OSU-NLP-Group / HippoRAG

[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
https://arxiv.org/abs/2405.14831
MIT License
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run_pagerank_igraph_chunk cost too much time #50

Closed Christoph-XJ closed 3 months ago

Christoph-XJ commented 3 months ago

In general, how long does the run_pagerank_igraph_chunk function take to execute? I found that when I tried to use hippoRAG on my own data set, the execution time of run_pagerank_igraph_chunk was so long that I couldn't run the results (3500 nodes in total). Have you encountered a similar situation? Looking forward to your reply