AI Testing & Validation
9 min read
How to Test a RAG-Based System: Architecture, Failure Modes, and the Complete QA Guide
A deep-dive engineering guide on testing Retrieval-Augmented Generation (RAG) pipelines. Learn how to isolate ingestion, benchmark retrieval metrics (Recall@K, MRR), evaluate generation faithfulness, and catch hallucinations before production.