GitHub - OpenSPG/KAG: KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model. 
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效果如上图所示，效果很好，但是速度很慢，对于知识库变更不是很频繁的场景可以尝试使用