Initial commit: TradeMate 外贸小助手 MVP
项目结构: - backend/ Python FastAPI 后端 - uni-app/ uni-app跨端前端 - docs/ 设计文档 - docker-compose.yml Docker编排 - nginx/scripts/systemd 运维配置 已完成功能: - 用户认证 (JWT) - 智能翻译 + 回复建议 - 营销素材生成 - 客户管理 + 沉默检测 - 报价单管理 - 产品库管理 - 汇率换算 - 推送通知 (uni-push) - WhatsApp Webhook框架 - Celery定时任务
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@@ -0,0 +1,110 @@
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from typing import Dict, Any, Optional, List
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from app.ai.base import AIProvider
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from app.ai.providers import OpenAIProvider, ClaudeProvider, DeepLProvider, LocalProvider
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from app.config import settings
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from app.ai.trade_corpus import TradeCorpus
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import logging
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logger = logging.getLogger(__name__)
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class AIRouter:
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def __init__(self):
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self.providers: Dict[str, AIProvider] = {}
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self.routing_rules = settings.AI_ROUTING
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self.corpus = TradeCorpus()
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self._init_providers()
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def _init_providers(self):
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if settings.OPENAI_API_KEY:
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try:
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self.providers["openai"] = OpenAIProvider(api_key=settings.OPENAI_API_KEY)
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logger.info("OpenAI provider ready")
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except Exception as e:
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logger.warning(f"OpenAI init failed: {e}")
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if settings.ANTHROPIC_API_KEY:
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try:
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self.providers["anthropic"] = ClaudeProvider(api_key=settings.ANTHROPIC_API_KEY)
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logger.info("Claude provider ready")
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except Exception as e:
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logger.warning(f"Claude init failed: {e}")
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if settings.DEEPL_API_KEY:
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try:
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self.providers["deepl"] = DeepLProvider(api_key=settings.DEEPL_API_KEY)
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logger.info("DeepL provider ready")
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except Exception as e:
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logger.warning(f"DeepL init failed: {e}")
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if settings.LOCAL_MODEL_ENABLED:
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try:
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self.providers["local"] = LocalProvider(model_url=settings.LOCAL_MODEL_URL)
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logger.info("Local provider ready")
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except Exception as e:
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logger.warning(f"Local init failed: {e}")
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def get_providers_for_task(self, task_type: str) -> List[AIProvider]:
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rules = self.routing_rules.get(
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task_type,
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{"primary": "openai", "fallback": ["local"]},
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)
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ordered = []
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seen = set()
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primary = rules.get("primary")
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if primary and primary in self.providers:
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ordered.append(self.providers[primary])
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seen.add(primary)
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for name in rules.get("fallback", []):
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if name in self.providers and name not in seen:
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ordered.append(self.providers[name])
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seen.add(name)
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if not ordered:
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ordered = list(self.providers.values())
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logger.warning(f"No preferred providers for '{task_type}', using all available")
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return ordered
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async def execute(self, task_type: str, method: str, *args, **kwargs) -> Dict[str, Any]:
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providers = self.get_providers_for_task(task_type)
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last_error = None
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for provider in providers:
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try:
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method_fn = getattr(provider, method)
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result = await method_fn(*args, **kwargs)
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result["provider_used"] = provider.name
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return result
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except NotImplementedError:
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continue
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except Exception as e:
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logger.warning(f"{provider.name} failed for {task_type}: {e}")
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last_error = e
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continue
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raise Exception(f"All providers failed for '{task_type}'. Last error: {last_error}")
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async def translate(self, text: str, target_lang: str, source_lang: Optional[str] = None, context: Optional[str] = None) -> Dict[str, Any]:
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return await self.execute("translate", "translate", text, source_lang, target_lang, context)
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async def reply(self, inquiry: str, context: Optional[Dict[str, Any]] = None, tone: str = "professional") -> Dict[str, Any]:
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return await self.execute("reply", "reply", inquiry, context, tone)
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async def marketing(self, product_info: Dict[str, Any], target: str, style: str = "professional", language: str = "en") -> Dict[str, Any]:
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return await self.execute("marketing", "generate_marketing", product_info, target, style, language)
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async def extract(self, text: str, schema: Dict[str, Any]) -> Dict[str, Any]:
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return await self.execute("extract", "extract_info", text, schema)
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_router_instance = None
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def get_ai_router() -> AIRouter:
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global _router_instance
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if _router_instance is None:
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_router_instance = AIRouter()
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return _router_instance
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