Join us for an insightful GDG workshop where we delve into the intricacies of designing scalable Retrieval-Augmented Generation (RAG) systems. Most RAG demos and examples usually operate on small datasets, but in this workshop, we'll explore what happens when you’re working with millions of documents. Learn how to effectively use metadata, implement pre-filtering techniques, and employ hybrid search methods combining BM25 with embeddings. We'll also cover multi-stage retrieval processes to reduce latency and increase relevance, aiming to build production-level architecture. Whether you’re new to these concepts or looking to refine your skills, this workshop is designed for you. Don’t miss this opportunity to enhance your understanding and capabilities in handling large-scale AI systems. Register now to secure your spot and take a step forward in your tech journey.