Any advantage with knowledge graphs in RAG + LLM use cases?

[databreaks]

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?

[amr]

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]

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/