SemGraphRAG: Hybrid RAG with Semantic Knowledge Graph Integration
This paper introduces SemGraphRAG, a hybrid retrieval-augmented generation (RAG) solution that integrates Semantic Knowledge Graphs (KGs) with large language models (LLMs). SemGraphRAG offers a generic and extensible mechanism for incorporating structured semantic relationships into RAG pipelines, enabling interoperabi...