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Querying Knowledge Graphs Using the GraphRAG Toolkit

·2026.05.26 09:52

Key point

This introduces how to efficiently query information from a knowledge graph built using the GraphRAG Toolkit.

Details

This covers the Query process for the constructed knowledge graph, as the final step in the GraphRAG Toolkit series.

In the previous series, we used the Neptune GraphRAG Toolkit to automatically build a graph containing vector embeddings from unstructured data, and looked at the process of indexing the knowledge graph step by step.

In this post, we present how to retrieve sophisticated information and perform question answering using the fully indexed knowledge graph.

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