QualityMetrics

All Implemented Interfaces:


public final class QualityMetrics

RAGAS quality metrics

Nested Class Summary

Nested Classes
Modifier and Type	Class	Description

Field Summary

Fields
Modifier and Type	Field	Description
`private final Double`	`faithfulness`
`private final Double`	`answerRelevancy`
`private final Double`	`contextPrecision`
`private final Double`	`contextRecall`
`private final Double`	`contextRelevancy`
`private final Double`	`overallScore`

Constructor Summary

Constructors
Constructor	Description
`QualityMetrics(Double faithfulness, Double answerRelevancy, Double contextPrecision, Double contextRecall, Double contextRelevancy, Double overallScore)`

Enum Constant Summary

Enum Constants
Enum Constant	Description

Method Summary

Modifier and Type	Method	Description
`final Double`	`getFaithfulness()`
`final Double`	`getAnswerRelevancy()`
`final Double`	`getContextPrecision()`
`final Double`	`getContextRecall()`
`final Double`	`getContextRelevancy()`
`final Double`	`getOverallScore()`

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
  - QualityMetrics
```
QualityMetrics(Double faithfulness, Double answerRelevancy, Double contextPrecision, Double contextRecall, Double contextRelevancy, Double overallScore)
```
    Parameters:
    
    faithfulness - Content grounded in retrieved docs
    
    answerRelevancy - Response relevance to query
    
    contextPrecision - Relevant chunks ranked higher
    
    contextRecall - All relevant info retrieved
    
    contextRelevancy - Retrieved chunks are relevant
- Method Detail
  - getFaithfulness
```
 final Double getFaithfulness()
```
  - getAnswerRelevancy
```
 final Double getAnswerRelevancy()
```
  - getContextPrecision
```
 final Double getContextPrecision()
```
  - getContextRecall
```
 final Double getContextRecall()
```
  - getContextRelevancy
```
 final Double getContextRelevancy()
```
  - getOverallScore
```
 final Double getOverallScore()
```