aws-samples/sample-agentic-frameworks-on-aws ? reverse-engineered prompt

Build me a clean sample project that shows how to use popular agent frameworks on AWS, with a simple homepage or docs style landing page that explains the different examples and how to try them.

I want it to feel like a practical reference repo for agentic AI on AWS, with a few working demos for things like agent memory, multi agent orchestration, customer support, security auditing, and vision question answering. Keep the examples organized so each one is easy to open and understand, and make the setup steps clear for someone who is not deep into AWS.

Use current best practices and look up any recent docs online if you need to. Make the project polished, easy to navigate, and useful as a starting point for people who want to learn how these agent frameworks fit together with AWS services. Also include brief notes on what each example is for and what a user can expect to see when they run it.