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Build and explore Knowledge Graphs faster with Amazon Neptune using Graph.Build and G.V() – Part 1

Database Blog



This article demonstrates building knowledge graphs with Amazon Neptune using Graph.Build and G.V() tools from AWS Marketplace, requiring no coding.

  • Graph.Build enables visual schema design and ETL transformation of diverse data sources
  • Supports Labeled Property Graph (LPG) and Resource Description Framework (RDF) models
  • Transforms JSON files, CSV, XML, and SQL databases into graph-ready formats
  • Automatically maps data to defined ontologies without manual transformation logic
  • Graph.Build Writer automates loading transformed models directly into Neptune
  • Example demonstrates financial crime detection schema with Person and Card entities
  • Part 2 will cover exploration and discovery using G.V() tool
  • 14-day free trial available; services cost $0.41-$2.56 per hour after trial

Graph.Build streamlines knowledge graph creation by eliminating coding requirements for schema design, data mapping, and Neptune ingestion, enabling faster iteration and deployment.



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