RAGAS Quality Evaluation
Every answer is automatically scored on four RAGAS metrics. All scores range 0–1, colour-coded: ≥ 0.85 0.70–0.85 < 0.70. Hover any metric name for its definition.
Summary
Avg Faithfulness
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Avg Relevance
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Avg Context Precision
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Total evaluated
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Daily average (last 30d)
Faithfulness
Relevance
Context Precision
Knowledge Gaps
Topics users asked about that FIKA could not answer confidently, clustered by phrase. Read-only — uploading documents that cover the top topics closes the gaps.
| Topic | Count | Sample question | Last seen |
|---|---|---|---|
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Offline answers (last 30 days)
What the device's offline guards decided, from each device's turn log after it checks in: the share of turns per verdict, for tuning the thresholds. No question text unless set below.
| Verdict | Turns | Share |
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Metric health — automatic diagnosis
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Recent evaluations
| When | User | Question | Faithfulness | Relevance | Context Precision | Answer time | |
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