---
title: "Presentation: Graph RAG: Building Smarter Retrieval Workflows with Knowledge Graphs — Stuff That Spins"
description: "Cassie Shum discusses the architectural evolution of GraphRAG and why data foundations are critical for advanced AI workflows. She explains how traditional vector RAG falls short when addressing global context, multi-hop reasoning, and provenance. She shares enterprise strategies for building seman…"
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keywords: ["SpinGraph", "spin analysis", "GEO"]
date: "2026-07-01T14:01:00+00:00"
modified: "2026-07-02T16:51:20.469748+00:00"
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# Presentation: Graph RAG: Building Smarter Retrieval Workflows with Knowledge Graphs

**Source:** Unknown  
**Published:** July 1, 2026  
**Original:** https://www.infoq.com/presentations/graph-rag-llm/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=AI%2C+ML+%26+Data+Engineering  

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*HTML version: https://stuffthatspins.com/spin/presentation-graph-rag-building-smarter-retrieval-workflows-with-knowledge-graphs*