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KAG – Knowledge Graph RAG Framework

(github.com)
230 points taikon | 1 comments | 30 Dec 24 02:55 UTC | HN request time: 0.001s | source
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isoprophlex ◴[30 Dec 24 06:49 UTC] No.42547133[source]▶
Fancy, I think, but again no word on the actual work of turning a few bazillion csv files and pdf's into a knowledge graph.

I see a lot of these KG tools pop up, but they never solve the first problem I have, which is actually constructing the KG itself.

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1. dmezzetti ◴[30 Dec 24 17:58 UTC] No.42551738[source]▶
txtai automatically builds graphs using vector similarly as data is loaded. Another option is to use something like GLiNER and create entities on the fly. And then create relationships between those entities and/or documents. Or you can do both.

https://neuml.hashnode.dev/advanced-rag-with-graph-path-trav...