Home icon

Build a generative AI image description application with Anthropic’s Claude 3.5 Sonnet on Amazon Bedrock and AWS CDK

Machine Learning Blog

This article discusses how to build and deploy a generative AI image description application using Anthropic's Claude 3.5 Sonnet on Amazon Bedrock and AWS CDK. It provides an overview of multimodal AI models like Anthropic's Claude, and explains how to leverage the Generative AI CDK Constructs to streamline application development.

Specifically, the article covers:

  • Multimodal models like Anthropic's Claude 3 and its capabilities for image analysis and description
  • The Generative AI CDK Constructs library and how it enables rapid development of generative AI applications on AWS
  • The architecture of the sample image description application using AWS services like Lambda, Step Functions, AppSync, and S3
  • Step-by-step instructions to build and deploy the application on AWS using CDK
  • Testing and using the deployed application via a Streamlit UI to upload images and generate descriptions
  • Conclusion highlighting the benefits of using Amazon Bedrock and Generative AI CDK Constructs for building generative AI solutions
Go to article

The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.

Related articles

Aug 23
2024
Knowledge Bases for Amazon Bedrock supports Anthropic’s Claude 3.5 Sonnet
Oct 22
2024
Anthropic’s upgraded Claude 3.5 Sonnet model and computer use now in Amazon Bedrock
Nov 18
2024
Generate and evaluate images in Amazon Bedrock with Amazon Titan Image Generator G1 v2 and Anthropic Claude 3.5 Sonnet
Jun 20
2024
Anthropic's Claude 3.5 Sonnet model now available in Amazon Bedrock

The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.