($"{foundationModel.ModelId}, Customization: {String.Join(", ", foundationModel.CustomizationsSupported)}, Stream: {foundationModel.ResponseStreamingSupported}, Input: {String.Join(", ", foundationModel.InputModalities)}, Output: {String.Join(", ", foundationModel.OutputModalities)}");
}
}
}
- Go
-
- SDK per Go V2
-
package main
import (
"context"
"fmt"
"github.com/aws/aws-sdk-go-v2/config"
"github.com/aws/aws-sdk-go-v2/service/bedrock"
)
const region = "us-east-1"
// main uses the AWS SDK for Go (v2) to create an Amazon Bedrock client and
// list the available foundation models in your account and the chosen region.
// This example uses the default settings specified in your shared credentials
// and config files.
func main() {
sdkConfig, err := config.LoadDefaultConfig(context.TODO(), config.WithRegion(region))
if err != nil {
fmt.Println("Couldn't load default configuration. Have you set up your AWS account?")
fmt.Println(err)
return
}
bedrockClient := bedrock.NewFromConfig(sdkConfig)
result, err := bedrockClient.ListFoundationModels(context.TODO(), &bedrock.ListFoundationModelsInput{})
if err != nil {
fmt.Printf("Couldn't list foundation models. Here's why: %v\n", err)
return
}
if len(result.ModelSummaries) == 0 {
fmt.Println("There are no foundation models.")}
for _, modelSummary := range result.ModelSummaries {
fmt.Println(*modelSummary.ModelId)
}
}
- JavaScript
-
- SDK per JavaScript (v3)
-
// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
import { fileURLToPath } from "url";
import {
BedrockClient,
ListFoundationModelsCommand,
} from "@aws-sdk/client-bedrock";
const REGION = "us-east-1";
const client = new BedrockClient({ region: REGION });
export const main = async () => {
const command = new ListFoundationModelsCommand({});
const response = await client.send(command);
const models = response.modelSummaries;
console.log("Listing the available Bedrock foundation models:");
for (let model of models) {
console.log("=".repeat(42));
console.log(` Model: ${model.modelId}`);
console.log("-".repeat(42));
console.log(` Name: ${model.modelName}`);
console.log(` Provider: ${model.providerName}`);
console.log(` Model ARN: ${model.modelArn}`);
console.log(` Input modalities: ${model.inputModalities}`);
console.log(` Output modalities: ${model.outputModalities}`);
console.log(` Supported customizations: ${model.customizationsSupported}`);
console.log(` Supported inference types: ${model.inferenceTypesSupported}`);
console.log(` Lifecycle status: ${model.modelLifecycle.status}`);
console.log("=".repeat(42) + "\n");
}
const active = models.filter(
(m) => m.modelLifecycle.status === "ACTIVE",
).length;
const legacy = models.filter(
(m) => m.modelLifecycle.status === "LEGACY",
).length;
console.log(
`There are ${active} active and ${legacy} legacy foundation models in ${REGION}.`,
);
return response;
};
// Invoke main function if this file was run directly.
if (process.argv[1] === fileURLToPath(import.meta.url)) {
await main();
}
