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Generative AI
Explore discussions on generative artificial intelligence techniques and applications within the Databricks Community. Share ideas, challenges, and breakthroughs in this cutting-edge field.
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Any advantage with knowledge graphs in RAG + LLM use cases?

databreaks
New Contributor

In Gartner conference I heard about knowledge graph would be useful in giving better context to LLM models... haven't seen anyone actually talking about that angle. Any LLM guru's chime in with your views please?

2 REPLIES 2

amr
Valued Contributor
Valued Contributor

Knowldge graph are extermly hard to build, I have not seen anyone build knowledge graphs effectively apart form Google (when you search for something, anything that shows on the right side is the knowledge graph), of course if you have such a wealth of knowledge LLM will find it helpful, but it is hard to build, and orgs now bet on that the LLM advancement will defey the need for having purpose built KG

oquintana
New Contributor II

Microsoft released a repo for Graph Rag, with a subrepo for aceleration using Azure infraestructure. Perhaps, Databricks working on Azure cloud may take advantage of the aceleration subrepo.

https://microsoft.github.io/graphrag/

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