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GraphRAG Architecture on AWS - Multi-Hop Retrieval with Amazon Bedrock Knowledge Bases and Neptune Analytics | hidekazu-konishi.com

hidekazu-konishi.com · published 29 June 2026

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https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-base-build-graphs.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-base-build-graphs-build.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-base-setup.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/userguide/kb-permissions.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/userguide/kb-test-neptune.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/APIReference/API_agent-runtime_Retrieve.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/APIReference/API_agent-runtime_RetrieveAndGenerate.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/APIReference/API_agent-runtime_KnowledgeBaseVectorSearchConfiguration.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/userguide/model-lifecycle.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/userguide/cross-region-inference.html
docs.aws.amazon.com
https://docs.aws.amazon.com/neptune-analytics/latest/userguide/what-is-neptune-analytics.html
docs.aws.amazon.com
https://aws.amazon.com/blogs/machine-learning/announcing-general-availability-of-amazon-bedrock-knowledge-bases-graphrag-with-amazon-neptune-analytics/
aws.amazon.com
https://aws.amazon.com/blogs/machine-learning/build-graphrag-applications-using-amazon-bedrock-knowledge-bases/
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