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amanvir_ | 2 years ago

I've had this experience with RAG systems as well, but I've been wondering if structuring unstructured text (like a novel) in the form of a knowledge graph may solve this problem.

Perhaps coupling a vector embedding search with a knowledge graph created from unstructured text could lead to more informed answers from LLMs?

It seems as though some companies and researchers are already experimenting with this idea: https://www.nebula-graph.io/posts/graph-RAG.

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