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RAG Evaluation Checklist
A one-page checklist covering the four measurement mistakes that make a worse RAG system look better.
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What is inside#
- Retrieval-first measurement order
- Golden set construction rules
- Judge calibration procedure
- Category-level reporting template
- The pre-ship regression gate
Two pages. Designed to be printed and used, not read once.
#RAG#Evaluation
Where this is used
AI Engineer Lab
Why Your RAG Evaluation Is Wrong
Most RAG evaluations measure the wrong thing, on the wrong data, with a judge that rewards the wrong behaviour. Here is what to measure instead.
IntermediateDifficulty: Intermediate3 min readPython · Ragas · OpenAI API
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