Content-type: text/html Downes.ca ~ Stephen's Web ~ Building a Graph RAG System: A Step-by-Step Approach

Stephen Downes

Knowledge, Learning, Community

Retrieval Augmented Generatrion (RAG) is the method of providing generative AI with text it can use as a knowledge base against which to form responses. Graph RAQ is the process of using a graph - which clearly connexts concepts together - rather than simple stand-alone text. This article gets pretty technical in a hurry, but the idea is clear, I think. Understanding requires connection and not just definition. Our concepts aren't stand-alone and universal; they form a mesh of context-sensitive meanings that depend as much on how they are used as on how they are formed.

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Stephen Downes Stephen Downes, Casselman, Canada
stephen@downes.ca

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Last Updated: Dec 02, 2024 6:43 p.m.

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