Agent: Claude Code, CursorLLM: Claude, GPT-4#RAG#LLM#Knowledge Graphs#Memory Systems#Long-term Learning
HippoRAG is a neurobiologically-inspired RAG framework that enables LLMs to continuously integrate knowledge across external documents using knowledge graphs and personalized PageRank. It improves multi-hop retrieval and sense-making without sacrificing performance on simpler tasks, while remaining cost and latency efficient compared to alternatives like GraphRAG and RAPTOR.