AI Engineer Problems › Vector Databases & RAG

Dynamic Data Updates in GraphRAG

Hard · AI Engineering · Vector Databases & RAG · Asked at Microsoft, LinkedIn

You have a GraphRAG system in production. Users upload new documents daily.

Why is updating the graph dynamically far more complex than just appending new vectors in naive Vector RAG, and how do you handle this?

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