Build and deploy a UI for your generative AI applications with AWS and Python

This article provides a guide on building and deploying a user-friendly UI for interacting with generative AI models using AWS and Python.

Specifically, the article covers:

• Overview of the solution architecture using AWS services like Amazon ECS, Amazon Cognito, AWS CDK, and Amazon Bedrock
• Prerequisites and setting up the development environment
• Cloning the GitHub repository with the sample application
• Creating a Python virtual environment and installing AWS CDK
• Configuring the Streamlit application
• Deploying the AWS CDK template to create necessary AWS resources
• Creating an Amazon Cognito user for authentication
• Accessing and using the deployed Streamlit application
• Customizing the Streamlit application by modifying the Python code
• Testing changes locally before deploying to AWS
• Cleaning up the deployed resources