The Seven Algorithms That Make Graph RAG Actually Workgraph-ragalgorithmsknowledge-graphretrievalainlpVector similarity gets you close. Graph traversal gets you there. A breakdown of HNSW, BFS, PPR, Steiner Trees, Louvain, MMR, and PHSE—what they do, when to use them, and how they chain together.