Implementing Graph RAG for high level thematic Q&A's

huggingface / huggingface-llama-recipes

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Implementing Graph RAG for high level thematic Q&A's #49

Closed varun-singhh closed 1 month ago

varun-singhh commented 1 month ago

This issue is from #43

Proposing the implementation of a Graph RAG that can:

Efficiently Scale with the generality of the questions and the size of the text corpus being indexed
Addressing QFS tasks by combining graph-based document representation methods with RAG's retrieval capabilities, such as improved handling of large-scale datasets with general user queries.

ariG23498 commented 1 month ago

Hey @varun-singhh

Thank you for the great proposal, I'm afraid, this falls a bit outside the purview of this repo as our aim is to create minimal, reproducible snippets that developers can use in their existing workflows instead of end to end cookbook style notebooks.

Closing this issue, please feel free to create a new issue with another proposal 🤗