[sieszpak]

I would like to know your opinion about grafRAG and the ontology. Knowledge Graphs (KG) are a game changer for companies with a lot of unstructured data in the context of applying them with LLM

[bbischof]

Bryan here, one of the authors.

Sure. Ultimately, you want to use KG to increase your ability to do great retrieval.

Why do graphs help with retrieval? Well, don’t overlook the classic pageant example: graphs provide signal about the interconnectivity of the docs.

Also, sometimes the graph itself are a kind of object you want to retrieve over.