52 lines
4.0 KiB
Python
52 lines
4.0 KiB
Python
"""意图节点的判断定义"""
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from app.schemas.decision import ChoiceDecision
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def build_offer_question() -> ChoiceDecision:
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# 上一轮助手提出了具体修改时追加的判断，只看用户对这条提议的回应，比从历史文本推断意图更可靠
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return ChoiceDecision(
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instructions=(
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"In the previous turn the assistant offered to perform the edit in `pending_offer` and asked whether the user wants it. "
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"Classify how the latest user message (`prompt`) responds to that offer. "
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"Judge by its function in the conversation, not by a fixed word list; short replies are normal."
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),
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criteria={
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# 同意执行提议，包括简短的肯定回答
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"accept": "Agrees to perform exactly the offered edit, e.g. 好的, 需要, 要, 可以, 行, 嗯, yes",
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# 拒绝提议
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"decline": "Declines the offer or says it is not needed, e.g. 不用了, 算了, no",
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# 提出新的或修改过的请求、提问，或与提议无关
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"other": "Asks something else, requests a different or changed edit, or does not respond to the offer",
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},
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)
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def build_intent_question() -> ChoiceDecision:
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return ChoiceDecision(
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# 区分意图模糊与修改细节缺失，后者交给需求理解
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instructions=(
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"Classify the user's primary intent. "
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"Classify the latest user answer in `clarification_history`, or `prompt` when there is no history. "
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"Use earlier turns, `history` (previous turns of this conversation) and the selected option to resolve references; the latest answer overrides earlier conflicting intent. "
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"Once the requested action or response is clear, earlier ambiguity does not require another confirmation. "
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"Choose modify_screen only when the user explicitly requests an actual edit. "
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"Choose qa for clear requests for a textual answer or general conversation, including information, explanation, diagnosis, advice, and assistant identity or capabilities. "
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"Requests need not be phrased as questions; being unrelated to screens does not make an intent unclear. "
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"A short conversational message that acknowledges, agrees, thanks, greets or closes the exchange (e.g. ok, Okay, um, got it, thanks, hello, goodbye) requests nothing further and is qa; decide by its function in the conversation, not by a fixed word list, and never treat it as unclear merely for being short. "
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"A vague complaint or evaluation without a requested next step is unclear, not automatically qa. "
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"An explicit edit request remains modify_screen even when edit details are missing. "
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"Do not infer intent solely from selected nodes or an empty screen."
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),
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criteria={
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# 创建新的大屏
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"create_screen": "Create a new screen",
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# 明确要求修改、增加、删除或重新设计已有大屏
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"modify_screen": "Explicitly request modifying, adding, deleting, or redesigning an existing screen, including requests lacking details such as Help me edit this image",
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# 明确的文字回答或交流请求，包括助手身份和能力，但没有要求实际操作大屏
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"qa": "Clearly request a textual answer or general conversation without requesting screen creation or an actual edit; includes assistant identity and capabilities, information, reasons, diagnosis, and suggestions, e.g. Why is there no data in this chart or How to optimize this graph; also includes brief acknowledgments, thanks, greetings and farewells that need only a short reply, e.g. ok, Okay, thank you",
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# 语义上没有明确表达要问什么或做什么，不等同于模型分数低
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"unclear": "The user's desired response or action is still undetermined after incorporating the latest answer and selected option; vague feedback such as 这个图不太对 is unclear only while subsequent answers have not resolved what to do",
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},
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)
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