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Amazon Bedrock Agents Runtime code examples for the SDK for Python

python/example_code/bedrock-agent-runtime/README.md

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Amazon Bedrock Agents Runtime code examples for the SDK for Python

Overview

Shows how to use the AWS SDK for Python (Boto3) to work with Amazon Bedrock Agents Runtime.

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Amazon Bedrock Agents Runtime offers you the ability to run autonomous agents in your application.

⚠ Important

  • Running this code might result in charges to your AWS account. For more details, see AWS Pricing and Free Tier.
  • Running the tests might result in charges to your AWS account.
  • We recommend that you grant your code least privilege. At most, grant only the minimum permissions required to perform the task. For more information, see Grant least privilege.
  • This code is not tested in every AWS Region. For more information, see AWS Regional Services.
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Code examples

Prerequisites

For prerequisites, see the README in the python folder.

Install the packages required by these examples by running the following in a virtual environment:

python -m pip install -r requirements.txt
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Basics

Code examples that show you how to perform the essential operations within a service.

Single actions

Code excerpts that show you how to call individual service functions.

Scenarios

Code examples that show you how to accomplish a specific task by calling multiple functions within the same service.

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Run the examples

Instructions

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Learn the basics

This example shows you how to use InvokeFlow to converse with an Amazon Bedrock flow that includes an agent node.

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Start the example by running the following at a command prompt:

python flows/flow-conversation.py
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Create and invoke a flow

This example shows you how to do the following:

  • Create an execution role for the flow.
  • Create the flow.
  • Deploy the fully configured flow.
  • Invoke the flow with user-provided prompts.
  • Delete all created resources.
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Start the example by running the following at a command prompt:

python ../bedrock-agent/flows/playlist_flow.py
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Tests

⚠ Running tests might result in charges to your AWS account.

To find instructions for running these tests, see the README in the python folder.

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Additional resources

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Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.

SPDX-License-Identifier: Apache-2.0