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构建并部署 AI Agent 服务 / deploy (push) Failing after 6m36s
主要变更： - 迁移到极简 LangGraph 标准架构（START → init_state → 记忆 → Agent ⇄ Tools → finalize → END） - 添加 Baosi API 支持，配置 ops4.7 模型 - 保留本地模型作为默认首选，Baosi 作为备选 - 新架构使用 LangGraph 原生 ToolNode 和 bind_tools - 移除旧的混合路由、JSON 解析等复杂逻辑 - 把旧代码移到 deprecated/ 目录 - 添加新的 Agent 节点和 Tools 模块 - 添加测试脚本验证新架构 - 所有测试通过 ✓
149 lines
4.5 KiB
Python
149 lines
4.5 KiB
Python
"""
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主图状态定义 - React 模式增强版
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Main Graph State Definition - React Mode Enhanced
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字段分类说明：
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- 持久化字段：跨轮次保留，不重置
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- 临时字段：每轮对话开始时重置
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"""
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from enum import Enum, auto
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from typing import Optional, Dict, Any, Annotated, Sequence, TypedDict, List
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from dataclasses import dataclass, field
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from langgraph.graph import add_messages
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from langchain_core.messages import BaseMessage
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# ========== 枚举类型 ==========
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class CurrentAction(Enum):
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"""主图当前操作类型"""
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NONE = auto()
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GENERAL_CHAT = auto()
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NEWS_ANALYSIS = auto()
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DICTIONARY = auto()
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CONTACT = auto()
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class ErrorSeverity(Enum):
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"""错误严重程度"""
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INFO = auto() # 信息级别，继续执行
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WARNING = auto() # 警告级别，可以重试
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ERROR = auto() # 错误级别，需要处理
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FATAL = auto() # 致命错误，终止执行
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@dataclass
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class ErrorRecord:
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"""错误记录"""
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error_type: str
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error_message: str
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severity: ErrorSeverity = ErrorSeverity.ERROR
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source: str = "" # 来源：哪个节点/子图/工具
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timestamp: str = ""
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retry_count: int = 0 # 已重试次数
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max_retries: int = 3 # 最大重试次数
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context: Dict[str, Any] = field(default_factory=dict) # 错误上下文
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@dataclass
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class ReactReasoningState:
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"""React 推理状态"""
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last_reasoning: Optional[Dict[str, Any]] = None
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reasoning_result: Optional[Any] = None # 实际类型是 ReasoningResult
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@dataclass
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class HybridRouterState:
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"""混合路由状态"""
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decision: Optional[Any] = None # 实际类型是 HybridRouterResult
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start_time: Optional[str] = None
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@dataclass
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class FastPathState:
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"""快速路径状态"""
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chitchat_success: bool = False
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rag_success: bool = False
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tool_success: bool = False
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failed: bool = False
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fail_reason: str = ""
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@dataclass
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class MainGraphState:
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"""
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主图状态定义
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字段分类：
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- 持久化字段：跨轮次保留，不重置
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- 临时字段：每轮对话开始时重置
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"""
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# ==================================================
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# 持久化字段（每轮保留）
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# ==================================================
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messages: Annotated[Sequence[BaseMessage], add_messages] = field(default_factory=list)
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turns_since_last_summary: int = 0 # 距离上次总结的轮数
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user_id: str = ""
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# ==================================================
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# 临时字段（每轮重置）
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# ==================================================
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# 主图控制字段
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user_query: str = ""
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current_action: CurrentAction = CurrentAction.NONE
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current_model: str = "" # 本次请求使用的模型
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intent_confidence: float = 0.0
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# React 推理专用字段
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reasoning_step: int = 0
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max_steps: int = 10 # 避免过长循环
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last_action: str = ""
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reasoning_history: List[Dict[str, Any]] = field(default_factory=list)
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# RAG 相关字段
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rag_context: str = ""
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rag_retrieved: bool = False
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rag_docs: List[Dict[str, Any]] = field(default_factory=list)
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rag_confidence: float = 0.0 # RAG 检索置信度 (0.0-1.0)
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rag_attempts: int = 0 # RAG 检索次数统计
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# 联网搜索相关字段
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web_search_results: List[str] = field(default_factory=list)
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# 错误处理字段
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errors: List[ErrorRecord] = field(default_factory=list)
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current_error: Optional[ErrorRecord] = None
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retry_action: Optional[str] = None
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error_message: str = ""
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# 子图结果字段
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news_result: Optional[Dict[str, Any]] = None
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dictionary_result: Optional[Dict[str, Any]] = None
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contact_result: Optional[Dict[str, Any]] = None
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# 执行状态
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current_phase: str = "init"
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final_result: str = ""
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success: bool = False
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# 元数据
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start_time: Optional[str] = None
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end_time: Optional[str] = None
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# 结构化状态
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react_reasoning: ReactReasoningState = field(default_factory=ReactReasoningState)
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hybrid_router: HybridRouterState = field(default_factory=HybridRouterState)
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fast_path: FastPathState = field(default_factory=FastPathState)
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# 统计字段（用于反馈）
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llm_calls: int = 0
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last_token_usage: Dict[str, Any] = field(default_factory=dict)
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last_elapsed_time: float = 0.0
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memory_context: str = "" # 记忆检索结果
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# 向后兼容（保留但不推荐使用）
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debug_info: Dict[str, Any] = field(default_factory=dict)
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