54 lines
2.1 KiB
Python
54 lines
2.1 KiB
Python
"""意图门控的单一来源：根据分类结果、风险和澄清次数决定最终意图"""
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from app.schemas.decision import ChoiceResult
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from app.schemas.requirement import Intent
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# 会修改大屏的意图，判错的代价高，使用较严格的阈值；问答判错代价低，使用宽松阈值
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ACTION_INTENTS = ("create_screen", "modify_screen")
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def resolve_offer_response(
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decision: ChoiceResult,
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*,
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accept_min_probability: float,
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decline_min_probability: float,
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) -> Intent | None:
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"""用户回应上一轮提议时直接确定意图：同意即执行提议，拒绝即简短回复；其余交给常规意图判断"""
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choice = decision.choice
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probability = decision.probabilities.get(choice, decision.confidence)
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if choice == "accept" and probability >= accept_min_probability:
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return "modify_screen"
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if choice == "decline" and probability >= decline_min_probability:
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return "qa"
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return None
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def resolve_intent(
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decision: ChoiceResult,
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*,
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action_min_probability: float,
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qa_min_probability: float,
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clarified_rounds: int,
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max_clarify_rounds: int,
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option_selected: bool,
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) -> Intent:
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"""按选中项自身的概率门控，confidence 只表示分布集中度，不作为判据
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- 用户刚点选澄清选项时，选择本身已表达意图，直接沿用模型判断
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- 模型判定 unclear 时始终澄清；仅因概率不足而存疑时，澄清次数用尽后退回问答
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"""
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choice = decision.choice
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# 缺少该选项的概率时退回 confidence，避免因协议缺字段而误判
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probability = decision.probabilities.get(choice, decision.confidence)
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minimum = action_min_probability if choice in ACTION_INTENTS else qa_min_probability
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# 模型明确判定语义不明时始终澄清，直到用户说清或取消
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if choice == "unclear":
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return "unclear"
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if option_selected or probability >= minimum:
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return choice # type: ignore[return-value]
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# 只是把握不足时，澄清次数用尽后安全地退回问答，而不是继续追问
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if clarified_rounds >= max_clarify_rounds:
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return "qa"
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return "unclear"
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