11/09/2026
🔵 RAG can look simple on a whiteboard: ingest documents, create embeddings, retrieve context, ask a model. Building a reliable AI system around that flow is much harder. At Big Data Week Bucharest, Stefan Koehler, Founder & Architect at PrAIvate, will share a field report from engineering a privacy-first open-source RAG platform and the practical conditions that made rapid iteration possible.
His session goes beyond the basic pipeline to focus on the engineering realities underneath it: reproducible infrastructure, build pipelines, testing and evaluation frameworks, observability, explicit agent configuration, and the repeated architectural reassessment needed to keep complex AI systems robust and adaptable.
More details on https://bucharest.bigdataweek.com/session/ragtime-lessons-from-engineering-an-ai-system/