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How to Choose a Vector Database for AI and RAG Workloads Without Creating Ops Debt

Choosing a vector database for an AI or retrieval-augmented generation deployment is not simply a matter of comparing search quality. The choice affects query latency, metadata filtering, ingestion behavior and the operational work a team must absorb as its data and traffic grow. On July 1, 2026, n8n published a practical guide comparing 10 vector database options through that wider lens,…

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