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Explore advanced retrieval techniques beyond traditional embeddings in this 19-minute conference talk from the AI Engineer World's Fair. Discover how Codeium is pioneering next-generation retrieval methods that power AI-assisted software development for over 1 million developers through their IDE plugin offering autocomplete, chat, and search capabilities. Learn about the limitations of current benchmarks in evaluating retrieval systems and understand the technical challenges of serving custom models at scale. Gain insights into the future landscape of AI-powered development tools and how innovative retrieval approaches are transforming the developer experience. The presentation covers practical implementation details of Codeium's retrieval system and provides a forward-looking perspective on AI-assisted software development trends.
