HippoRAG improves RAG systems through graph-based knowledge management and Personalized PageRank to answer questions that require connecting information from multiple sources.
HippoRAG uses knowledge graphs and Personalized PageRank instead of iterative queries to support LLMs on questions that must connect information from multiple documents.
