topic Any advantage with knowledge graphs in RAG + LLM use cases? in Generative AI https://community.databricks.com/t5/generative-ai/any-advantage-with-knowledge-graphs-in-rag-llm-use-cases/m-p/73656#M178 <P>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?</P> Wed, 12 Jun 2024 23:28:09 GMT databreaks 2024-06-12T23:28:09Z Any advantage with knowledge graphs in RAG + LLM use cases? https://community.databricks.com/t5/generative-ai/any-advantage-with-knowledge-graphs-in-rag-llm-use-cases/m-p/73656#M178 <P>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?</P> Wed, 12 Jun 2024 23:28:09 GMT https://community.databricks.com/t5/generative-ai/any-advantage-with-knowledge-graphs-in-rag-llm-use-cases/m-p/73656#M178 databreaks 2024-06-12T23:28:09Z Re: Any advantage with knowledge graphs in RAG + LLM use cases? https://community.databricks.com/t5/generative-ai/any-advantage-with-knowledge-graphs-in-rag-llm-use-cases/m-p/76812#M227 <P>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</P> Thu, 04 Jul 2024 18:40:01 GMT https://community.databricks.com/t5/generative-ai/any-advantage-with-knowledge-graphs-in-rag-llm-use-cases/m-p/76812#M227 amr 2024-07-04T18:40:01Z Re: Any advantage with knowledge graphs in RAG + LLM use cases? https://community.databricks.com/t5/generative-ai/any-advantage-with-knowledge-graphs-in-rag-llm-use-cases/m-p/76913#M229 <P>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.</P><P><A href="https://microsoft.github.io/graphrag/" target="_blank">https://microsoft.github.io/graphrag/</A></P> Fri, 05 Jul 2024 14:34:25 GMT https://community.databricks.com/t5/generative-ai/any-advantage-with-knowledge-graphs-in-rag-llm-use-cases/m-p/76913#M229 oquintana 2024-07-05T14:34:25Z