Deep explanation

Evaluate Self-RAG quality in an AI search product

RAG interview questionsHardScenario Based18 min read

Senior evaluation interview question on Self-RAG within RAG.

Quick answer

Start by framing the problem in production terms for Self-RAG, then explain the root causes, a step-by-step investigation path, and the architecture or process changes you would ship for a Senior RAG role.

The interview question

an AI search product needs an evaluation strategy for Self-RAG. Metrics look stable, but users still complain about quality. How would you design offline and online evaluation?

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