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1"""Quality control components for response synthesis. 

2 

3This package provides components for checking and ensuring response quality, 

4including faithfulness, relevance, hallucination detection, and confidence scoring. 

5""" 

6 

7from __future__ import annotations 

8 

9from lexigram.ai.rag.synthesis.quality.confidence import ConfidenceScorer 

10from lexigram.ai.rag.synthesis.quality.faithfulness import FaithfulnessChecker 

11from lexigram.ai.rag.synthesis.quality.hallucination import ( 

12 HallucinationChecker, 

13) 

14from lexigram.ai.rag.synthesis.quality.relevance import RelevanceFilter 

15 

16__all__ = [ 

17 "ConfidenceScorer", 

18 "FaithfulnessChecker", 

19 "HallucinationChecker", 

20 "RelevanceFilter", 

21]