Technical Talks

Tengyu Ma
Tengyu Ma
Co-Founder & CEO | Voyage AI

RAG In 2025: State Of The Art And The Road Forward

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ABOUT THE TALK
  • AI Engineering

Enterprise RAG Systems: Building Robust LLM Knowledge Integration | Master advanced techniques in Retrieval-Augmented Generation (RAG) for enterprise-scale language models. Learn strategies to overcome common RAG pipeline challenges including brittle parsers, suboptimal chunking, and manual query tuning. Deep dive into cutting-edge embedding models and reranking systems that enable automated, scalable knowledge retrieval. Discover practical approaches to building production-ready RAG systems that deliver consistent, high-quality results while minimizing maintenance overhead and manual optimization.

Tengyu Ma

Co-Founder & CEO

Tengyu Ma

Voyage AI

Tengyu Ma is the Co-Founder & CEO of Voyage AI and also an assistant professor of Computer Science at Stanford University. He received his Ph.D. from Princeton University and B.E. from Tsinghua University. His research interests include topics in machine learning, algorithms and their theory, such as deep learning, (deep) reinforcement learning, pre-training / foundation models, robustness, non-convex optimization, distributed optimization, and high-dimensional statistics.. He is a recipient of ACM Doctoral Dissertation Award Honorable Mention,  the Sloan Fellowship, and the NSF CAREER Award.