Jakob Pörschmann
I'm a technologist, ml enthusiast and indie hacker from Berlin. Currently I build generative ai stuff at Google.
Session
09-02
13:40
30min
A quarter decade of learnings from scaling RAG to millions of users
Jakob Pörschmann
Drawing on experience at Google designing 50+ RAG applications rolled out to millions of users, this talk presents a practical RAG design blueprint. We'll dissect key decision points for building robust knowledge bases (data types, chunking), selecting effective retrieval strategies beyond basic vector search (including Knowledge Graphs and Text2SQL based on query types), and generating meaningful responses tailored to user needs. Attendees will learn reusable patterns and trade-offs essential for building production-ready, scalable RAG systems.
Generative AI
B05-B06