pgvector vs Qdrant vs LanceDB: On-Prem RAG Vector Search (2026) Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inKubernetesNo Comments pgvector, Qdrant, and LanceDB compared for on-prem RAG in 2026: indexing, filtering, latency at scale, and operational overhead.