The Science of RAG Performance Validation: Measuring LLM Answer Reliability from Faithfulness to Ragas
Facing performance uncertainty after a successful PoC? This guide presents a scientific methodology for objectively measuring RAG system reliability—from defining core metrics such as Faithfulness and Context Relevancy to building an automa
May 20
RAG Evaluation Framework — Measuring Performance with RAGAS
This post explains how to automatically evaluate a RAG pipeline with the RAGAS framework. It covers what Faithfulness, Answer Relevancy, Context Precision, and Context Recall mean, how to improve them, and how to wire evaluation into CI.
May 11