95 lines
2.7 KiB
Python
95 lines
2.7 KiB
Python
"""
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Agent Memory - 智能层 (Agent Layer)
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基于 LLM 的智能处理能力，提供语义理解、信息提取、推理判断等功能。
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该层是可选的，关闭后系统仍能正常工作。
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包含模块：
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- MemAgent: 智能体协调器，统一入口
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- Abstractor: System 2 全量摘要智能体 (Session摘要/Schema归纳/Profile摘要)
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- Extractor: 提取智能体，提取结构化信息 (V2: 轻量提取/深度提取双模式)
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- Reflector: 反思智能体，检测冲突和更新 (V2: UpdateType分类/冲突检测/隐式推断)
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- EmotionAnalyzer: 情绪分析智能体，valence + arousal 双维标注
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- IntentionDetector: 意图检测智能体，前瞻性记忆 + 主动关怀
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- LLMProvider: LLM 提供器，统一的模型调用接口
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"""
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# Lite+Agent pipeline
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from .mem_agent import MemAgent, AgentResult, ProcessMode
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from .extractor import Extractor, ExtractResult
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from .reflector import Reflector, ReflectResult, ConflictType, ConflictAction
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from .llm_provider import LLMProvider, LLMResponse, LLMConfig, LLMBackend
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# V2 Extractor
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from .extractor import ExtractMode, V2ExtractResult
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# System 2 / Pro Pipeline Abstractor
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from .abstractor import Abstractor, SessionSummaryResult, SchemaAbstractResult, ProfileSummaryResult
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# V2 Reflector
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from .reflector import (
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V2ConflictType,
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UpdateTypeResult,
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ConflictDetectionResult,
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ImplicitSignal,
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ImplicitInferenceResult,
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)
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# V2 Emotion Analyzer
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from .emotion_analyzer import EmotionAnalyzer, EmotionAnalysisConfig, EmotionResult
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# V2 Intention Detector
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from .intention_detector import (
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IntentionDetector,
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IntentionDetectorConfig,
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DetectedIntention,
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IntentionDetectResult,
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TriggeredIntentionItem,
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IntentionTriggerResult,
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)
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__all__ = [
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# MemAgent
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"MemAgent",
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"AgentResult",
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"ProcessMode",
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# Abstractor (System 2)
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"Abstractor",
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"SessionSummaryResult",
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"SchemaAbstractResult",
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"ProfileSummaryResult",
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# Extractor (V1)
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"Extractor",
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"ExtractResult",
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# Extractor (V2)
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"ExtractMode",
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"V2ExtractResult",
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# Reflector (V1)
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"Reflector",
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"ReflectResult",
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"ConflictType",
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"ConflictAction",
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# Reflector (V2)
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"V2ConflictType",
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"UpdateTypeResult",
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"ConflictDetectionResult",
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"ImplicitSignal",
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"ImplicitInferenceResult",
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# Emotion Analyzer (V2)
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"EmotionAnalyzer",
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"EmotionAnalysisConfig",
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"EmotionResult",
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# Intention Detector (V2)
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"IntentionDetector",
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"IntentionDetectorConfig",
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"DetectedIntention",
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"IntentionDetectResult",
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"TriggeredIntentionItem",
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"IntentionTriggerResult",
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# LLMProvider
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"LLMProvider",
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"LLMResponse",
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"LLMConfig",
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"LLMBackend",
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]
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