Students material for the open knowledge full day hands-on workshop on GenAI, RAG and Agents.
Generative AI and Large Language Models (LLMs) open up new possibilities for innovative applications – yet the journey from the initial idea to a production-ready system is demanding. In this full-day workshop, we will collaboratively develop, using a continuous practical example, a modular AI service that meets key requirements for modern LLM applications.
The focus is not only on technical know-how but also on a systematic understanding of the entire implementation chain: we start with advanced prompting, model comprehension, and structured control through Function Calling and agents. Building on this, we gradually expand the service – for example, with agent-based retrieval-augmented generation (“Agentic RAG”) – and integrate robust methods for quality assurance, evaluation, and monitoring.