CallMissed Blog

Knowledge Graphs vs Vector RAG: When to Use Which in 2026

RAG is the standard pattern for grounding LLMs in private data. The default uses vector search. Knowledge graphs offer a different approach with different trade-offs. How Vector RAG Works Chunk documents, embed them, store in a vector database, retrieve by semantic similarity, and inject into the pr…