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183
ai_main/client.py
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183
ai_main/client.py
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"""DeepSeek聊天客户端"""
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from datetime import datetime
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from typing import Dict, List, Optional
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from openai import OpenAI
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from session_manager import SessionManager
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class DeepSeekChatClient:
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"""简化的DeepSeek聊天客户端"""
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def __init__(self, api_key: str, db_path: str = None):
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"""
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初始化客户端
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Args:
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api_key: DeepSeek API密钥
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db_path: 数据库路径,默认为chat_sessions.db
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"""
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self.client = OpenAI(api_key=api_key, base_url='https://api.deepseek.com')
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self.session_manager = SessionManager(db_path)
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def chat(self, user_input: str, name: str, model: str = None,
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system_prompt: str = None, **kwargs) -> str:
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"""
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发送聊天消息
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Args:
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user_input: 用户输入的问题
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name: 会话名称
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model: 模型名称(仅在创建新会话时使用)
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system_prompt: 系统提示(仅在创建新会话时使用)
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**kwargs: 其他OpenAI API参数
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Returns:
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AI的回复内容
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"""
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# 获取或创建会话
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session = self.session_manager.get_or_create_session(
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name=name,
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model=model or 'deepseek-chat',
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system_prompt=system_prompt
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)
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# 保存用户消息
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self.session_manager.add_message(
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session_name=name,
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role='user',
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content=user_input,
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tokens=int(len(user_input) * 0.8)
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)
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# 构建消息列表
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messages = self._build_messages(session, user_input)
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# 调用API
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try:
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response = self.client.chat.completions.create(
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model=session.model,
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messages=messages,
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max_tokens=kwargs.get('max_tokens', 2000),
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temperature=kwargs.get('temperature', 0.7),
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stream=kwargs.get('stream', False)
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)
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# 处理响应
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ai_reply = response.choices[0].message.content
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# 保存AI回复
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self.session_manager.add_message(
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session_name=name,
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role='assistant',
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content=ai_reply,
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tokens=int(len(ai_reply) * 0.8)
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)
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return ai_reply
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except Exception as e:
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error_msg = f"API调用错误: {str(e)}"
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print(error_msg)
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# 保存错误信息
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self.session_manager.add_message(
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session_name=name,
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role='system',
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content=error_msg,
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metadata={'error': True, 'error_type': type(e).__name__}
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)
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return ""
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def _build_messages(self, session, user_input: str) -> List[Dict]:
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"""
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构建消息列表
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Args:
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session: 会话对象
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user_input: 用户输入
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Returns:
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消息列表
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"""
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# 获取会话历史
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history = self.session_manager.get_session_history(name=session.name, limit=10)
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messages = []
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# 添加系统提示(如果历史中没有)
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if not any(msg['role'] == 'system' for msg in history):
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messages.append({
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'role': 'system',
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'content': session.system_prompt
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})
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# 添加上下文历史
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messages.extend(history)
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# 添加当前用户消息
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messages.append({
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'role': 'user',
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'content': user_input
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})
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return messages
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def get_session_info(self, name: str) -> Dict:
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"""
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获取会话信息
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Args:
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name: 会话名称
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Returns:
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会话信息字典
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"""
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return self.session_manager.get_session_info(name)
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def list_sessions(self) -> List[Dict]:
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"""
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列出所有会话
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Returns:
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会话列表
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"""
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return self.session_manager.list_sessions()
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def export_session(self, name: str) -> Dict:
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"""
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导出会话数据
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Args:
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name: 会话名称
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Returns:
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导出的会话数据
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"""
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info = self.get_session_info(name)
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history = self.session_manager.get_session_history(name, limit=100)
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return {
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'session_info': info,
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'history': history,
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'exported_at': datetime.now().isoformat()
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}
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def clear_session_history(self, name: str, keep_system: bool = True) -> bool:
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"""
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清空会话历史(保留系统提示)
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Args:
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name: 会话名称
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keep_system: 是否保留系统提示
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Returns:
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是否成功
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"""
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return self.session_manager.clear_session_history(name, keep_system)
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def close(self):
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"""关闭客户端"""
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self.session_manager.close()
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