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This 25-minute conference talk from Data Council's AI Engineering series features Tengyu Ma, Co-Founder & CEO of Voyage AI, exploring the future of Retrieval-Augmented Generation (RAG) technology. Gain insights into how RAG systems are evolving beyond current limitations through advancements in embedding models and rerankers, creating more robust and scalable solutions. Discover practical perspectives for engineers working with RAG pipelines on transitioning from heuristic-heavy approaches to automated solutions that deliver higher-quality, more relevant results with reduced manual optimization. Learn about the projected state of RAG technology in 2025 and the development roadmap that will shape its implementation in AI systems.
