what if i want change the indexing model

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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what if i want change the indexing model #24

Closed Lbaiall closed 3 months ago

Lbaiall commented 5 months ago

what if i want change my indexing model by HF（with same config file format） and i see the source of code from src/.... file with colbertv2 names file,and dose anything else i need to change in my code ，like colbertv2_indexing.py，colbertv2_knn.py，create_graph.py ，and what support i should change in the code （i git url (https://huggingface.co/castorini/mdpr-tied-pft-msmarco-ft-miracl-zh/tree/main) ）and it have some the other support language if you want see .......

yhshu commented 5 months ago

I think you can find relevant information in README.md about using HF models to index: https://github.com/OSU-NLP-Group/HippoRAG?tab=readme-ov-file#indexing-with-huggingface-retrieval-encoder-for-synonymy-edges-ie-contriever