323 lines
13 KiB
Python
323 lines
13 KiB
Python
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# ============================================================
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# 通用排产助理（moduleId: core-assistant, 可重生 ✅）
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# 像 Kimi：什么都能聊；带多轮上下文；排产是强项。
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# ============================================================
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from __future__ import annotations
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import re
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from datetime import datetime
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from typing import Any
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from server.agent_core.context import (
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format_history_for_llm,
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normalize_history,
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resolve_followup,
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wants_folder_listing,
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)
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from server.agent_core.providers import get_provider
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from server.aps_domain.readiness import analyze_project_data, check_readiness
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from server.contracts import AgentReply, UIBlock
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World = dict[str, Any]
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HistoryItem = dict[str, str]
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_WEEKDAYS = "一二三四五六日"
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_SYSTEM = """你是「工业智核」智能助手，对话能力对标 Kimi / 豆包：用户什么都会问，你都尽量答。
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身份：日常问答 + 工厂排产专家。
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铁律：
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1. **先看【对话上文】**，理解用户是在接上一句（比如「是的」「那个」），再回答。
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2. **先正面回答这句话**。问几点报时间；问文件夹就列文件；问排产就讲排产。
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3. 禁止说：「跟排产无关帮不上」「换个排产问题」「没配大模型像 Kimi 才行」。
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4. 说人话、短句；少用黑话，必须用时立刻白话解释。
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5. 不要每轮粘贴功能清单。用 Markdown 排版。
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6. 排产数字只能来自【项目上下文】；文件夹内容来自【文件夹清单】。
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7. 有【当前时间】时，问几点必须用它。
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"""
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def _now_text() -> str:
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n = datetime.now()
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wd = _WEEKDAYS[n.weekday()]
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return n.strftime(f"%Y年%m月%d日 星期{wd} %H:%M")
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def _world_brief(world: World) -> str:
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active = [o for o in (world.get("flexOrders") or [])
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if (o.get("status") or "") not in ("DONE", "CANCELLED")]
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mats = world.get("flexMaterials") or []
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routes = world.get("flexRoutings") or []
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equip = [e for e in (world.get("flexEquipment") or []) if e.get("status") == "RUNNING"]
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cal = world.get("flexCalendar") or []
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report = check_readiness(world)
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s = report["summary"]
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lines = [
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f"待排订单 {len(active)} 张，物料 {len(mats)} 种，工艺步骤 {len(routes)} 条，"
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f"能干活的设备 {len(equip)} 台，班次安排 {len(cal)} 条。",
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f"其中能直接开排约 {s.get('ready')} 张，卡住 {s.get('blocked')} 张，"
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f"工时未填 {s.get('timePending')} 步。",
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]
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for o in active[:8]:
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lines.append(
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f"- 订单 {o.get('orderNo')}：产品 {o.get('productCode')}，"
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f"数量 {o.get('quantity')}，交期 {o.get('dueDate') or o.get('deliveryDate') or '未填'}"
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)
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return "\n".join(lines)
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def _knowledge_snippets(query: str, top_k: int = 3) -> str:
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try:
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from server.knowledge import get_knowledge
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from server.knowledge.retrieval import hybrid_search
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units = get_knowledge().iter_search_units()
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hits = hybrid_search(units, query, top_k=top_k, min_score=0.04)
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except Exception:
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return ""
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if not hits:
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return ""
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parts = []
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for h in hits:
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title = h.get("title") or h.get("assetId") or "资料"
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body = (h.get("content") or "")[:400]
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parts.append(f"《{title}》\n{body}")
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return "\n\n".join(parts)
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def _is_greeting(t: str) -> bool:
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return bool(re.search(r"^(你好|您好|嗨|hi|hello|在吗)[\s!！.。？?]*$", t, re.I))
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def _is_time_query(t: str) -> bool:
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return bool(re.search(
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r"(现在|当前)?(几点|什么时候了|几时了)|现在几点|几点了|今日日期|今天(几号|日期|星期几)|现在是几号",
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t,
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))
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def _is_definition(t: str) -> bool:
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return bool(re.search(
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r"(什么叫|什么是|啥叫|啥是|解释(一下|下)?|怎么理解|啥意思|定义).{0,12}排产"
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r"|排产.{0,6}(什么意思|是什么|啥意思|怎么理解)",
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t,
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))
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def _wants_inventory(t: str) -> bool:
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return bool(re.search(
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r"分析|盘点|现状|手头|缺什么|缺啥|齐不齐|能不能开排|现在(能不能|可以)排|"
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r"看看(现在|项目|数据|订单)|有多少(单|订单|料)|数据内容|项目里面的数据",
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t,
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)) or "【文件解析】" in t
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def _simple_math(t: str) -> str | None:
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m = re.fullmatch(r"\s*(\d+(?:\.\d+)?)\s*([+\-*/×÷])\s*(\d+(?:\.\d+)?)\s*[=？?]?\s*", t)
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if not m:
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return None
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a, op, b = float(m.group(1)), m.group(2), float(m.group(3))
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try:
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if op == "+":
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r = a + b
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elif op == "-":
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r = a - b
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elif op in ("*", "×"):
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r = a * b
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elif op in ("/", "÷"):
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if b == 0:
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return "除数不能是 0 哟。"
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r = a / b
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else:
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return None
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except Exception:
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return None
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if abs(r - round(r)) < 1e-9:
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return f"**{int(round(r))}**"
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return f"**{r:.4g}**"
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def _explain_scheduling() -> str:
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return (
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"**排产是啥？**\n\n"
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"用大白话讲：工厂里有很多订单要做，每张单要经过几道工序、用哪台设备、"
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"什么时候开工完工——**把这些事提前安排清楚，就叫排产**。\n\n"
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"好比家里做饭：先想清楚先炒哪个菜、用哪口锅、几点能上桌。\n\n"
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"**排产一般要弄清三件事：**\n"
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"- **做什么**：哪些订单、做什么产品、做多少、啥时候要\n"
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"- **怎么做**：几道工序、每道大概多久\n"
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"- **谁来做**：哪些设备/人能干这些活、哪天有空\n\n"
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"你要是想亲手试一版，跟我说一声「带我排一版」就行。"
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)
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def _explain_can_schedule() -> str:
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return (
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"**会，这就是我的本职工作。**\n\n"
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"你把订单和现场情况告诉我，我可以帮你看缺不缺、排出一版计划。\n"
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"日常问题（几点了、算个数、闲聊）也都能聊。\n\n"
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"想现在就试？直接说「带我排一版」或「直接排一版」。"
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)
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def _answer_time() -> str:
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return f"现在是 **{_now_text()}**（按你这台电脑的本地时间）。"
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def _readiness_block(world: World) -> UIBlock:
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report = check_readiness(world)
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return UIBlock(
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blockId="assistant-readiness", type="readiness",
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props={"summary": report["summary"], "orders": report["orders"][:12],
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"globalIssues": report["globalIssues"]},
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)
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def _offline_reply(
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world: World, query: str, *, session_id: str | None = None,
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) -> tuple[str, bool]:
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t = query.strip()
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if _is_greeting(t):
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return (
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"你好，我在。\n\n"
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"啥都能问：几点了、算个数、看项目文件夹、排产排程……怎么说都行。\n\n"
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"想排产的话，说「带我排一版」我就上手。",
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False,
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)
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if _is_time_query(t):
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return _answer_time(), False
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if wants_folder_listing(t):
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from server.aps_domain.folder_pack import analyze_work_dir
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report = analyze_work_dir(world, session_id)
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return report.get("markdown") or report.get("error") or "目录解析完成。", False
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if _is_definition(t):
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return _explain_scheduling(), False
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if re.search(r"你会排产|会不会排|能不能排产|你会排吗", t):
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return _explain_can_schedule(), False
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if re.search(r"你是谁|你能做什么|怎么用|如何使用|介绍一下|你会什么", t):
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return (
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"我是工业智核里的助手：**日常问题也能聊**，排产是我最拿手的。\n\n"
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"可以说「现在几点了」「解析项目文件夹」「帮我分析项目数据」「带我排一版」。",
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False,
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)
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math = _simple_math(t)
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if math:
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return f"算下来是 {math}。", False
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if re.search(r"讲个笑话|来个笑话|说个笑话", t):
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return (
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"好，来一个车间版冷笑话：\n\n"
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"计划员问设备：「你今天忙不忙？」\n"
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"设备说：「不忙，我排期排到下下下个月了，早就躺平了。」",
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False,
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)
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if re.search(r"天气|下雨|降温|热不热", t):
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return (
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"我这边看不到窗外实时天气，手机天气最准。\n\n"
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"要是担心交期被耽误，把单号跟我说，我帮你看计划。",
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False,
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)
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if _wants_inventory(t):
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return analyze_project_data(world, t), True
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# 祈使开排不应落到助理菜单（意图层应已拦截；此处再兜底一句口令）
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if re.search(
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r"给我排产|我要你排产|你给我排|帮我排产|开始排产|直接排|马上排|赶紧排|排产吧",
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t,
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):
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return (
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"明白，你是要**直接开排**。\n\n"
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"请再说一次「给我排产」或点快捷指令「跑一版柔性排产」——"
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"我会按工程目录/当前数据开排，不再让你选菜单。",
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False,
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)
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if re.search(r"排产|订单|交期|设备|工艺|物料|工时", t) and re.search(
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r"什么|怎么|如何|吗|呢|？|\?", t,
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):
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return (
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f"你问的是「{t[:40]}」。\n\n"
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"若要**直接开排**，说「给我排产」；\n"
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"若要看齐不齐，说「帮我看看现在能不能排」；\n"
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"若要看文件夹，说「解析项目文件夹」。",
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False,
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)
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# 开放问题：结合上文语气，不再甩「没配 Kimi」
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return (
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f"关于「{t[:48]}」，我先按你的话理解一下。\n\n"
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"你要是想看**项目文件夹里有啥文件**，直接说「解析项目文件夹」；\n"
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"想看**排产数据齐不齐**，说「帮我分析一下当前项目里面的数据」；\n"
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"想**开排**，说「带我排一版」。\n\n"
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"也可以把具体想法再说详细一点，我按你的目标接着做。",
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False,
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)
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async def reply(
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world: World,
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query: str,
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*,
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history: list[Any] | None = None,
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session_id: str | None = None,
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) -> AgentReply:
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"""带多轮上下文的通用作答。"""
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hist = normalize_history(history)
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# 历史不含本轮用户句时，resolve 用 hist；前端传来的 history 通常不含当前句
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follow = resolve_followup(query, hist)
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if follow.get("kind") == "deny" and follow.get("reply"):
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return AgentReply(text=str(follow["reply"]))
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q = str(follow.get("text") or query or "").strip() or "你好"
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note = str(follow.get("note") or "")
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# 短确认被改写成「直接排一版 / 带我排一版」等 → 交给工作流口令识别更稳
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# 此处若已是明确排产口令，仍可由 assistant 引导；gateway 会在 resolve 后重新 recognize。
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# 助理层只负责问答类。
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if _is_time_query(q) or _is_greeting(q) or _is_definition(q) \
|
|||
|
|
or re.search(r"你会排产|会不会排|能不能排产|你会排吗", q) \
|
|||
|
|
or wants_folder_listing(q):
|
|||
|
|
text, with_card = _offline_reply(world, q, session_id=session_id)
|
|||
|
|
if note and follow.get("kind") == "affirm":
|
|||
|
|
text = f"（明白，你是说「{q}」）\n\n" + text
|
|||
|
|
return AgentReply(text=text, blocks=[_readiness_block(world)] if with_card else [])
|
|||
|
|
|
|||
|
|
provider = get_provider()
|
|||
|
|
if provider.enabled:
|
|||
|
|
brief = _world_brief(world)
|
|||
|
|
knowledge = _knowledge_snippets(q)
|
|||
|
|
hist_blob = format_history_for_llm(hist)
|
|||
|
|
folder_hint = ""
|
|||
|
|
if wants_folder_listing(q):
|
|||
|
|
from server.aps_domain.folder_pack import analyze_work_dir
|
|||
|
|
folder_hint = analyze_work_dir(world, session_id).get("markdown") or ""
|
|||
|
|
user = (
|
|||
|
|
f"【当前时间】{_now_text()}\n\n"
|
|||
|
|
+ (f"【对话上文】\n{hist_blob}\n\n" if hist_blob else "")
|
|||
|
|
+ (f"【上下文备注】{note}\n\n" if note else "")
|
|||
|
|
+ f"【项目上下文】\n{brief}\n\n"
|
|||
|
|
+ (f"【文件夹清单】\n{folder_hint}\n\n" if folder_hint else "")
|
|||
|
|
+ (f"【厂内资料摘录】\n{knowledge}\n\n" if knowledge else "")
|
|||
|
|
+ f"【用户本轮】\n{q}\n\n"
|
|||
|
|
"请结合上文正面回答。用户说「是的」时，按上一轮建议执行或确认，不要反问「你问的是是的」。"
|
|||
|
|
)
|
|||
|
|
text = await provider.chat_text(_SYSTEM, user, timeout=45.0)
|
|||
|
|
if text and text.strip():
|
|||
|
|
blocks = [_readiness_block(world)] if _wants_inventory(q) else []
|
|||
|
|
return AgentReply(text=text.strip(), blocks=blocks)
|
|||
|
|
|
|||
|
|
text, with_card = _offline_reply(world, q, session_id=session_id)
|
|||
|
|
if note and follow.get("kind") == "affirm":
|
|||
|
|
text = f"（明白，按你说的「{q}」来）\n\n" + text
|
|||
|
|
blocks = [_readiness_block(world)] if with_card else []
|
|||
|
|
return AgentReply(text=text, blocks=blocks)
|