Há mais AWS SDK exemplos disponíveis no GitHub repositório AWS Doc SDK Examples.
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Exemplos de código para o Amazon Bedrock usando AWS SDKs
Os exemplos de código a seguir mostram como usar o Amazon Bedrock com um kit de desenvolvimento de AWS software (SDK).
Ações são trechos de código de programas maiores e devem ser executadas em contexto. Embora as ações mostrem como chamar funções de serviço específicas, é possível ver as ações contextualizadas em seus devidos cenários e exemplos entre serviços.
Cenários são exemplos de código que mostram como realizar uma tarefa específica chamando várias funções dentro do mesmo serviço.
Conceitos básicos
Os exemplos de código a seguir mostram por onde começar a usar o 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
-
- SDKpara 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
-
- SDKpara 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();
}
