Has anyone experience with GraphRag over a RDF store? I am aware of this post https://medium.com/@ianormy/microsoft-graphrag-with-an-rdf-knowledge-graph-part-1-00a354afdb09 but haven't seen anything else. I am particularly interested in graphRAG implementations that can model the resulting KG in RDF, and in approaches that match the extracted entities and relations to an existing KG
A colleague of mine had an interesting approach recently, that combined document and graph RAG-gish ideas (over Wikipedia and Wikidata respectively) for search: https://arxiv.org/abs/2501.11301
Graphwise (formerly Ontotext and Semantic Web Company; also my employer) is doing a lot in that area. You could start at https://www.ontotext.com/knowledgehub/fundamentals/what-is-graph-rag/. Here's a short video that I made about something we built on top of this: https://www.youtube.com/watch?v=dCndx2QJRIQ
Fran莽ois S. Talk to Steve H.. Implementing this and presenting on it at teh Databricks summit.
Hi Fran莽ois S. - Here are two blogs/tutorials I've written about graph RAG using RDF:
The code for these tutorials and the graph RAG app itself is available on my GitHub here: https://github.com/SteveHedden/kg_llm I'm recording a webinar (hopefully today) which I can send to you too if you'd like. Let me know if you have any questions or would like to discuss more.
Thank you Steve. Feel free to oist the webinar here, I'm sure others will be interested
Here is the webinar if you're interested Fran莽ois S.: https://learn.topquadrant.com/wbn-graph-rag-app