rag-evaluation
Installation
SKILL.md
RAG Evaluation & Testing
Measure what matters: retrieval quality, answer faithfulness, and end-to-end performance.
Key Metrics Overview
| Metric | What It Measures | Good Score |
|---|---|---|
| Context Precision | Are retrieved docs relevant? | >0.8 |
| Context Recall | Did we get all relevant docs? | >0.7 |
| Faithfulness | Is answer grounded in context? | >0.9 |
| Answer Relevancy | Does answer address the question? | >0.8 |
| Answer Correctness | Is the answer factually correct? | >0.8 |
RAGAS Framework
RAGAS (Retrieval Augmented Generation Assessment) is the standard for RAG evaluation.