// Qdrant
RAG LLM Production AI Embeddings Vector Database Qdrant AI Engineering Chunking Retrieval OpenAI

Why Your RAG Pipeline Fails in Production

Tutorials show RAG working at 95% recall on toy datasets. Production systems hit 60%. The gap isn't the technology — it's three implementation choices that look harmless and aren't.

Rene Fichtmueller / 2026-05-20 / ~2 min read min read