GraphRAG: Why Vector Search Fails at Scale (And How Knowledge Graphs Fix It)
中文摘要
GraphRAG利用LLM构建知识图谱，通过社区摘要和混合查询解决标准RAG在大规模向量搜索中的扩展性瓶颈。
English Summary
GraphRAG uses LLM-driven knowledge graphs and hybrid queries to solve standard RAG's scalability issues, improving global and local information retrieval.
原文节选
Exploring standard RAG bottlenecks, GraphRAG workflow, LLM-driven graph construction, community summaries and Global/Local hybrid query… Continue reading on Medium »