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1"""Response synthesis package for RAG.
3This package provides comprehensive response synthesis capabilities including
4multiple synthesis strategies, quality control, context management, and
5flexible output formatting.
6"""
8from __future__ import annotations
10# Core types
11# Context management
12from lexigram.ai.rag.synthesis.context import (
13 ContextDeduplicator,
14 ContextRanker,
15 LengthOptimizer,
16)
18# Formatters
19from lexigram.ai.rag.synthesis.formatters import (
20 JSONFormatter,
21 MarkdownFormatter,
22 PlainTextFormatter,
23 ResponseFormatterProtocol,
24)
26# Quality control
27from lexigram.ai.rag.synthesis.quality import (
28 ConfidenceScorer,
29 FaithfulnessChecker,
30 HallucinationChecker,
31 RelevanceFilter,
32)
34# Synthesizers
35from lexigram.ai.rag.synthesis.synthesizers import (
36 AbstractiveSynthesizer,
37 AbstractSynthesizer,
38 DirectSynthesizer,
39 ExtractiveSynthesizer,
40 HybridSynthesizer,
41 ResponseSynthesizerProtocol,
42)
43from lexigram.ai.rag.synthesis.types import (
44 ContextChunk,
45 OutputFormat,
46 QualityMetrics,
47 SynthesisConfig,
48 SynthesisResult,
49 SynthesisStrategy,
50)
52__all__ = [
53 "AbstractSynthesizer",
54 "AbstractiveSynthesizer",
55 "ConfidenceScorer",
56 "ContextChunk",
57 "ContextDeduplicator",
58 # Context
59 "ContextRanker",
60 "DirectSynthesizer",
61 "ExtractiveSynthesizer",
62 # Quality
63 "FaithfulnessChecker",
64 "HallucinationChecker",
65 "HybridSynthesizer",
66 "JSONFormatter",
67 "LengthOptimizer",
68 "MarkdownFormatter",
69 "OutputFormat",
70 "PlainTextFormatter",
71 "QualityMetrics",
72 "RelevanceFilter",
73 # Formatters
74 "ResponseFormatterProtocol",
75 # Synthesizers
76 "ResponseSynthesizerProtocol",
77 "SynthesisConfig",
78 "SynthesisResult",
79 # Types
80 "SynthesisStrategy",
81]