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Use with retrieval augmented generation? #4

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shobrook opened this issue Sep 16, 2023 · 2 comments
Open

Use with retrieval augmented generation? #4

shobrook opened this issue Sep 16, 2023 · 2 comments

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@shobrook
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shobrook commented Sep 16, 2023

First of all, thank you for making this code public and for coming up with such a clever extension of tree-of-thoughts. I'm building a Q&A system over a set of documents, and I'm wondering if there are any examples out there of using graph-of-thoughts in a RAG (retrieval augmented generation) pipeline?

@nblach
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nblach commented Sep 18, 2023

I am not aware of any such examples at this point in time, but I am sure that there are others who are experimenting with similar designs.
I will leave this issue open for now, so others, who might have worked on something similar, can point you to their work (if you haven't done it in the meantime :))

@jcuanan
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jcuanan commented Sep 14, 2024

@shobrook This recent paper explores the novelty of combining Graph of Thoughts with Retrieval Augmented Generation: https://academic.oup.com/bioinformatics/article/40/6/btae353/7687047

If you've also worked on a similar technique since posting your comment, I'd love to see it!

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