Save the Date for the next SAG: November 24–27, 2025 in Berlin

Conference program

iSAQB Software Architecture Gathering 2024

Register now

  • Full-Day Workshop (6h)
  • Beginner
  • Sold Out!
  • 14 Nov 2024
  • 09:00-17:00
  • Room Harald Juhnke

From Zero to Production: Build Your Own GenAI Solution.

by Lars Roewekamp, Tim Wüllner

Thanks to powerful frameworks and libraries, the first Generative AI applications can be realized at Hello World level with just a few lines of code. However, these first attempts also reach their limits just as quickly. Why? Because reality presents challenges that cannot be solved easily with this trivial approach. But what is needed for a Generative AI application at enterprise level? A well designed Generative AI architecture!

During this full day hands-on workshop, we will build a complex Generative AI application step by step. Starting with a minimalist RAG system, we will look at various challenges and discuss suitable solutions. In the end, we will have an architecture that can withstand the challenges of reality.

Info:
During the workshop, we will deepen what we have
learned through a series of practical exercises. For this we will use q Google
Cloud service called Colab.
If you would like to try out the practical
exercises yourself – highly recommended – all you need is a Google account. If
you don’t have a corresponding account but want to participate, just go to
Google Accounts (https://accounts.google.com/)
and create one for free.