RAG-010RAG · Answer qualitylayaeval.ResponseCompleteness

Response Completeness

Did the answer cover every part of the question?

PARTS OF THE QUESTIONWhere to stay?How much?Near the Louvre?Every part answered
Simulation state:
When it passes

All parts answered.

Threshold satisfied: evaluation score >= 3.0.

When it fails

Some parts skipped.

Violation detected: execution flagged for human review or fallback routing.

SDK Specification

ParameterValueDescription
ClassResponseCompletenessPython evaluator class in layaeval
Required Fields"query", "response"Arguments expected in the call signature
Default Threshold>= 3.0Passes when quality score is at or above this value
CategoryRAG EvaluationAnswer quality (Is the reply on topic, complete and correct?)

Python Example

pip install layaeval
response-completeness.py
1from layaeval import ResponseCompleteness
2
3metric = ResponseCompleteness(threshold=3.0) # passes at or above 3.0
4
5res = metric(
6 query="What is the capital of France?",
7 response="Paris is the capital of France.",
8)
9
10print(res.passed, res.value, res.confidence)

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