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add GraphRAG #211

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WR-CREATOR opened this issue Jan 2, 2025 · 2 comments
Open

add GraphRAG #211

WR-CREATOR opened this issue Jan 2, 2025 · 2 comments
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@WR-CREATOR
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Simple RAG is not effective enough, it is recommended to add GraphRAG

@shhlife
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shhlife commented Jan 3, 2025

Thanks for your note - could you be more specific about how you'd like GraphRAG implemented? is there a specific graph database you're thinking of?

@shhlife shhlife added the question Further information is requested label Jan 3, 2025
@WR-CREATOR
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Thanks for your note - could you be more specific about how you'd like GraphRAG implemented? is there a specific graph database you're thinking of?

Thank you for your reply. I am currently working on a task related to knowledge extraction. RAG strongly relies on the keyword information in the query and is powerless for summary queries. Also, the query is limited by the chunk segmentation, which sometimes misses a lot of key information. Now the graph capability seems to be able to solve this problem and provide more accurate relationships and entities. I am currently considering how to implement it.

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