[Question]: Implementation SimGRAG

[myvaheed]

Describe your problem

Hello! There is a cool approach in RAG called SimGRAG, there is their repo. This is general (not task-specific) method that does not require training and works relatively fast. Only a prompt required for generating pattern-graph, but it can be embedded as editable.

I know Knowledge Graph is implemented in RAGflow, and I wonder if KG is usable for this method out of the box? Maybe it is implementable via agents? Or would you get it as a separate feature like you did with Contextual Retrieval #2687

[myvaheed]

Sorry for disturbing. So, you changed the label to Feature. Does it mean that SimGRAG is on the roadmap?

[BadwomanCraZY]

@myvaheed Apologies for the late reply, and thank you so much for your insightful suggestion! 🙏

SimGRAG is indeed a powerful technique. We’ll take some time to study this approach and include it in our upcoming feature evaluation. If confirmed to be a cool feature, we’ll prioritize its development and keep you updated! 🚀

Thanks again for your continued support of RAGFlow. Your feedback is invaluable, and we look forward to hearing more great ideas from you! 💡

[myvaheed]

@BadwomanCraZY very happy to hear that! Thank you!