RAGFlow benchmark on one GPU: RAPTOR beat the knowledge graph four to one, and neither is a retrieval mode
A measured RAGFlow benchmark on 33 SEC filings with a local 27B model: 67.5% document recall, 13 of 40 answers right with…
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GraphRAG benchmark on one GPU: 268 communities, 12 hours, one answer in five
A measured GraphRAG benchmark on a local 27B model: the community graph retrieved the evidence for 100% of 40 cross-document questions and…
LightRAG benchmark on local hardware: 33 SEC filings, one knowledge graph
A measured LightRAG benchmark on a local 27B model: the graph reached the evidence for 100% of 40 cross-document questions, yet answered…