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Evaluating RAG Reliability

HardSecurity & Infrastructure00:00
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Your question is Evaluating RAG Reliability. Take a moment with it on the right.

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Problem

How would you evaluate the accuracy and reliability of retrieval-augmented generation (RAG) and vector-based context retrieval outputs?

Explain a practical evaluation approach for both retrieval and generated answers. Define the datasets, metrics, test cases, human review process, security checks, and release thresholds you would use. Address hallucination, stale or conflicting source content, irrelevant retrievals, prompt injection, access-control leakage, and production drift.