Intro to RAG marimo · runs locally
What Retrieval-Augmented Generation actually is — built up from live semantic search to Contextual Retrieval on real documents, all local via Ollama, no API keys.
Anatomy of AI Agents Jupyter notebook
Building an AI agent from scratch — the moving parts (tools, memory, the loop), in a runnable Jupyter notebook.
Advanced Prompting Techniques talk recording · video
Practical techniques for getting real day-to-day leverage out of LLMs — from a talk at Autoscout24 in Munich.