domains / families / devops / rag-observability-evals

rag-observability-evals

authentic

Monitor and evaluate RAG systems with retrieval quality metrics, groundedness checks, hallucination detection, and continuous regression testing.

When to use

• Deploying a RAG system to production and need quality monitoring
• Setting up automated evaluation pipelines for retrieval and generation
• Debugging hallucination or relevance regressions
• Building dashboards for RAG-specific golden signals
• Establishing quality gates for RAG pipeline changes

Skill page

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