https://renezander.com/tags/vectordatabase/Recent content in Vectordatabase on René Zander | AI Automation ConsultantHugoenTue, 17 Mar 2026 07:41:59 +0000https://renezander.com/blog/your-vector-database-decision-is-simpler-than-you-think/Tue, 17 Mar 2026 07:41:59 +0000https://renezander.com/blog/your-vector-database-decision-is-simpler-than-you-think/<p>Every week someone asks which vector database they should use. The answer is almost always &ldquo;it depends on three things,&rdquo; and none of them are throughput benchmarks.</p> <p>I run semantic search in production on a single VPS. Over a thousand items indexed, embeddings generated on the same machine, queries return in under a second. But that setup only works because of the constraints I&rsquo;m operating in. Change the constraints and the answer changes completely.</p>