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Workshop

Gen-AI on Localhost: Prompt, MCP, Fine-Tune and RAG&Roll

with Daniel Ostrovsky

Friday 10 July 09:45 – 11:45 Room M5 (18 Seats)

About This Session

Generative AI on your local machine?! In this hands-on workshop, we’ll guide you through the entire journey of setting up and optimizing Gen-AI models. You’ll start with prompt engineering, mastering prompts that deliver relevant results. Then, move on to fine-tuning techniques to tailor models for your specific needs. Discover Retrieval Augmented Generation (RAG), where document retrieval meets AI for smarter, context-aware answers. Get ready to RAG&Roll with Gen-AI on localhost! And of course, how could it be without it — we will create our own MCP server and use it right away!

Topics

  • AI Models
  • AI Standards
  • Large Language Models (LLMs)
  • LLMOps