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1"""Context management components for synthesis. 

2 

3This package provides components for managing context before synthesis, 

4including ranking, deduplication, and length optimization. 

5""" 

6 

7from __future__ import annotations 

8 

9from lexigram.ai.rag.synthesis.context.deduplicator import ContextDeduplicator 

10from lexigram.ai.rag.synthesis.context.optimizer import LengthOptimizer 

11from lexigram.ai.rag.synthesis.context.ranker import ContextRanker 

12 

13__all__ = [ 

14 "ContextDeduplicator", 

15 "ContextRanker", 

16 "LengthOptimizer", 

17]