Developing a Generic Streamlit UI to Test Amazon Bedrock Agents

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  • amazon-bedrock-agent-test-ui

    A generic Streamlit UI for testing generative AI agents built using Agents for Amazon Bedrock

    You can find the source code for the test UI in the acwwat/amazon-bedrock-agent-test-ui GitHub repository. The repository structure follows a standard structure as recommended by Mark Douthwaite for Streamlit projects. For a detailed explanation of the structure, refer to the getting started documentation. The only tweak I made is that I put the backend integration code into bedrock_agent_runtime.py in a services directory.

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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  • streamlit-project

    This repository provides a simple deployment-ready project layout for a Streamlit app. Simply swap out the code in `app.py` for your own and hit deploy!

    You can find the source code for the test UI in the acwwat/amazon-bedrock-agent-test-ui GitHub repository. The repository structure follows a standard structure as recommended by Mark Douthwaite for Streamlit projects. For a detailed explanation of the structure, refer to the getting started documentation. The only tweak I made is that I put the backend integration code into bedrock_agent_runtime.py in a services directory.

  • streamlit

    Streamlit — A faster way to build and share data apps.

    I decided to use Streamlit to build the UI as it is a popular and fitting choice. Streamlit is an open-source Python library used for building interactive web applications specially for AI and data applications. Since the application code is written only in Python, it is easy to learn and build with.

  • Visual Studio Code

    Visual Studio Code

    Meanwhile, a developer workflow that does not require access to AWS Management Console may provide a better experience. As a developer, I appreciate having an integrated development environment (IDE) such as Visual Studio Code where I can code, deploy, and test in one place.

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