jimi
77391daf77
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99 lines
4.0 KiB
Python
99 lines
4.0 KiB
Python
from __future__ import annotations
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from typing import Any
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from .agents import AfterSalesAgent, PreSalesAgent, QuoteAgent, RiskAgent
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from .image_quote_analyzer import analyze_image_for_quote
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from .models import Decision
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from .state_machine import evolve_after_sales_state, migrate_state_schema
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from .store import ConversationStore
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class Orchestrator:
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def __init__(self) -> None:
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self.pre_sales = PreSalesAgent()
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self.quote = QuoteAgent()
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self.after_sales = AfterSalesAgent()
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self.risk = RiskAgent()
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self.store = ConversationStore()
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@staticmethod
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def _single_stage_route(context: dict[str, Any]) -> tuple[str, str]:
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msg = str(context.get("msg", "") or "")
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lower = msg.lower()
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if bool(context.get("auto_quote_trigger")):
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return "quote", "fast:auto_quote_trigger"
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current_urls = context.get("current_image_urls") or []
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if isinstance(current_urls, list) and len(current_urls) > 0:
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return "quote", "fast:current_image"
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if int(context.get("pending_images", 0) or 0) > 0 and any(k in lower for k in ("报价", "多少钱", "价格", "找得到", "找图", "能做", "有没有")):
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return "quote", "fast:pending_image_and_pricing"
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if any(k in lower for k in ("退款", "退钱", "不满意", "重做", "售后", "返工", "重发")):
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return "after_sales", "fast:after_sales_keyword"
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return "pre_sales", "single_stage:default_pre_sales"
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async def decide(self, context: dict[str, Any]) -> tuple[str, Decision, dict[str, Any]]:
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customer_key = context["customer_key"]
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session = self.store.get_session(customer_key)
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prev_state = migrate_state_schema(session.get("state", {}))
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prev_route = session.get("route", "pre_sales")
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# 统一改为语义决策：不走关键词意图/订单硬判定。
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intent = "unknown"
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order_status = "unknown"
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merged_ctx = {
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**context,
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"session_state": prev_state,
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"previous_route": prev_route,
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"intent": intent,
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"order_status": order_status,
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}
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route, route_reason = self._single_stage_route(merged_ctx)
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if route == "quote":
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latest_image_url = str(context.get("latest_image_url", "") or "").strip()
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if latest_image_url:
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analysis = await analyze_image_for_quote(
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image_url=latest_image_url,
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customer_text=str(context.get("msg", "") or ""),
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goods_name=str(context.get("goods_name", "") or ""),
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)
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merged_ctx["image_quote_analysis"] = analysis
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decision = await self.quote.decide(merged_ctx)
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elif route == "after_sales":
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decision = await self.after_sales.decide(merged_ctx)
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elif route == "risk":
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decision = await self.risk.decide(merged_ctx)
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else:
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decision = await self.pre_sales.decide(merged_ctx)
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merged_state = {**prev_state, **(decision.state_patch or {})}
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if route == "quote":
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analysis_obj = merged_ctx.get("image_quote_analysis")
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if isinstance(analysis_obj, dict) and analysis_obj:
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merged_state["last_image_quote_analysis"] = analysis_obj
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new_state = evolve_after_sales_state(
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merged_state,
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route=route,
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action=decision.action,
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intent=intent,
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order_status=order_status,
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msg=str(context.get("msg", "") or ""),
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)
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self.store.upsert_session(customer_key, context.get("acc_id", ""), context.get("customer_id", ""), route, new_state)
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self.store.append_event(
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customer_key,
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"decision",
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{
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"route": route,
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"route_reason": route_reason,
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"action": decision.action,
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"reason": decision.reason,
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"after_sales_stage": new_state.get("after_sales_stage", "new"),
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},
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)
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return route, decision, new_state
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