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Show HN: A Simple GraphRAG Implementation

30 points by gusye 2y ago

I made a simple GraphRAG call nano-graphrag. The reason is I try to hack the official implementation released by Microsoft but that version is very hard to read/hack. This algorithm should not be implemented that annoying, I think. So I made a simpler one. It's about 800-900 lines of Python, and it's portable.

vintagedave 2y ago
This is really neat. It seems clear and usable… I may try it out in one of my projects and I hope you see lots of interest / success with it.
383toast 2y ago
I love that you had an "issues" section https://github.com/gusye1234/nano-graphrag?tab=readme-ov-file#issues https://github.com/gusye1234/nano-graphrag?tab=readme-ov-fil... but how does that affect the performance, theoretically?
- 383toast 2y ago
  performance vs GraphRAG in terms of accuracy, etc.
  - gusye 2y ago
    Yeah, that's something I definitely love to add in next few days. I plan to use one of the Test Dataset from GraphRAG paper.
gkorland 2y ago
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