Conference Speakers & Workshop Leaders

iSAQB Software Architecture Gathering 2025

  • Full-Day Workshop (6h)
  • Beginner
  • 27 Nov 2025
  • 09:00-17:00
  • Event space at the Leonardo Hotel / Room 2

Real-Life GenAI: (My) RAG System, From Prototype to Production Ready

by Lars Roewekamp

Please note: This workshop will take place in the Leonardo Royal Hotel Berlin Alexanderplatz. (10 minute walk from the H4 Hotel, our main venue)

Generative AI is currently on everyone’s lips. Thanks to suitable frameworks and libraries, a simple Hello World-level solution can be set up quickly. Unfortunately, these kind of solutions are far from meeting the requirements of real-world applications.

During this workshop, we will build our own GenAI solution step by step in the form of a RAG-based system (Retrieval Augmented Generation) for querying domain-specific expertise. In doing so, we will deliberately run into common pitfalls, subject our solution to a reality check, and use the insights gained to improve our system.

In the end the result is a GenAI-based RAG system that can be used in practice with confidence – as an integrated solution, aka “AI-as-a-Service,” for multiple languages in parallel with role-based access permissions to the underlying data.