GraphRAG Support

[chinu333]

Context / Scenario

Customers are looking for GraphRAG use cases and building a POC on the same. I am already using KM for classical RAG and interested to know if KM supports Graph DB integration.

Question

Does Kernel Memory support any Graph DB integration? if yes, what are supported Graph DBs? Please provide the code sample if any.

[dluc]

hi @chinu333 currently there's no graph support in KM. We had several conversations and tests done internally, but there's no ETA at this point for introducing this feature

[chinu333]

Thanks @dluc for the update.

[pashkovdenis]

It would be great to have such feature. cuz graphRAG are mainstream now

[refex]

I also think it would be a nice addition. In my company we are looking for an engineered library to build RAG solutions for our customers and one think that is palpable is the need to stay on top in terms of RAG result quality.

[KSemenenko]

I like this idea, I woul like to spend time on it, so do we want to use origiaal GrapRAG from MS or we need or implementaion?

[MovGP0]

For now, you need to implement your custom implementation. Here is an example that uses Neo4J

https://jasonhaley.com/2024/08/06/study-notes-graph-rag1-code-sample-notebook/

[xuzeyu91]

Maybe try this project: https://github.com/AIDotNet/GraphRag.Net