AI Engineer Problems › Vector Databases & RAG

The Local Graph Traversal Trap

Hard · AI Engineering · Vector Databases & RAG · Asked at Google, Uber

Your local GraphRAG pipeline retrieves a seed node via vector search and performs a 3-hop traversal to gather context.

Why does doing more than 2 hops of graph traversal typically ruin the LLM's answer in a production RAG system?

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