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Can Kag realize character relationship reasoning? #110

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jerryHo123 opened this issue Dec 6, 2024 · 2 comments
Open

Can Kag realize character relationship reasoning? #110

jerryHo123 opened this issue Dec 6, 2024 · 2 comments

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@jerryHo123
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For example, in a report, character A and character B participate in an activity together. When extracting kag, it can establish a "possible_recognize" relationship between character A and character B. Is there a way to achieve such reasoning?

@caszkgui
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caszkgui commented Dec 6, 2024

For example, in a report, character A and character B participate in an activity together. When extracting kag, it can establish a "possible_recognize" relationship between character A and character B. Is there a way to achieve such reasoning?

Link prediction is a classic problem in the field of knowledge graph.
The goal of KAG-Builder is to build knowledge graph from docs, and then most of (gnn algorithm / pattern matching algorithm ) can be applied in KAG-Solver.

@jerryHo123
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For example, in a report, character A and character B participate in an activity together. When extracting kag, it can establish a "possible_recognize" relationship between character A and character B. Is there a way to achieve such reasoning?

Link prediction is a classic problem in the field of knowledge graph. The goal of KAG-Builder is to build knowledge graph from docs, and then most of (gnn algorithm / pattern matching algorithm ) can be applied in KAG-Solver.

I understand that the solver module is mainly for intelligent QA. Does it mean that the solver module extracts the character reasoning relationship by constructing prompts and then writes it into the graph?

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