The community member is inquiring if anyone is aware of a llamaindex compatible version of LightRAG, a graph-based approach, or if someone is working on it. Another community member expresses skepticism about graph-based approaches, stating they are often over-engineered, hard to maintain, and expensive to use without meaningful accuracy improvements. However, a third community member finds the graph-based approach interesting and suggests the LightRAG paper is a "rather light read" for those interested.
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.
