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ai guide

RAG A/B Testing: A Scientific Approach to Comparing Pipeline Configurations

"Adding a Cross-Encoder feels better" is not a scientific evaluation. A/B testing tells you whether a change actually works, how much it helps, and which query types benefit.

#rag#ab-testing#experimentation#metrics#pipeline
ai guide

RAG Evaluation Frameworks: How to Use RAGAS, DeepEval, and TruLens

RAG system quality is hard to evaluate by intuition alone. RAGAS, DeepEval, and TruLens provide systematic metric frameworks that pinpoint exactly which component is failing.

#rag#evaluation#ragas#deepeval#trulens#metrics#quality