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this post was submitted on 02 Aug 2023
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The other day I saw a talk made by one of the wiki media guys, that talked about integrating LLM with knowledge graphs. It was very cool, I'll try to find it again.
Edit: found it! https://youtu.be/WqYBx2gB6vA
That's a fantastic video. Thanks!
Good video.
In summary we should leverage the strengths of LLMs (language stuff, complex thinking) and leverage the strengths of knowledge graphs for facts.
I think the engineering hurdle will be in getting the LLMs to use knowledge graphs effectively when needed and not when pure language is a better option. His suggestion of “it’s complicated” could be a good signal for that.