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Abstract: This study aims to optimize the existing retrieval-augmented generation model (RAG) by introducing a graph structure to improve the performance of the model in dealing with complex knowledge ...

Abstract: As urbanization accelerates, the rise in private car usage has become a double-edged sword, symbolizing economic growth while exacerbating urban air pollution due to increased carbon ...