My hot take is most graph based approaches are over engineered, hard to maintain, and expensive to use, without offering any meaningful accuracy improvement
Oh that's an interesting take! I don't have that much rag experience yet but have already noticed some problems of naive rags where I'm hoping graph rags can help. The paper is a rather light read if you are interested.