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How to Make API Calls Using Python and the AWS Boto3 Library

In this lab, you'll learn how to develop a simple Python application that interacts with foundation models using the Amazon Bedrock API and the AWS Boto3 SDK. You'll use a Jupyter Notebook to install the needed packages, to run the Python code, and use Boto3 to communicate with Amazon Bedrock.

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Labs

Path Info

Level
Clock icon Beginner
Duration
Clock icon 30m
Last updated
Clock icon Sep 01, 2025

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Table of Contents

  1. Challenge

    Understand Jupyter Notebooks and how they can be used

    • Explore the provided Jupyter Notebook.
  2. Challenge

    Develop a Python Application utilizing Bedrock

    • Install the required dependencies to interact with Amazon Bedrock.
    • Use the Amazon Bedrock API to initialize the Bedrock client and verify connectivity.
    • Invoke the Bedrock API and display the results.

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What's a lab?

Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.

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We will provide the credentials and environment necessary for you to practice right within your browser.

Guided walkthrough

Follow along with the author’s guided walkthrough and build something new in your provided environment!

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