Skip to main content
AI Interview Question

Evaluate Agentic RAG quality in an AI search product

RAGMediumScenario Based12 min read

Mid-Level evaluation interview question on Agentic RAG within RAG.

Quick answer

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

The interview question

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

Deep explanation

Sign in to unlock the full answer

Free accounts include 5 full deep answers. Sign in to start unlocking.

  • 26 more sections of deep explanation
  • Real-world examples
  • Common mistakes
  • Interviewer expectations
  • Follow-up questions
RAGAdvanced RAGAgentic RAGMid-LevelEvaluation