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Stop Drowning in Vectors: How I Built a Graph-Powered RAG That Actually Scales

The Problem with Traditional RAG Let's be honest - vector-based RAG has a scaling problem. You chunk documents, embed everything, store it in a vector database, and hope semantic similarity finds the right context.