Self-Hosted AI

Self-Hosted AI/6 October 2026/6 min read

Qdrant and BGE-M3: Hybrid Search Without a Second Model

BGE-M3 produces dense and sparse vectors from one pass, so Qdrant can run hybrid search for production RAG without a second embedding model: prefetch both, fuse with RRF, filter early.