GraphRAG Battlecards
Respond to common GraphRAG objections with balanced, use-case-specific reasoning.
Vector search is enough for our assistant. Baseline RAG objection A stakeholder points to good results on policy lookup. Your line For policy lookup, yes. For questions that connect entities across many documents, we need graph retrieval or we will miss the path. Arguing that graph is always superior weakens your case. It agrees where baseline RAG works and narrows the graph claim to relationship-heavy questions. Baseline RAG or GraphRAG? Choose by question class Hybrid is often the adult answer. Graph extraction can be wrong, so it adds risk. Quality objection A reviewer worries extracted entities will pollute prompts. Agreed.…
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