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@@ -1,6 +1,6 @@ # **LinearRAG: Linear Graph Retrieval-Augmented Generation on Large-scale Corpora** -> A lightweight GraphRAG framework that eliminates LLM token cost during graph construction – making GraphRAG faster and more efficient than ever. +> A relation-free graph construction method for efficient GraphRAG. It eliminates LLM token costs during graph construction, making GraphRAG faster and more efficient than ever. <p align="center"> <a href="https://arxiv.org/abs/2510.10114" target="_blank"> |
