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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
Published
Clock icon Apr 01, 2025

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Table of Contents

  1. Challenge

    Understand Jupyter Notebooks and how they can be used

    1. Explore the provided Jupyter Notebook
  2. Challenge

    Develop a Python Application utilizing Bedrock

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

The Cloud Content team comprises subject matter experts hyper focused on services offered by the leading cloud vendors (AWS, GCP, and Azure), as well as cloud-related technologies such as Linux and DevOps. The team is thrilled to share their knowledge to help you build modern tech solutions from the ground up, secure and optimize your environments, and so much more!

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.

Provided environment for hands-on practice

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!

Did you know?

On average, you retain 75% more of your learning if you get time for practice.