Build a Python App to Chat with Architecture Diagrams

Do you ever feel overwhelmed by complex architecture diagrams? In this video, Jenna demonstrates how to build an app that allows you to have a conversation with your architecture diagrams using the Amazon Bedrock Converse API and generative AI.
Join Jenna as she walks you through the process of creating a Python application that can analyze architecture diagrams, answer questions, provide recommendations, and even generate new diagrams.

Jenna shows you how to:
Load an architecture diagram into the app.
Ask questions about the diagram, such as listing the AWS services used, evaluating adherence to the AWS Well-Architected Framework, suggesting resiliency improvements, and recommending unit testing strategies.
Convert the data flow into a Mermaid-formatted sequence diagram.
Jenna explains the code behind the app, including how to initialize the Bedrock runtime client, send messages to the Converse API, and customize the app's system prompt for a specific use case.
By chatting with your architecture diagrams, you can gain deeper insights, plan for the future, communicate changes with your team, and even generate new or updated diagrams. This video is a must-watch for anyone who wants to leverage the power of generative AI to simplify complex architecture diagrams.

🛠️ GitHub repo: https://github.com/build-on-aws/conve...
🧰 Workshop: https://catalog.workshops.aws/generat...
🌐 Community.AWS Post: https://community.aws/content/2qM2qCm...

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00:00 Intro to the problem
01:10 What we'll build
04:30 How we built the app
11:19 Why this is important
12:12 What's next?

#architecture #amazonbedock #generativeai