Beyond the Vector Wall: The Case for Microsecond Graph-RAG

The author identifies 'Semantic Clobbering' as a limitation in pure vector search-based RAG, which corrupts retrieval logic. They propose Graph-RAG as a paradigm shift, utilizing knowledge graphs for structured information retrieval and enabling multi-hop reasoning.