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n8n Blog6 min read

When to Use an LLM Knowledge Graph or a Vector RAG

An LLM knowledge graph and vector RAG ground models differently. See when to use each, how to build a knowledge graph from text, and how to run both smoothly.

By n8n teamn8n Blog
When to Use an LLM Knowledge Graph or a Vector RAG

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Originally published by n8n Blog on Oct 1, 2026.

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