Amazon Neptune & GraphRAG in Action: Knowledge Graphs Meet AgTech

Baruch Assif (Senior Partner SA, Data & AI Specialist, AWS) · Daniel Aviram (CTO, GrowersTech) · Erez Drutin (Solutions Architect)

AWS Summit Tel Aviv 2026 · Databases on AWS · 33 min · 17 pages

Knowledge graphs are becoming a powerful foundation for combining connected data with generative AI. In this session, learn how organizations use Amazon Neptune to build knowledge graphs that connect complex datasets and uncover insights that traditional databases cannot easily reveal. Through a real-world agricultural intelligence implementation build by Agmatix, we’ll show how graph technology links diverse data sources to support sustainable farming and data-driven decision making. We’ll also introduce GraphRAG (Graph Retrieval-Augmented Generation) and demonstrate how graph-powered retrieval improves GenAI reasoning and analysis over highly connected data.

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