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@@ -1,4 +1,4 @@ -# 🌟 **LinearRAG: Linear Graph Retrieval-Augmented Generation on Large-scale Corpora** +# **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. @@ -26,6 +26,11 @@ </p> --- +## 🎉 **News** +- [2025-10-26] We have released the code and [dataset](https://huggingface.co/datasets/Zly0523/linear-rag). +- [2025-10-11] We have released the paper on [Arxiv](https://arxiv.org/abs/2510.10114). + +--- ## 🛠️ **Usage** |