Johannes Langer

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"Retrieval Augmented Generation (RAG) in Practice" -- Building Production-Ready Conversational AgentsCreating a simple chatbot demo on your laptop with Retrieval Augmented Generation (RAG) can be done with just a few lines of code. But how do you take a demo into large-scale production? How do you evaluate performance? Scale the architecture? Minimize hallucinations? Avoid toxic responses?
This talk guides you through building robust, production-ready conversational agents. We’ll start with RAG basics then dive into practical techniques for evaluating and optimizing each component from retrieval to generation and UX. You’ll leave armed with strategies and blueprints on how to approach and build your next production-ready chatbot.

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