procedure
A 2-week A/B test plan for RAG systems involves comparing a baseline (Standard RAG) against a variant (CRAG or Adaptive RAG) using 10–20% stratified traffic, tracking hallucination rate, latency (p95), cost per query, and user trust score, with a decision rule to adopt the variant if hallucination rate decreases by ≥30%, latency increase is ≤200ms, and cost increase is ≤30%.
Authors
Sources
- RAG Hallucinations: Retrieval Success ≠ Generation Accuracy www.linkedin.com via serper
Referenced by nodes (3)
- Retrieval-Augmented Generation (RAG) concept
- hallucination rate concept
- latency concept