HybridRAG: A Fusion of Graph and Vector Retrieval - Mitesh Patel, NVIDIA
This talk introduces HybridRAG, a system that combines graph and vector retrieval for enhanced information retrieval. It highlights the advantages of knowledge graphs in capturing detailed relationships between entities, offering a more comprehensive view than purely semantic approaches. The system is broken down into data processing, graph and vector database creation, and inferencing, with a focus on optimizing retrieval strategies and evaluating performance.
World's Fair 2025 20 min