802f5a3833
- 更新books路由以支持用户认证 - 更新chapters路由以支持用户认证 - 更新conversations路由以支持用户认证 - 更新websocket路由以支持用户认证和连接管理
325 lines
12 KiB
Python
325 lines
12 KiB
Python
"""
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WebSocket 路由：实时对话通信
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"""
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import uuid
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from datetime import datetime, timezone
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from enum import Enum
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from typing import Dict
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from fastapi import WebSocket, WebSocketDisconnect, HTTPException, Query
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from sqlalchemy import select
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from sqlalchemy.ext.asyncio import AsyncSession
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from agents import ConversationAgent, MemoryAgent
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from agents.prompts import ConversationStage
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from database import get_async_db
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from database.models import Conversation, Segment
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from database.models import User as UserModel
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from services.auth_service import verify_token
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from fastapi import HTTPException, status
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class MessageType(str, Enum):
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"""WebSocket 消息类型"""
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CONNECT = "connect"
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AUDIO_CHUNK = "audio_chunk"
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TEXT = "text" # 文本消息
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TRANSCRIPT = "transcript"
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AGENT_RESPONSE = "agent_response"
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TTS_AUDIO = "tts_audio"
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END_CONVERSATION = "end_conversation"
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ERROR = "error"
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# 连接管理
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class ConnectionManager:
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"""WebSocket 连接管理器"""
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def __init__(self):
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self.active_connections: Dict[str, WebSocket] = {}
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self.conversation_agents: Dict[str, ConversationAgent] = {}
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self.memory_agent = MemoryAgent()
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async def connect(self, websocket: WebSocket, conversation_id: str):
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"""建立连接"""
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await websocket.accept()
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self.active_connections[conversation_id] = websocket
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self.conversation_agents[conversation_id] = ConversationAgent()
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def disconnect(self, conversation_id: str):
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"""断开连接"""
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if conversation_id in self.active_connections:
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del self.active_connections[conversation_id]
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if conversation_id in self.conversation_agents:
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self.conversation_agents[conversation_id].clear_memory(conversation_id)
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del self.conversation_agents[conversation_id]
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async def send_message(self, conversation_id: str, message: dict):
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"""发送消息"""
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if conversation_id in self.active_connections:
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websocket = self.active_connections[conversation_id]
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await websocket.send_json(message)
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async def receive_message(self, conversation_id: str) -> dict:
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"""接收消息"""
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if conversation_id in self.active_connections:
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websocket = self.active_connections[conversation_id]
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return await websocket.receive_json()
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raise HTTPException(status_code=404, detail="Connection not found")
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manager = ConnectionManager()
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async def websocket_endpoint(
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websocket: WebSocket,
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conversation_id: str,
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token: str = Query(..., description="访问令牌")
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):
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"""
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WebSocket 端点：处理实时对话
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Args:
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websocket: WebSocket 连接
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conversation_id: 对话 ID
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token: 访问令牌（从查询参数获取）
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"""
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# 验证JWT令牌
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payload = verify_token(token)
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if not payload or payload.get("type") != "access":
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await websocket.close(code=status.WS_1008_POLICY_VIOLATION, reason="无效的认证令牌")
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return
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user_id = payload.get("sub")
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if not user_id:
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await websocket.close(code=status.WS_1008_POLICY_VIOLATION, reason="无效的令牌内容")
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return
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# 验证用户是否存在
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async for db in get_async_db():
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user = await db.get(UserModel, user_id)
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if not user:
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await websocket.close(code=status.WS_1008_POLICY_VIOLATION, reason="用户不存在")
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return
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await manager.connect(websocket, conversation_id)
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try:
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# 发送连接确认
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await manager.send_message(conversation_id, {
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"type": MessageType.CONNECT,
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"conversation_id": conversation_id,
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"data": {"status": "connected"},
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"timestamp": datetime.now(timezone.utc).isoformat()
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})
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# 从数据库获取对话信息
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conversation = await db.get(Conversation, conversation_id)
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if not conversation:
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# 如果对话不存在，创建新对话
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conversation = Conversation(
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id=conversation_id,
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user_id=user_id,
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started_at=datetime.now(timezone.utc),
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status="active"
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)
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db.add(conversation)
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await db.commit()
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else:
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# 验证用户权限：只能访问自己的对话
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if conversation.user_id != user_id:
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await manager.send_message(conversation_id, {
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"type": MessageType.ERROR,
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"data": {"message": "无权访问此对话"},
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"timestamp": datetime.now(timezone.utc).isoformat()
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})
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await websocket.close(code=status.WS_1008_POLICY_VIOLATION, reason="无权访问此对话")
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return
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current_stage = ConversationStage(conversation.conversation_stage) if conversation.conversation_stage else ConversationStage.CHILDHOOD
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# 主循环：处理消息
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while True:
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try:
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message = await websocket.receive_json()
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msg_type = message.get("type")
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if msg_type == MessageType.TEXT:
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# 处理文本消息
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text_message = message.get("data", {}).get("text", "")
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if text_message:
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# 保存段落到数据库
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segment = Segment(
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id=str(uuid.uuid4()),
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conversation_id=conversation_id,
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transcript_text=text_message,
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processed=False
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)
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db.add(segment)
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await db.commit()
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# Agent 生成回应
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current_stage = await process_user_message(
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conversation_id=conversation_id,
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user_message=text_message,
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current_stage=current_stage,
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conversation=conversation,
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segment=segment,
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db=db,
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manager=manager
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)
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elif msg_type == MessageType.END_CONVERSATION:
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# 结束对话
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conversation.status = "ended"
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conversation.ended_at = datetime.now(timezone.utc)
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await db.commit()
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# 触发整理 Agent
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await process_conversation_segments(conversation_id, db)
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await manager.send_message(conversation_id, {
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"type": MessageType.END_CONVERSATION,
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"conversation_id": conversation_id,
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"data": {"status": "ended"},
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"timestamp": datetime.now(timezone.utc).isoformat()
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})
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break
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except Exception as e:
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await manager.send_message(conversation_id, {
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"type": MessageType.ERROR,
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"data": {"message": str(e)},
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"timestamp": datetime.now(timezone.utc).isoformat()
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})
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except WebSocketDisconnect:
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manager.disconnect(conversation_id)
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break
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except Exception as e:
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manager.disconnect(conversation_id)
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raise
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async def process_user_message(
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conversation_id: str,
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user_message: str,
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current_stage: ConversationStage,
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conversation: Conversation,
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segment: Segment,
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db: AsyncSession,
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manager: ConnectionManager
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) -> ConversationStage:
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"""
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处理用户消息，生成Agent回应
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Args:
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conversation_id: 对话ID
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user_message: 用户消息文本
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current_stage: 当前对话阶段
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conversation: 对话对象
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segment: 段落对象
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db: 数据库会话
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manager: 连接管理器
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Returns:
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更新后的对话阶段
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"""
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agent = manager.conversation_agents.get(conversation_id)
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if agent:
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# 检测对话阶段
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detected_stage = agent.detect_stage(conversation_id, user_message)
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if detected_stage != current_stage:
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current_stage = detected_stage
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conversation.conversation_stage = current_stage.value
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await db.commit()
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# 获取已聊话题
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stmt_segments = select(Segment).where(
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Segment.conversation_id == conversation_id
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).order_by(Segment.created_at)
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result_segments = await db.execute(stmt_segments)
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previous_segments = result_segments.scalars().all()
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covered_topics = [seg.topic_category for seg in previous_segments if seg.topic_category]
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# 生成回应
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response = agent.generate_response(
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conversation_id=conversation_id,
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user_message=user_message,
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current_stage=current_stage,
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covered_topics=covered_topics
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)
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# 更新段落的 Agent 回应
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segment.agent_response = response
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await db.commit()
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# 发送 Agent 回应（仅文字，不生成语音）
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await manager.send_message(conversation_id, {
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"type": MessageType.AGENT_RESPONSE,
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"conversation_id": conversation_id,
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"data": {"text": response},
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"timestamp": datetime.now(timezone.utc).isoformat()
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})
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return current_stage
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async def process_conversation_segments(conversation_id: str, db: AsyncSession):
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"""
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处理对话段落，生成章节
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Args:
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conversation_id: 对话 ID
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db: 数据库会话
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"""
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# 获取所有未处理的段落
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stmt = select(Segment).where(
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Segment.conversation_id == conversation_id,
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Segment.processed == False
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)
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result = await db.execute(stmt)
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segments = result.scalars().all()
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if not segments:
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return
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# 准备段落数据
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segments_data = [
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{"transcript_text": seg.transcript_text}
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for seg in segments
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]
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# 调用整理 Agent
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memory_agent = manager.memory_agent
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chapters_data = memory_agent.process_segments(segments_data)
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# 保存章节到数据库
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from database.models import Chapter as ChapterModel
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conversation = await db.get(Conversation, conversation_id)
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if not conversation:
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return
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for category, chapter_data in chapters_data.items():
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chapter = ChapterModel(
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id=str(uuid.uuid4()),
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user_id=conversation.user_id,
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title=chapter_data.get("title", f"章节-{category}"),
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content=chapter_data.get("content", ""),
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order_index=chapter_data.get("order_index", 999),
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status="completed",
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category=category,
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images=chapter_data.get("image_suggestions", [])
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)
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db.add(chapter)
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# 标记段落为已处理
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for seg in segments:
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seg.processed = True
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await db.commit()
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