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ACM Transactions on Information Systems· 2025Q1· Review

Graph Retrieval-Augmented Generation: A Survey

Boci Peng, Yun Zhu, Yongchao Liu, Xiaohe Bo et al.

Short summary

This survey provides the first comprehensive overview of Graph Retrieval-Augmented Generation (GraphRAG), a method that leverages relational knowledge from databases to improve Large Language Model (LLM) responses.

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Field: Artificial Intelligence

Artificial IntelligenceComputer Science