RAG-002RAG · Findinglayaeval.DocumentRelevance
Document Relevance
Is this one document useful for the question?
Simulation state:
When it passes
This page helps.
Threshold satisfied: evaluation score >= 3.0.
When it fails
This page is unrelated.
Violation detected: execution flagged for human review or fallback routing.
SDK Specification
| Parameter | Value | Description |
|---|---|---|
| Class | DocumentRelevance | Python evaluator class in layaeval |
| Required Fields | "query", "document" | Arguments expected in the call signature |
| Default Threshold | >= 3.0 | Passes when quality score is at or above this value |
| Category | RAG Evaluation | Finding (Did search bring back the right pages?) |
Python Example
document-relevance.py
1from layaeval import DocumentRelevance23metric = DocumentRelevance(threshold=3.0) # passes at or above 3.045res = metric(6 query="What is the capital of France?",7 document="Paris is the capital of France.",8)910print(res.passed, res.value, res.confidence)
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