"""
AI 服务模块

包含：
- AIService: 本地 AI 服务（支持 4sapi + OpenRouter 降级）
- LLM JSON Parser: 大模型 JSON 输出解析器
- KnowledgeAnalysisServiceV2: 知识点分析服务（Python 原生实现）
- ExamGeneratorService: 试题生成服务（Python 原生实现）
- CourseChatServiceV2: 课程对话服务（Python 原生实现）
- PracticeSceneService: 陪练场景准备服务（Python 原生实现）
- AbilityAnalysisService: 智能工牌能力分析服务（Python 原生实现）
- AnswerJudgeService: 答案判断服务（Python 原生实现）
- PracticeAnalysisService: 陪练分析报告服务（Python 原生实现）
"""

from .ai_service import (
    AIService,
    AIResponse,
    AIConfig,
    AIServiceError,
    AIProvider,
    DEFAULT_MODEL,
    MODEL_ANALYSIS,
    MODEL_CREATIVE,
    MODEL_IMAGE_GEN,
    quick_chat,
)

from .llm_json_parser import (
    parse_llm_json,
    parse_with_fallback,
    safe_json_loads,
    clean_llm_output,
    diagnose_json_error,
    validate_json_schema,
    ParseResult,
    JSONParseError,
    JSONUnrecoverableError,
)

from .knowledge_analysis_v2 import (
    KnowledgeAnalysisServiceV2,
    knowledge_analysis_service_v2,
)

from .exam_generator_service import (
    ExamGeneratorService,
    ExamGeneratorConfig,
    exam_generator_service,
    generate_exam,
)

from .course_chat_service import (
    CourseChatServiceV2,
    course_chat_service_v2,
)

from .practice_scene_service import (
    PracticeSceneService,
    PracticeScene,
    PracticeSceneResult,
    practice_scene_service,
    prepare_practice_knowledge,
)

from .ability_analysis_service import (
    AbilityAnalysisService,
    AbilityAnalysisResult,
    AbilityDimension,
    CourseRecommendation,
    ability_analysis_service,
)

from .answer_judge_service import (
    AnswerJudgeService,
    JudgeResult,
    answer_judge_service,
    judge_answer,
)

from .practice_analysis_service import (
    PracticeAnalysisService,
    PracticeAnalysisResult,
    ScoreBreakdownItem,
    AbilityDimensionItem,
    DialogueAnnotation,
    Suggestion,
    practice_analysis_service,
    analyze_practice_session,
)

__all__ = [
    # AI Service
    "AIService",
    "AIResponse",
    "AIConfig",
    "AIServiceError",
    "AIProvider",
    "DEFAULT_MODEL",
    "MODEL_ANALYSIS",
    "MODEL_CREATIVE",
    "MODEL_IMAGE_GEN",
    "quick_chat",
    # JSON Parser
    "parse_llm_json",
    "parse_with_fallback",
    "safe_json_loads",
    "clean_llm_output",
    "diagnose_json_error",
    "validate_json_schema",
    "ParseResult",
    "JSONParseError",
    "JSONUnrecoverableError",
    # Knowledge Analysis V2
    "KnowledgeAnalysisServiceV2",
    "knowledge_analysis_service_v2",
    # Exam Generator V2
    "ExamGeneratorService",
    "ExamGeneratorConfig",
    "exam_generator_service",
    "generate_exam",
    # Course Chat V2
    "CourseChatServiceV2",
    "course_chat_service_v2",
    # Practice Scene V2
    "PracticeSceneService",
    "PracticeScene",
    "PracticeSceneResult",
    "practice_scene_service",
    "prepare_practice_knowledge",
    # Ability Analysis V2
    "AbilityAnalysisService",
    "AbilityAnalysisResult",
    "AbilityDimension",
    "CourseRecommendation",
    "ability_analysis_service",
    # Answer Judge V2
    "AnswerJudgeService",
    "JudgeResult",
    "answer_judge_service",
    "judge_answer",
    # Practice Analysis V2
    "PracticeAnalysisService",
    "PracticeAnalysisResult",
    "ScoreBreakdownItem",
    "AbilityDimensionItem",
    "DialogueAnnotation",
    "Suggestion",
    "practice_analysis_service",
    "analyze_practice_session",
]