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Updated 6 months ago

GitHub - OSU-NLP-Group/HippoRAG: HippoRA...

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The post is a request for help in implementing the HippoRAG paper in Llama-Index. The comments suggest that the HippoRAG method is essentially a retrieval system using Personalized PageRank, and that it may not be as novel as the original post suggests. Some community members express interest in reproducing the paper, but others indicate that they found the implementation too complicated and did not have the time to pursue it further. There is no explicitly marked answer in the comments.

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Is there any help for implementing RAG papers in Llama-Index? I want to reproduce the HippoRAG paper.
https://github.com/OSU-NLP-Group/HippoRAG
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11 comments
happy to help answer any questions. I think someone internally is also working on reproducing this paper
Sure I'll ask any questions I have. Thank you!!
Hey @Logan M . This HippoRAG is just a KG right? With addition of nodes with each query and nodes ranked via tha PPR algorithm?
Hi, @Logan M thanks for all the works you've done!, I was wondering, what's the status of this? I recently found this repo and wanted to implement it.
tbh, @kush2861 was right, its really just retrieval with Personalized page rank

I got bogged down with implementing that myself and never got back to it haha
I was surprised by how... unoriginal the method is I guess haha
feels like you could do the same with a normal vector index, and be more effcient
more like a mix of entities + chunk scoring and ppr retrieval right?
Yea pretty much
mind you please share your implementation? the part you did
I never ended up doing, too complicated and not enough time to try it
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