feat: 初始化考培练系统项目
- 从服务器拉取完整代码 - 按框架规范整理项目结构 - 配置 Drone CI 测试环境部署 - 包含后端(FastAPI)、前端(Vue3)、管理端 技术栈: Vue3 + TypeScript + FastAPI + MySQL
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docs/规划/全链路联调/Ai工作流/coze/Coze-API文档.md
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docs/规划/全链路联调/Ai工作流/coze/Coze-API文档.md
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# Coze API 使用文档
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## 一、概述
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Coze是字节跳动推出的AI对话平台，提供强大的Bot开发和对话管理能力。本文档整理了考培练系统陪练功能需要使用的核心API。
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### 官方资源
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- **官方文档**: https://www.coze.cn/open/docs/developer_guides/chat_v3
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- **Python SDK**: https://github.com/coze-dev/coze-py
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- **API域名**: https://api.coze.cn (中国区)
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### 重要提示
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⚠️ **从GitHub获取的源码和示例默认使用 `COZE_COM_BASE_URL`，使用前必须改为 `COZE_CN_BASE_URL`**
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## 二、认证方式
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### 2.1 个人访问令牌 (Personal Access Token - 推荐)
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**获取方式**：
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1. 访问 https://www.coze.cn/open/oauth/pats
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2. 创建新的个人访问令牌
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3. 设置名称、有效期和权限
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4. 保存令牌（仅显示一次）
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**使用示例**：
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```python
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from cozepy import Coze, TokenAuth, COZE_CN_BASE_URL
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coze = Coze(
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auth=TokenAuth(token="pat_Sa5OiuUl0gDflnKstQTToIz0sSMshBV06diX0owOeuI1ZK1xDLH5YZH9fSeuKLIi"),
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base_url=COZE_CN_BASE_URL # 重要：使用中国区域名
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)
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```
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### 2.2 OAuth JWT认证 (生产环境推荐)
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```python
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from cozepy import Coze, JWTAuth, COZE_CN_BASE_URL
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from pathlib import Path
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coze = Coze(
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auth=JWTAuth(
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client_id="your_client_id",
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private_key=Path("private_key.pem").read_text(),
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public_key_id="your_public_key_id",
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ttl=900 # Token有效期（秒）
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),
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base_url=COZE_CN_BASE_URL
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)
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```
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## 三、核心API功能
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### 3.1 Bot对话 (Chat API)
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#### 流式对话 (推荐)
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**功能说明**：实时流式返回AI响应，适合陪练对话场景
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**示例代码**：
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```python
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from cozepy import Coze, TokenAuth, Message, ChatEventType, COZE_CN_BASE_URL
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coze = Coze(auth=TokenAuth(token="your_token"), base_url=COZE_CN_BASE_URL)
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# 创建流式对话
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stream = coze.chat.stream(
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bot_id='7560643598174683145', # 陪练Bot ID
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user_id='user_123', # 用户ID（业务系统的用户标识）
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additional_messages=[
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Message.build_user_question_text("你好，我想练习轻医美产品咨询"),
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],
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conversation_id='conv_abc', # 可选：关联对话ID
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)
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# 处理流式事件
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for event in stream:
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if event.event == ChatEventType.CONVERSATION_MESSAGE_DELTA:
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# 消息增量（实时打字效果）
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print(event.message.content, end="", flush=True)
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elif event.event == ChatEventType.CONVERSATION_MESSAGE_COMPLETED:
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# 消息完成
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print("\n消息完成")
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elif event.event == ChatEventType.CONVERSATION_CHAT_COMPLETED:
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# 对话完成
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print("Token用量:", event.chat.usage.token_count)
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break
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elif event.event == ChatEventType.CONVERSATION_CHAT_FAILED:
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# 对话失败
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print("对话失败:", event.chat.last_error)
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break
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```
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#### 非流式对话
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```python
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chat = coze.chat.create(
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bot_id='bot_id',
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user_id='user_id',
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additional_messages=[
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Message.build_user_question_text('你好')
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]
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)
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print(chat.content)
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```
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### 3.2 对话管理 (Conversation API)
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#### 创建对话
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```python
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# 创建新对话
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conversation = coze.conversations.create()
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print("对话ID:", conversation.id)
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```
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#### 获取对话列表
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```python
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# 获取Bot的对话列表
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conversations = coze.conversations.list(
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bot_id='bot_id',
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page_num=1,
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page_size=20
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)
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for conv in conversations.items:
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print(f"对话ID: {conv.id}, 创建时间: {conv.created_at}")
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```
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#### 删除对话
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```python
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# 删除指定对话
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coze.conversations.delete(conversation_id='conversation_id')
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```
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### 3.3 消息历史
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#### 获取对话消息
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```python
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# 获取指定对话的消息列表
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messages = coze.conversations.messages.list(
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conversation_id='conversation_id',
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page_num=1,
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page_size=50
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)
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for msg in messages.items:
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print(f"{msg.role}: {msg.content}")
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```
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### 3.4 中断对话
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```python
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# 中断正在进行的对话
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result = coze.chat.cancel(
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conversation_id='conversation_id',
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chat_id='chat_id'
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)
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```
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### 3.5 文件上传 (可选)
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```python
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from pathlib import Path
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# 上传文件（如音频文件）
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uploaded_file = coze.files.upload(file=Path('audio.wav'))
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print("文件ID:", uploaded_file.id)
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# 在消息中使用文件
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from cozepy import MessageObjectString
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message = Message.build_user_question_objects([
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MessageObjectString.build_audio(file_id=uploaded_file.id)
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])
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```
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## 四、事件类型说明
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### 4.1 ChatEventType枚举
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| 事件类型 | 说明 | 用途 |
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|---------|------|------|
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| `CONVERSATION_CHAT_CREATED` | 对话创建 | 获取chat_id和conversation_id |
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| `CONVERSATION_MESSAGE_DELTA` | 消息增量 | 实时显示打字效果 |
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| `CONVERSATION_MESSAGE_COMPLETED` | 消息完成 | 显示完整消息 |
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| `CONVERSATION_CHAT_COMPLETED` | 对话完成 | 统计Token用量、清理状态 |
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| `CONVERSATION_CHAT_FAILED` | 对话失败 | 错误处理、用户提示 |
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| `CONVERSATION_AUDIO_DELTA` | 音频增量 | 实时语音播放（语音对话） |
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### 4.2 事件对象结构
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```python
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# 消息增量事件
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event.event == ChatEventType.CONVERSATION_MESSAGE_DELTA
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event.message.content # 消息内容增量
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event.message.role # 消息角色：user/assistant
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# 对话完成事件
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event.event == ChatEventType.CONVERSATION_CHAT_COMPLETED
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event.chat.id # 对话ID
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event.chat.conversation_id # 会话ID
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event.chat.usage.token_count # Token用量
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event.chat.usage.input_count # 输入Token数
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event.chat.usage.output_count # 输出Token数
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# 对话失败事件
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event.event == ChatEventType.CONVERSATION_CHAT_FAILED
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event.chat.last_error # 错误信息
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```
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## 五、消息构建方法
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### 5.1 文本消息
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```python
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from cozepy import Message
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# 用户问题
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user_msg = Message.build_user_question_text("你好，我想了解产品")
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# 助手回答
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assistant_msg = Message.build_assistant_answer("好的，我来为您介绍")
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```
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### 5.2 多轮对话
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```python
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# 构建对话历史
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messages = [
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Message.build_user_question_text("第一个问题"),
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Message.build_assistant_answer("第一个回答"),
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Message.build_user_question_text("第二个问题"),
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]
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stream = coze.chat.stream(
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bot_id='bot_id',
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user_id='user_id',
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additional_messages=messages
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)
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```
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## 六、错误处理
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### 6.1 常见错误
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```python
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from cozepy.exception import CozePyError
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try:
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chat = coze.chat.create(bot_id='bot_id', user_id='user_id')
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except CozePyError as e:
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print(f"Coze API错误: {e}")
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# 处理错误
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```
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### 6.2 超时配置
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```python
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import httpx
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from cozepy import Coze, TokenAuth, SyncHTTPClient
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# 自定义超时设置
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http_client = SyncHTTPClient(timeout=httpx.Timeout(
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timeout=180.0, # 总超时
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connect=5.0 # 连接超时
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))
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coze = Coze(
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auth=TokenAuth(token="your_token"),
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base_url=COZE_CN_BASE_URL,
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http_client=http_client
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)
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```
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## 七、调试技巧
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### 7.1 日志配置
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```python
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import logging
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from cozepy import setup_logging
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# 启用DEBUG日志
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setup_logging(level=logging.DEBUG)
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```
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### 7.2 获取LogID
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```python
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# 每个请求都有唯一的logid用于排查问题
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bot = coze.bots.retrieve(bot_id='bot_id')
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print("LogID:", bot.response.logid)
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stream = coze.chat.stream(bot_id='bot_id', user_id='user_id')
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print("LogID:", stream.response.logid)
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```
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## 八、最佳实践
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### 8.1 陪练对话场景建议
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1. **使用流式响应**：提供更好的用户体验
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2. **传递对话上下文**：使用`conversation_id`保持多轮对话
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3. **合理设置超时**：陪练对话建议180秒超时
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4. **错误重试机制**：网络波动时自动重试
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5. **Token计数统计**：监控API使用成本
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### 8.2 用户ID设计
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```python
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# 推荐：使用业务系统的用户ID
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user_id = f"trainee_{user.id}" # trainee_123
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# 对话ID可包含场景信息
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conversation_id = f"practice_{scene_id}_{user_id}_{timestamp}"
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```
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### 8.3 场景参数传递
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可以通过Bot的系统提示词（Prompt）或参数传递场景信息：
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```python
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# 方式1：在用户消息中包含场景背景
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scene_context = """
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场景：轻医美产品咨询
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背景：客户是30岁女性，关注面部抗衰
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AI角色：扮演挑剔的客户，对价格敏感
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"""
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stream = coze.chat.stream(
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bot_id='bot_id',
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user_id='user_id',
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additional_messages=[
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Message.build_user_question_text(scene_context + "\n\n开始陪练")
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]
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)
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```
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## 九、性能优化
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### 9.1 连接复用
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```python
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# 全局初始化一次Coze客户端
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coze = Coze(auth=TokenAuth(token="your_token"), base_url=COZE_CN_BASE_URL)
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# 多次调用复用连接
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def handle_chat(user_id, message):
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stream = coze.chat.stream(bot_id='bot_id', user_id=user_id, ...)
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return stream
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```
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### 9.2 异步并发
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```python
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from cozepy import AsyncCoze, AsyncTokenAuth
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import asyncio
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async_coze = AsyncCoze(
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auth=AsyncTokenAuth(token="your_token"),
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base_url=COZE_CN_BASE_URL
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)
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async def concurrent_chats():
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tasks = [
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async_coze.chat.create(bot_id='bot_id', user_id=f'user_{i}')
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for i in range(10)
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]
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results = await asyncio.gather(*tasks)
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return results
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```
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## 十、陪练系统专用配置
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### 10.1 配置信息
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```python
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# 考培练系统陪练Bot配置
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COZE_API_BASE = "https://api.coze.cn"
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COZE_API_TOKEN = "pat_Sa5OiuUl0gDflnKstQTToIz0sSMshBV06diX0owOeuI1ZK1xDLH5YZH9fSeuKLIi"
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COZE_PRACTICE_BOT_ID = "7560643598174683145"
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```
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### 10.2 FastAPI集成示例
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```python
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from fastapi import FastAPI
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from fastapi.responses import StreamingResponse
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from cozepy import Coze, TokenAuth, Message, ChatEventType, COZE_CN_BASE_URL
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import json
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app = FastAPI()
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coze = Coze(auth=TokenAuth(token="your_token"), base_url=COZE_CN_BASE_URL)
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@app.post("/api/v1/practice/start")
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async def start_practice(user_id: str, message: str):
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"""开始陪练对话（SSE流式返回）"""
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def generate_stream():
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stream = coze.chat.stream(
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bot_id=COZE_PRACTICE_BOT_ID,
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user_id=user_id,
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additional_messages=[Message.build_user_question_text(message)]
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)
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for event in stream:
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if event.event == ChatEventType.CONVERSATION_MESSAGE_DELTA:
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yield f"event: message.delta\ndata: {json.dumps({'content': event.message.content})}\n\n"
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elif event.event == ChatEventType.CONVERSATION_CHAT_COMPLETED:
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yield f"event: done\ndata: [DONE]\n\n"
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return StreamingResponse(
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generate_stream(),
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media_type="text/event-stream"
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)
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```
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## 十一、参考资料
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- **Coze Python SDK GitHub**: https://github.com/coze-dev/coze-py
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- **示例代码目录**: `参考代码/coze-py-main/examples/`
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- **后端参考实现**: `参考代码/coze-chat-backend/main.py`
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- **官方文档**: https://www.coze.cn/open/docs
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---
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**文档维护**：本文档基于 Coze Python SDK v0.19.0 编写，最后更新时间：2025-10-13
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