增加卡片交互流式输出的能力 (#315)

* 将ai交互切换为go-openai

* add stream

* ✨ feat(stream): 优化流式响应机制，实现实时卡片更新

- 将固定1.5秒更新改为基于300ms最小间隔的实时更新策略
- 新增内容缓冲区机制，避免过于频繁的API调用
- 改进流式中断处理，保护已接收的内容不丢失

🔧 chore(llm): 优化HTTP客户端配置

- 增加连接池设置（MaxIdleConns: 100, MaxIdleConnsPerHost: 10）
- 设置空闲连接超时时间为90秒
- 添加HTTP/2禁用选项注释，用于解决流式错误问题

📝 docs(stream): 更新流式更新策略文档

- 详细说明实时流式更新机制和缓冲策略
- 新增HTTP/2流式错误的故障排除指南
- 更新配置参数说明和建议范围

🐛 fix(stream): 修复流式中断时的内容丢失问题

- 在流式接收中断时，确保已接收的内容不会丢失
- 改进错误处理逻辑，区分有内容和无内容的情况

* modify ai

.claude/settings.local.json

@@ -0,0 +1,12 @@
+{
+  "permissions": {
+    "allow": [
+      "Bash(tree:*)",
+      "Bash(rm:*)",
+      "Bash(mkdir:*)",
+      "Bash(go mod tidy:*)",
+      "Bash(go build:*)",
+      "Bash(go get:*)"
+    ]
+  }
+}

STREAM_MODE.md

@@ -0,0 +1,337 @@
+# 流式输出功能使用指南
+
+## 功能概述
+
+项目已支持钉钉机器人的流式输出功能，可以让 AI 回答像打字一样逐字显示，提供更好的用户体验。
+
+## 两种流式模式
+
+### 1. 简化流式模式（推荐快速开始）
+
+**特点**:
+- 无需配置钉钉卡片模板
+- 直接使用累积内容一次性回复
+- 配置简单，开箱即用
+
+**配置方式**:
+
+在 `config.yml` 中添加:
+
+```yaml
+# 启用流式输出
+stream_mode: true
+```
+
+### 2. 高级流式卡片模式
+
+**特点**:
+- 使用钉钉互动卡片实现真正的流式更新
+- 内容逐步显示，类似 ChatGPT 网页版效果
+- 需要在钉钉开放平台创建卡片模板
+
+**配置方式**:
+
+在 `config.yml` 中添加:
+
+```yaml
+# 启用流式输出
+stream_mode: true
+# 钉钉卡片模板ID (可选，用于高级流式卡片模式)
+card_template_id: "your-card-template-id"
+```
+
+## 配置钉钉卡片模板（高级模式）
+
+### 步骤 1: 创建卡片模板
+
+1. 登录 [钉钉开放平台](https://open.dingtalk.com/)
+2. 进入你的应用 -> 互动卡片 -> 卡片模板管理
+3. 创建新模板，使用以下 JSON Schema:
+
+```json
+{
+  "type": "object",
+  "properties": {
+    "content": {
+      "type": "string",
+      "title": "内容"
+    }
+  }
+}
+```
+
+### 步骤 2: 设计卡片样式
+
+在卡片编辑器中，添加一个 Markdown 组件来显示 `content` 字段:
+
+```json
+{
+  "type": "markdown",
+  "text": "{{content}}"
+}
+```
+
+### 步骤 3: 发布并获取模板ID
+
+1. 保存并发布卡片模板
+2. 复制模板ID（类似: `4d18414c-aabc-4ec8-9e67-4ceefeada72a.schema`）
+3. 将模板ID填入 `config.yml` 的 `card_template_id` 字段
+
+## 完整配置示例
+
+```yaml
+# 日志级别
+log_level: "info"
+
+# OpenAI 配置
+api_key: "sk-..."
+model: "gpt-4o"
+base_url: ""  # 可选，用于 API 中转
+
+# 流式输出配置
+stream_mode: true                           # 启用流式输出
+card_template_id: ""                        # 可选：钉钉卡片模板ID
+
+# 其他配置...
+session_timeout: 600s
+max_question_len: 2048
+max_answer_len: 2048
+max_text: 4096
+default_mode: "单聊"
+```
+
+## 实现原理
+
+### 简化模式流程
+
+```
+用户提问 → OpenAI 流式响应 → 累积完整内容 → 一次性回复
+```
+
+### 高级卡片模式流程
+
+```
+用户提问
+  ↓
+创建钉钉卡片（空内容）
+  ↓
+发送初始状态 "稍等，让我想一想..."
+  ↓
+OpenAI 流式响应
+  ↓
+接收到内容 → 立即累积到缓冲区
+  ↓
+距离上次更新超过300ms? → 是 → 更新卡片
+  ↓ 否               ↓
+继续接收 ←-----------┘
+  ↓
+流式结束，发送最终内容（标记为完成）
+```
+
+## 技术架构
+
+### 新增文件
+
+1. **[pkg/llm/stream.go](pkg/llm/stream.go)**
+   - 实现 OpenAI 流式响应
+   - 提供 `SingleQaStream()` 和 `ContextQaStream()` API
+   - 支持 ChatCompletion 流式调用
+
+2. **[pkg/dingbot/stream.go](pkg/dingbot/stream.go)**
+   - 实现钉钉流式卡片更新
+   - 封装钉钉 Streaming Update API
+   - 提供 `UpdateAIStreamCard()` 方法
+
+3. **[pkg/process/stream.go](pkg/process/stream.go)**
+   - 实现流式处理逻辑
+   - `DoStream()` - 简化流式模式
+   - `DoStreamWithCard()` - 高级卡片模式
+   - 包含定时更新和错误处理
+
+### 改动文件
+
+1. **[config/config.go](config/config.go)**
+   - 添加 `StreamMode` 配置项
+   - 添加 `CardTemplateID` 配置项
+
+2. **[pkg/process/process_request.go](pkg/process/process_request.go)**
+   - 根据配置自动选择流式或普通模式
+   - 支持流式卡片和流式普通两种方式
+
+## API 使用示例
+
+### 在代码中使用流式 API
+
+```go
+import "github.com/eryajf/chatgpt-dingtalk/pkg/llm"
+
+// 单聊流式
+contentCh, cleanup, err := llm.SingleQaStream("你好", "user123")
+if err != nil {
+    log.Fatal(err)
+}
+defer cleanup()
+
+for content := range contentCh {
+    fmt.Print(content)  // 逐块输出
+}
+
+// 串聊流式
+client, contentCh, err := llm.ContextQaStream("继续", "user123")
+if err != nil {
+    log.Fatal(err)
+}
+defer client.Close()
+
+fullAnswer := ""
+for content := range contentCh {
+    fullAnswer += content
+    fmt.Print(content)
+}
+
+// 保存对话上下文
+client.ChatContext.SaveConversation("user123")
+```
+
+## 性能优化
+
+### 流式更新策略
+
+高级卡片模式采用**实时流式更新**策略:
+
+- 从大模型接收到内容后立即更新卡片
+- 使用缓冲机制避免更新过于频繁(默认最小间隔 **300ms**)
+- 这样可以实现真正的实时流式体验,类似 ChatGPT 网页版
+
+可以在 [pkg/process/stream.go](pkg/process/stream.go) 中修改最小更新间隔:
+
+```go
+minUpdateInterval := 300 * time.Millisecond  // 修改这里
+```
+
+建议范围：200ms - 500ms
+- 更小的间隔:更实时,但 API 调用更频繁
+- 更大的间隔:API 调用较少,但流式感觉不明显
+
+### 流式模式选择建议
+
+| 场景 | 推荐模式 | 原因 |
+|------|---------|------|
+| 快速部署 | 简化模式 | 无需额外配置 |
+| 追求体验 | 高级卡片模式 | 真正的流式显示 |
+| 高频使用 | 简化模式 | 减少 API 调用 |
+| 演示展示 | 高级卡片模式 | 视觉效果更好 |
+
+## 兼容性
+
+- ✅ 保持原有非流式模式完全兼容
+- ✅ 支持单聊和串聊两种对话模式
+- ✅ 支持所有 OpenAI 兼容的模型
+- ✅ 支持 Azure OpenAI
+- ✅ 保留敏感词过滤、请求限制等功能
+
+## 故障排查
+
+### 问题 1: 流式模式不生效
+
+**检查项**:
+1. 确认 `config.yml` 中 `stream_mode: true`
+2. 重启应用以加载新配置
+3. 查看日志是否有错误信息
+
+### 问题 2: 卡片模式无法显示 / 日志显示 "robot code is empty"
+
+**原因**: 这是正常的降级行为
+
+**说明**:
+- 高级卡片模式需要通过 `credentials` 配置才能工作
+- 如果没有配置 `credentials`，系统会自动降级为简化流式模式
+- 简化流式模式不需要卡片，依然可以正常工作
+
+**解决方案**:
+1. 如果想使用高级卡片模式，需要在 `config.yml` 中配置 `credentials`:
+   ```yaml
+   credentials:
+     - client_id: "your-app-key"
+       client_secret: "your-app-secret"
+   ```
+2. 如果不需要卡片模式，可以忽略这个警告，或者将 `card_template_id` 留空
+
+### 问题 3: 卡片模板配置正确但不显示
+
+**检查项**:
+1. 确认卡片模板ID正确
+2. 确认卡片模板已发布
+3. 确认钉钉应用有卡片权限
+4. 确认 `credentials` 配置正确
+5. 查看日志是否有降级提示
+
+### 问题 4: 流式响应中断
+
+**可能原因**:
+1. OpenAI API 超时 - 检查网络连接
+2. 钉钉 Access Token 过期 - 会自动刷新
+3. 上下文超过限制 - 减少 `max_text` 配置
+
+### 问题 5: HTTP/2 流式错误 "stream error: INTERNAL_ERROR"
+
+**错误信息**:
+```
+Post "https://api.xxx.com/v1/completions": stream error: stream ID 5; INTERNAL_ERROR; received from peer
+```
+
+**可能原因**:
+1. 上游 API 服务器内部错误或资源不足
+2. 网络不稳定,长连接中断
+3. HTTP/2 连接管理问题
+
+**解决方案**:
+1. **已优化**: 代码已优化 HTTP 客户端配置,增加连接池和超时设置
+2. **部分内容保护**: 如果已接收到部分内容,不会因错误而丢失
+3. **禁用 HTTP/2** (如果问题频繁): 在 [pkg/llm/client.go](pkg/llm/client.go) 中取消注释:
+   ```go
+   Transport: &http.Transport{
+       // ...
+       ForceAttemptHTTP2: false,  // 取消注释这行
+   }
+   ```
+   注意:禁用 HTTP/2 会降低性能,但可能更稳定
+
+4. **检查 API 服务器**: 如果使用中转服务,检查中转服务器的健康状况和资源
+
+## 智能降级机制
+
+系统实现了智能降级机制，确保即使高级功能无法使用，基础功能依然可用:
+
+```
+尝试高级卡片模式
+  ↓
+检查 RobotCode 是否存在
+  ↓ (否)
+降级为简化流式模式
+  ↓
+检查 credentials 配置
+  ↓ (无配置)
+降级为简化流式模式
+  ↓
+尝试创建卡片
+  ↓ (失败)
+降级为简化流式模式
+  ↓
+正常流式输出
+```
+
+这意味着：
+- ✅ 即使配置不完整，流式功能依然可用
+- ✅ 不会因为卡片失败而导致整个功能不可用
+- ✅ 日志会清楚地告诉你当前使用的是哪种模式
+
+## 参考资料
+
+- [钉钉流式消息更新 API](https://open.dingtalk.com/document/development/api-streamingupdate)
+- [OpenAI Streaming API](https://platform.openai.com/docs/api-reference/streaming)
+- [PandaWiki 项目参考实现](tmp/PandaWiki)
+
+## 贡献
+
+欢迎提交 Issue 和 Pull Request 来改进流式功能！

config.example.yml

@@ -71,3 +71,14 @@ azure_openai_token: "xxxxxxx"
 credentials:
   - client_id: "put-your-client-id-here"
     client_secret: "put-your-client-secret-here"
+
+# ==================== 流式输出配置 (新功能) ====================
+# 启用后，AI 回答将像打字一样逐字显示
+stream_mode: false  # true=启用流式输出, false=使用传统一次性回复
+
+# 钉钉卡片模板ID (可选，用于高级流式卡片模式)
+# 如果不配置，将使用简化流式模式(直接累积后回复)
+# 配置后，将使用钉钉互动卡片实现真正的流式更新
+# 获取方式: 在钉钉开放平台创建卡片模板后获得
+# 详细配置教程: 请查看 STREAM_MODE.md
+card_template_id: ""  # 例如: "4d18414c-aabc-4ec8-9e67-4ceefeada72a.schema"

config/config.go

@@ -79,6 +79,10 @@ type Configuration struct {
 	AzureOpenAIToken    string `yaml:"azure_openai_token"`
 	// 钉钉应用鉴权凭据
 	Credentials []Credential `yaml:"credentials"`
+	// 是否启用流式输出
+	StreamMode bool `yaml:"stream_mode"`
+	// 钉钉卡片模板ID(用于流式输出)
+	CardTemplateID string `yaml:"card_template_id"`
 }
 
 var (

go.mod

@@ -3,25 +3,37 @@ module github.com/eryajf/chatgpt-dingtalk
 go 1.22
 
 require (
+	github.com/alibabacloud-go/darabonba-openapi/v2 v2.0.12
+	github.com/alibabacloud-go/dingtalk v1.6.96
+	github.com/alibabacloud-go/tea v1.3.14
+	github.com/alibabacloud-go/tea-utils/v2 v2.0.7
 	github.com/charmbracelet/log v0.4.0
 	github.com/gin-gonic/gin v1.10.0
 	github.com/glebarez/sqlite v1.11.0
 	github.com/go-resty/resty/v2 v2.13.1
+	github.com/google/uuid v1.6.0
 	github.com/open-dingtalk/dingtalk-stream-sdk-go v0.9.0
+	github.com/pandodao/tokenizer-go v0.2.0
 	github.com/patrickmn/go-cache v2.1.0+incompatible
-	github.com/sashabaranov/go-openai v1.27.1
-	github.com/solywsh/chatgpt v0.0.14
+	github.com/sashabaranov/go-openai v1.41.2
+	golang.org/x/image v0.18.0
 	gopkg.in/yaml.v3 v3.0.1
 	gorm.io/gorm v1.25.11
 )
 
 require (
-	github.com/avast/retry-go v3.0.0+incompatible // indirect
+	github.com/alibabacloud-go/alibabacloud-gateway-spi v0.0.5 // indirect
+	github.com/alibabacloud-go/debug v1.0.1 // indirect
+	github.com/alibabacloud-go/gateway-dingtalk v1.0.2 // indirect
+	github.com/alibabacloud-go/openapi-util v0.1.1 // indirect
+	github.com/alibabacloud-go/tea-xml v1.1.3 // indirect
+	github.com/aliyun/credentials-go v1.4.6 // indirect
 	github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
 	github.com/bytedance/sonic v1.12.0 // indirect
 	github.com/bytedance/sonic/loader v0.2.0 // indirect
 	github.com/charmbracelet/lipgloss v0.12.1 // indirect
 	github.com/charmbracelet/x/ansi v0.1.4 // indirect
+	github.com/clbanning/mxj/v2 v2.7.0 // indirect
 	github.com/cloudwego/base64x v0.1.4 // indirect
 	github.com/cloudwego/iasm v0.2.0 // indirect
 	github.com/dlclark/regexp2 v1.11.2 // indirect
@@ -38,7 +50,6 @@ require (
 	github.com/go-sourcemap/sourcemap v2.1.4+incompatible // indirect
 	github.com/goccy/go-json v0.10.3 // indirect
 	github.com/google/pprof v0.0.0-20240727154555-813a5fbdbec8 // indirect
-	github.com/google/uuid v1.6.0 // indirect
 	github.com/gorilla/websocket v1.5.0 // indirect
 	github.com/jinzhu/inflection v1.0.0 // indirect
 	github.com/jinzhu/now v1.1.5 // indirect
@@ -52,24 +63,22 @@ require (
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/muesli/termenv v0.15.2 // indirect
 	github.com/ncruces/go-strftime v0.1.9 // indirect
-	github.com/pandodao/tokenizer-go v0.2.0 // indirect
 	github.com/pelletier/go-toml/v2 v2.2.2 // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
 	github.com/rivo/uniseg v0.4.7 // indirect
+	github.com/tjfoc/gmsm v1.4.1 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/ugorji/go/codec v1.2.12 // indirect
 	golang.org/x/arch v0.8.0 // indirect
 	golang.org/x/crypto v0.25.0 // indirect
 	golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56 // indirect
-	golang.org/x/image v0.18.0 // indirect
 	golang.org/x/net v0.27.0 // indirect
 	golang.org/x/sys v0.22.0 // indirect
 	golang.org/x/text v0.16.0 // indirect
 	google.golang.org/protobuf v1.34.2 // indirect
+	gopkg.in/ini.v1 v1.67.0 // indirect
 	modernc.org/libc v1.55.6 // indirect
 	modernc.org/mathutil v1.6.0 // indirect
 	modernc.org/memory v1.8.0 // indirect
 	modernc.org/sqlite v1.31.1 // indirect
 )
-
-replace github.com/solywsh/chatgpt => ./pkg/chatgpt

go.sum

@@ -1,5 +1,57 @@
-github.com/avast/retry-go v3.0.0+incompatible h1:4SOWQ7Qs+oroOTQOYnAHqelpCO0biHSxpiH9JdtuBj0=
-github.com/avast/retry-go v3.0.0+incompatible/go.mod h1:XtSnn+n/sHqQIpZ10K1qAevBhOOCWBLXXy3hyiqqBrY=
+cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
+github.com/alibabacloud-go/alibabacloud-gateway-pop v0.0.6 h1:eIf+iGJxdU4U9ypaUfbtOWCsZSbTb8AUHvyPrxu6mAA=
+github.com/alibabacloud-go/alibabacloud-gateway-pop v0.0.6/go.mod h1:4EUIoxs/do24zMOGGqYVWgw0s9NtiylnJglOeEB5UJo=
+github.com/alibabacloud-go/alibabacloud-gateway-spi v0.0.4/go.mod h1:sCavSAvdzOjul4cEqeVtvlSaSScfNsTQ+46HwlTL1hc=
+github.com/alibabacloud-go/alibabacloud-gateway-spi v0.0.5 h1:zE8vH9C7JiZLNJJQ5OwjU9mSi4T9ef9u3BURT6LCLC8=
+github.com/alibabacloud-go/alibabacloud-gateway-spi v0.0.5/go.mod h1:tWnyE9AjF8J8qqLk645oUmVUnFybApTQWklQmi5tY6g=
+github.com/alibabacloud-go/darabonba-array v0.1.0 h1:vR8s7b1fWAQIjEjWnuF0JiKsCvclSRTfDzZHTYqfufY=
+github.com/alibabacloud-go/darabonba-array v0.1.0/go.mod h1:BLKxr0brnggqOJPqT09DFJ8g3fsDshapUD3C3aOEFaI=
+github.com/alibabacloud-go/darabonba-encode-util v0.0.2 h1:1uJGrbsGEVqWcWxrS9MyC2NG0Ax+GpOM5gtupki31XE=
+github.com/alibabacloud-go/darabonba-encode-util v0.0.2/go.mod h1:JiW9higWHYXm7F4PKuMgEUETNZasrDM6vqVr/Can7H8=
+github.com/alibabacloud-go/darabonba-map v0.0.2 h1:qvPnGB4+dJbJIxOOfawxzF3hzMnIpjmafa0qOTp6udc=
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@@ -28,6 +86,9 @@ github.com/dop251/goja_nodejs v0.0.0-20240728170619-29b559befffc h1:MKYt39yZJi0Z
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@@ -54,6 +115,21 @@ github.com/go-sourcemap/sourcemap v2.1.4+incompatible h1:a+iTbH5auLKxaNwQFg0B+TC
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 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
@@ -162,21 +304,34 @@ golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.16.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.17.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.18.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.21.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.22.0 h1:RI27ohtqKCnwULzJLqkv897zojh5/DwS/ENaMzUOaWI=
 golang.org/x/sys v0.22.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/telemetry v0.0.0-20240228155512-f48c80bd79b2/go.mod h1:TeRTkGYfJXctD9OcfyVLyj2J3IxLnKwHJR8f4D8a3YE=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
 golang.org/x/term v0.8.0/go.mod h1:xPskH00ivmX89bAKVGSKKtLOWNx2+17Eiy94tnKShWo=
+golang.org/x/term v0.12.0/go.mod h1:owVbMEjm3cBLCHdkQu9b1opXd4ETQWc3BhuQGKgXgvU=
+golang.org/x/term v0.13.0/go.mod h1:LTmsnFJwVN6bCy1rVCoS+qHT1HhALEFxKncY3WNNh4U=
+golang.org/x/term v0.16.0/go.mod h1:yn7UURbUtPyrVJPGPq404EukNFxcm/foM+bV/bfcDsY=
 golang.org/x/term v0.17.0/go.mod h1:lLRBjIVuehSbZlaOtGMbcMncT+aqLLLmKrsjNrUguwk=
+golang.org/x/term v0.18.0/go.mod h1:ILwASektA3OnRv7amZ1xhE/KTR+u50pbXfZ03+6Nx58=
 golang.org/x/term v0.20.0/go.mod h1:8UkIAJTvZgivsXaD6/pH6U9ecQzZ45awqEOzuCvwpFY=
+golang.org/x/term v0.21.0/go.mod h1:ooXLefLobQVslOqselCNF4SxFAaoS6KujMbsGzSDmX0=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
+golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
 golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
+golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
 golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 golang.org/x/text v0.16.0 h1:a94ExnEXNtEwYLGJSIUxnWoxoRz/ZcCsV63ROupILh4=
@@ -184,16 +339,46 @@ golang.org/x/text v0.16.0/go.mod h1:GhwF1Be+LQoKShO3cGOHzqOgRrGaYc9AvblQOmPVHnI=
 golang.org/x/time v0.5.0 h1:o7cqy6amK/52YcAKIPlM3a+Fpj35zvRj2TP+e1xFSfk=
 golang.org/x/time v0.5.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
+golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
+golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY=
+golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs=
+golang.org/x/tools v0.0.0-20190328211700-ab21143f2384/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs=
+golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q=
 golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
+golang.org/x/tools v0.0.0-20200509030707-2212a7e161a5/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
 golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
+golang.org/x/tools v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
+golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
 golang.org/x/tools v0.23.0 h1:SGsXPZ+2l4JsgaCKkx+FQ9YZ5XEtA1GZYuoDjenLjvg=
 golang.org/x/tools v0.23.0/go.mod h1:pnu6ufv6vQkll6szChhK3C3L/ruaIv5eBeztNG8wtsI=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
+google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
+google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
+google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc=
+google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
+google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
+google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY=
+google.golang.org/grpc v1.31.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
+google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
+google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
+google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
+google.golang.org/protobuf v1.20.1-0.20200309200217-e05f789c0967/go.mod h1:A+miEFZTKqfCUM6K7xSMQL9OKL/b6hQv+e19PK+JZNE=
+google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzikPIcrTAo=
+google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg=
 google.golang.org/protobuf v1.34.2/go.mod h1:qYOHts0dSfpeUzUFpOMr/WGzszTmLH+DiWniOlNbLDw=
-gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f h1:BLraFXnmrev5lT+xlilqcH8XK9/i0At2xKjWk4p6zsU=
+gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/ini.v1 v1.56.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
+gopkg.in/ini.v1 v1.67.0 h1:Dgnx+6+nfE+IfzjUEISNeydPJh9AXNNsWbGP9KzCsOA=
+gopkg.in/ini.v1 v1.67.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
+gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
 gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
@@ -201,6 +386,8 @@ gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gorm.io/gorm v1.25.11 h1:/Wfyg1B/je1hnDx3sMkX+gAlxrlZpn6X0BXRlwXlvHg=
 gorm.io/gorm v1.25.11/go.mod h1:xh7N7RHfYlNc5EmcI/El95gXusucDrQnHXe0+CgWcLQ=
+honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
+honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 modernc.org/cc/v4 v4.21.4 h1:3Be/Rdo1fpr8GrQ7IVw9OHtplU4gWbb+wNgeoBMmGLQ=
 modernc.org/cc/v4 v4.21.4/go.mod h1:HM7VJTZbUCR3rV8EYBi9wxnJ0ZBRiGE5OeGXNA0IsLQ=
 modernc.org/ccgo/v4 v4.20.5 h1:s04akhT2dysD0DFOlv9fkQ6oUTLPYgMnnDk9oaqjszM=

main.go

@@ -86,7 +86,7 @@ func (r *ChatReceiver) OnChatBotMessageReceived(ctx context.Context, data *chatb
 		IsInAtList:                data.IsInAtList,
 		SessionWebhook:            data.SessionWebhook,
 		Text:                      dingbot.Text(data.Text),
-		RobotCode:                 "",
+		RobotCode:                 r.clientId, // 使用 clientId 作为 RobotCode
 		Msgtype:                   dingbot.MsgType(data.Msgtype),
 	}
 	clientId := r.clientId

pkg/chatgpt/LICENSE

@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2022 Shihao
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.

pkg/chatgpt/README.md

@@ -1 +0,0 @@
-> 因为三方包写死了很多参数，这里转到本地，便于二次改造。 感谢：https://github.com/solywsh/chatgpt

pkg/chatgpt/chatgpt_test.go

@@ -1,31 +0,0 @@
-package chatgpt
-
-import (
-	"fmt"
-	"testing"
-)
-
-func TestChatGPT_ChatWithContext(t *testing.T) {
-	chat := New("")
-	defer chat.Close()
-	//go func() {
-	//	select {
-	//	case <-chat.GetDoneChan():
-	//		fmt.Println("time out")
-	//	}
-	//}()
-	question := "现在你是一只猫，接下来你只能用\"喵喵喵\"回答."
-	fmt.Printf("Q: %s\n", question)
-	answer, err := chat.ChatWithContext(question)
-	if err != nil {
-		fmt.Println(err)
-	}
-	fmt.Printf("A: %s\n", answer)
-	question = "你是一只猫吗？"
-	fmt.Printf("Q: %s\n", question)
-	answer, err = chat.ChatWithContext(question)
-	if err != nil {
-		fmt.Println(err)
-	}
-	fmt.Printf("A: %s\n", answer)
-}

pkg/chatgpt/context.go

@@ -1,343 +0,0 @@
-package chatgpt
-
-import (
-	"bytes"
-	"context"
-	"encoding/base64"
-	"encoding/gob"
-	"errors"
-	"fmt"
-
-	"golang.org/x/image/webp"
-	"image"
-	_ "image/gif"
-	_ "image/jpeg"
-	"image/png"
-
-	"os"
-	"strings"
-	"time"
-
-	"github.com/pandodao/tokenizer-go"
-	openai "github.com/sashabaranov/go-openai"
-
-	"github.com/eryajf/chatgpt-dingtalk/pkg/dingbot"
-	"github.com/eryajf/chatgpt-dingtalk/public"
-)
-
-var (
-	DefaultAiRole    = "AI"
-	DefaultHumanRole = "Human"
-
-	DefaultCharacter  = []string{"helpful", "creative", "clever", "friendly", "lovely", "talkative"}
-	DefaultBackground = "The following is a conversation with AI assistant. The assistant is %s"
-	DefaultPreset     = "\n%s: 你好，让我们开始愉快的谈话！\n%s: 我是 AI assistant ，请问你有什么问题？"
-)
-
-type (
-	ChatContext struct {
-		background  string // 对话背景
-		preset      string // 预设对话
-		maxSeqTimes int    // 最大对话次数
-		aiRole      *role  // AI角色
-		humanRole   *role  // 人类角色
-
-		old        []conversation // 旧对话
-		restartSeq string         // 重新开始对话的标识
-		startSeq   string         // 开始对话的标识
-
-		seqTimes int // 对话次数
-
-		maintainSeqTimes bool // 是否维护对话次数 (自动移除旧对话)
-	}
-
-	ChatContextOption func(*ChatContext)
-
-	conversation struct {
-		Role   *role
-		Prompt string
-	}
-
-	role struct {
-		Name string
-	}
-)
-
-func NewContext(options ...ChatContextOption) *ChatContext {
-	ctx := &ChatContext{
-		aiRole:           &role{Name: DefaultAiRole},
-		humanRole:        &role{Name: DefaultHumanRole},
-		background:       "",
-		maxSeqTimes:      1000,
-		preset:           "",
-		old:              []conversation{},
-		seqTimes:         0,
-		restartSeq:       "\n" + DefaultHumanRole + ": ",
-		startSeq:         "\n" + DefaultAiRole + ": ",
-		maintainSeqTimes: false,
-	}
-
-	for _, option := range options {
-		option(ctx)
-	}
-	return ctx
-}
-
-// PollConversation 移除最旧的一则对话
-func (c *ChatContext) PollConversation() {
-	c.old = c.old[1:]
-	c.seqTimes--
-}
-
-// ResetConversation 重置对话
-func (c *ChatContext) ResetConversation(userid string) {
-	public.UserService.ClearUserSessionContext(userid)
-}
-
-// SaveConversation 保存对话
-func (c *ChatContext) SaveConversation(userid string) error {
-	var buffer bytes.Buffer
-	enc := gob.NewEncoder(&buffer)
-	err := enc.Encode(c.old)
-	if err != nil {
-		return err
-	}
-	public.UserService.SetUserSessionContext(userid, buffer.String())
-	return nil
-}
-
-// LoadConversation 加载对话
-func (c *ChatContext) LoadConversation(userid string) error {
-	dec := gob.NewDecoder(strings.NewReader(public.UserService.GetUserSessionContext(userid)))
-	err := dec.Decode(&c.old)
-	if err != nil {
-		return err
-	}
-	c.seqTimes = len(c.old)
-	return nil
-}
-
-func (c *ChatContext) SetHumanRole(role string) {
-	c.humanRole.Name = role
-	c.restartSeq = "\n" + c.humanRole.Name + ": "
-}
-
-func (c *ChatContext) SetAiRole(role string) {
-	c.aiRole.Name = role
-	c.startSeq = "\n" + c.aiRole.Name + ": "
-}
-
-func (c *ChatContext) SetMaxSeqTimes(times int) {
-	c.maxSeqTimes = times
-}
-
-func (c *ChatContext) GetMaxSeqTimes() int {
-	return c.maxSeqTimes
-}
-
-func (c *ChatContext) SetBackground(background string) {
-	c.background = background
-}
-
-func (c *ChatContext) SetPreset(preset string) {
-	c.preset = preset
-}
-
-// 通过 base64 编码字符串开头字符判断图像类型
-func getImageTypeFromBase64(base64Str string) string {
-	switch {
-	case strings.HasPrefix(base64Str, "/9j/"):
-		return "JPEG"
-	case strings.HasPrefix(base64Str, "iVBOR"):
-		return "PNG"
-	case strings.HasPrefix(base64Str, "R0lG"):
-		return "GIF"
-	case strings.HasPrefix(base64Str, "UklG"):
-		return "WebP"
-	default:
-		return "Unknown"
-	}
-}
-
-func (c *ChatGPT) ChatWithContext(question string) (answer string, err error) {
-	question = question + "."
-	if tokenizer.MustCalToken(question) > c.maxQuestionLen {
-		return "", OverMaxQuestionLength
-	}
-	if c.ChatContext.seqTimes >= c.ChatContext.maxSeqTimes {
-		if c.ChatContext.maintainSeqTimes {
-			c.ChatContext.PollConversation()
-		} else {
-			return "", OverMaxSequenceTimes
-		}
-	}
-	var promptTable []string
-	promptTable = append(promptTable, c.ChatContext.background)
-	promptTable = append(promptTable, c.ChatContext.preset)
-	for _, v := range c.ChatContext.old {
-		if v.Role == c.ChatContext.humanRole {
-			promptTable = append(promptTable, "\n"+v.Role.Name+": "+v.Prompt)
-		} else {
-			promptTable = append(promptTable, v.Role.Name+": "+v.Prompt)
-		}
-	}
-	promptTable = append(promptTable, "\n"+c.ChatContext.restartSeq+question)
-	prompt := strings.Join(promptTable, "\n")
-	prompt += c.ChatContext.startSeq
-	// 删除对话，直到prompt的长度满足条件
-	for tokenizer.MustCalToken(prompt) > c.maxText {
-		if len(c.ChatContext.old) > 1 { // 至少保留一条记录
-			c.ChatContext.PollConversation() // 删除最旧的一条对话
-			// 重新构建 prompt，计算长度
-			promptTable = promptTable[1:] // 删除promptTable中对应的对话
-			prompt = strings.Join(promptTable, "\n") + c.ChatContext.startSeq
-		} else {
-			break // 如果已经只剩一条记录，那么跳出循环
-		}
-	}
-	//	if tokenizer.MustCalToken(prompt) > c.maxText-c.maxAnswerLen {
-	//		return "", OverMaxTextLength
-	//	}
-	model := public.Config.Model
-	userId := c.userId
-	if public.Config.AzureOn {
-		userId = ""
-	}
-	if isModelSupportedChatCompletions(model) {
-		req := openai.ChatCompletionRequest{
-			Model: model,
-			Messages: []openai.ChatCompletionMessage{
-				{
-					Role:    "user",
-					Content: prompt,
-				},
-			},
-			MaxTokens:   c.maxAnswerLen,
-			Temperature: 0.6,
-			User:        userId,
-		}
-		resp, err := c.client.CreateChatCompletion(c.ctx, req)
-		if err != nil {
-			return "", err
-		}
-		resp.Choices[0].Message.Content = formatAnswer(resp.Choices[0].Message.Content)
-		c.ChatContext.old = append(c.ChatContext.old, conversation{
-			Role:   c.ChatContext.humanRole,
-			Prompt: question,
-		})
-		c.ChatContext.old = append(c.ChatContext.old, conversation{
-			Role:   c.ChatContext.aiRole,
-			Prompt: resp.Choices[0].Message.Content,
-		})
-		c.ChatContext.seqTimes++
-		return resp.Choices[0].Message.Content, nil
-	} else {
-		req := openai.CompletionRequest{
-			Model:       model,
-			MaxTokens:   c.maxAnswerLen,
-			Prompt:      prompt,
-			Temperature: 0.6,
-			User:        c.userId,
-			Stop:        []string{c.ChatContext.aiRole.Name + ":", c.ChatContext.humanRole.Name + ":"},
-		}
-		resp, err := c.client.CreateCompletion(c.ctx, req)
-		if err != nil {
-			return "", err
-		}
-		resp.Choices[0].Text = formatAnswer(resp.Choices[0].Text)
-		c.ChatContext.old = append(c.ChatContext.old, conversation{
-			Role:   c.ChatContext.humanRole,
-			Prompt: question,
-		})
-		c.ChatContext.old = append(c.ChatContext.old, conversation{
-			Role:   c.ChatContext.aiRole,
-			Prompt: resp.Choices[0].Text,
-		})
-		c.ChatContext.seqTimes++
-		return resp.Choices[0].Text, nil
-	}
-}
-func (c *ChatGPT) GenerateImage(ctx context.Context, prompt string) (string, error) {
-	model := public.Config.Model
-	imageModel := public.Config.ImageModel
-	if isModelSupportedChatCompletions(model) {
-		req := openai.ImageRequest{
-			Prompt:         prompt,
-			Model:          imageModel,
-			Size:           openai.CreateImageSize1024x1024,
-			ResponseFormat: openai.CreateImageResponseFormatB64JSON,
-			N:              1,
-			User:           c.userId,
-		}
-		respBase64, err := c.client.CreateImage(c.ctx, req)
-		if err != nil {
-			return "", err
-		}
-		imgBytes, err := base64.StdEncoding.DecodeString(respBase64.Data[0].B64JSON)
-		if err != nil {
-			return "", err
-		}
-
-		r := bytes.NewReader(imgBytes)
-
-		// dall-e-3 返回的是 WebP 格式的图片，需要判断处理
-		imgType := getImageTypeFromBase64(respBase64.Data[0].B64JSON)
-		var imgData image.Image
-		var imgErr error
-		if imgType == "WebP" {
-			imgData, imgErr = webp.Decode(r)
-		} else {
-			imgData, _, imgErr = image.Decode(r)
-		}
-		if imgErr != nil {
-			return "", imgErr
-		}
-
-		imageName := time.Now().Format("20060102-150405") + ".png"
-		clientId, _ := ctx.Value(public.DingTalkClientIdKeyName).(string)
-		client := public.DingTalkClientManager.GetClientByOAuthClientID(clientId)
-		mediaResult, uploadErr := &dingbot.MediaUploadResult{}, errors.New(fmt.Sprintf("unknown clientId: %s", clientId))
-		if client != nil {
-			mediaResult, uploadErr = client.UploadMedia(imgBytes, imageName, dingbot.MediaTypeImage, dingbot.MimeTypeImagePng)
-		}
-
-		err = os.MkdirAll("data/images", 0755)
-		if err != nil {
-			return "", err
-		}
-		file, err := os.Create("data/images/" + imageName)
-		if err != nil {
-			return "", err
-		}
-		defer file.Close()
-
-		if err := png.Encode(file, imgData); err != nil {
-			return "", err
-		}
-		if uploadErr == nil {
-			return mediaResult.MediaID, nil
-		} else {
-			return public.Config.ServiceURL + "/images/" + imageName, nil
-		}
-	}
-	return "", nil
-}
-
-func WithMaxSeqTimes(times int) ChatContextOption {
-	return func(c *ChatContext) {
-		c.SetMaxSeqTimes(times)
-	}
-}
-
-// WithOldConversation 从文件中加载对话
-func WithOldConversation(userid string) ChatContextOption {
-	return func(c *ChatContext) {
-		_ = c.LoadConversation(userid)
-	}
-}
-
-func WithMaintainSeqTimes(maintain bool) ChatContextOption {
-	return func(c *ChatContext) {
-		c.maintainSeqTimes = maintain
-	}
-}

pkg/chatgpt/context_test.go

@@ -1,81 +0,0 @@
-package chatgpt
-
-import (
-	"os"
-	"testing"
-)
-
-func TestOfflineContext(t *testing.T) {
-	key := os.Getenv("CHATGPT_API_KEY")
-	if key == "" {
-		t.Skip("CHATGPT_API_KEY is not set")
-	}
-	cli := New("")
-	reply, err := cli.ChatWithContext("我叫老三，你是？")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	t.Logf("我叫老三，你是？ => %s", reply)
-
-	err = cli.ChatContext.SaveConversation("test.conversation")
-	if err != nil {
-		t.Fatalf("储存对话记录失败: %v", err)
-	}
-	cli.ChatContext.ResetConversation("")
-
-	reply, err = cli.ChatWithContext("你知道我是谁吗?")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	t.Logf("你知道我是谁吗? => %s", reply)
-	// assert.NotContains(t, reply, "老三")
-
-	err = cli.ChatContext.LoadConversation("test.conversation")
-	if err != nil {
-		t.Fatalf("读取对话记录失败: %v", err)
-	}
-
-	reply, err = cli.ChatWithContext("你知道我是谁吗?")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	t.Logf("你知道我是谁吗? => %s", reply)
-
-	// AI 理应知道他叫老三
-	// assert.Contains(t, reply, "老三")
-}
-
-func TestMaintainContext(t *testing.T) {
-	key := os.Getenv("CHATGPT_API_KEY")
-	if key == "" {
-		t.Skip("CHATGPT_API_KEY is not set")
-	}
-	cli := New("")
-	cli.ChatContext = NewContext(
-		WithMaxSeqTimes(1),
-		WithMaintainSeqTimes(true),
-	)
-
-	reply, err := cli.ChatWithContext("我叫老三，你是？")
-	if err != nil {
-		t.Fatal(err)
-	}
-	t.Logf("我叫老三，你是？ => %s", reply)
-
-	reply, err = cli.ChatWithContext("你知道我是谁吗?")
-	if err != nil {
-		t.Fatal(err)
-	}
-	t.Logf("你知道我是谁吗? => %s", reply)
-
-	// 对话次数已经超过 1 次，因此最先前的对话已被移除，AI 理应不知道他叫老三
-	// assert.NotContains(t, reply, "老三")
-}
-
-func init() {
-	// 本地加载适用于本地测试，如果要在github进行测试，可以透过传入 secrets 到环境参数
-	// _ = godotenv.Load(".env.local")
-}

pkg/chatgpt/errors.go

@@ -1,12 +0,0 @@
-package chatgpt
-
-import "errors"
-
-// OverMaxSequenceTimes 超过最大对话时间
-var OverMaxSequenceTimes = errors.New("maximum conversation times exceeded")
-
-// OverMaxTextLength 超过最大文本长度
-var OverMaxTextLength = errors.New("maximum text length exceeded")
-
-// OverMaxQuestionLength 超过最大问题长度
-var OverMaxQuestionLength = errors.New("maximum question length exceeded")

pkg/chatgpt/export.go

@@ -1,83 +0,0 @@
-package chatgpt
-
-import (
-	"context"
-	"time"
-
-	"github.com/avast/retry-go"
-
-	"github.com/eryajf/chatgpt-dingtalk/pkg/logger"
-	"github.com/eryajf/chatgpt-dingtalk/public"
-)
-
-// SingleQa 单聊
-func SingleQa(question, userId string) (answer string, err error) {
-	chat := New(userId)
-	defer chat.Close()
-	// 定义一个重试策略
-	retryStrategy := []retry.Option{
-		retry.Delay(100 * time.Millisecond),
-		retry.Attempts(3),
-		retry.LastErrorOnly(true),
-	}
-	// 使用重试策略进行重试
-	err = retry.Do(
-		func() error {
-			answer, err = chat.ChatWithContext(question)
-			if err != nil {
-				return err
-			}
-			return nil
-		},
-		retryStrategy...)
-	return
-}
-
-// ContextQa 串聊
-func ContextQa(question, userId string) (chat *ChatGPT, answer string, err error) {
-	chat = New(userId)
-	if public.UserService.GetUserSessionContext(userId) != "" {
-		err := chat.ChatContext.LoadConversation(userId)
-		if err != nil {
-			logger.Warning("load station failed: %v\n", err)
-		}
-	}
-	retryStrategy := []retry.Option{
-		retry.Delay(100 * time.Millisecond),
-		retry.Attempts(3),
-		retry.LastErrorOnly(true)}
-	// 使用重试策略进行重试
-	err = retry.Do(
-		func() error {
-			answer, err = chat.ChatWithContext(question)
-			if err != nil {
-				return err
-			}
-			return nil
-		},
-		retryStrategy...)
-	return
-}
-
-// ImageQa 生成图片
-func ImageQa(ctx context.Context, question, userId string) (answer string, err error) {
-	chat := New(userId)
-	defer chat.Close()
-	// 定义一个重试策略
-	retryStrategy := []retry.Option{
-		retry.Delay(100 * time.Millisecond),
-		retry.Attempts(3),
-		retry.LastErrorOnly(true),
-	}
-	// 使用重试策略进行重试
-	err = retry.Do(
-		func() error {
-			answer, err = chat.GenerateImage(ctx, question)
-			if err != nil {
-				return err
-			}
-			return nil
-		},
-		retryStrategy...)
-	return
-}

pkg/chatgpt/format.go

@@ -1,21 +0,0 @@
-package chatgpt
-
-import (
-	"regexp"
-	"strings"
-)
-
-// 适配 deepseek r1
-func formatAnswer(answer string) string {
-	answer = strings.TrimSpace(answer)
-
-	re := regexp.MustCompile(`(?s)<think>.*?</think>`)
-	answer = re.ReplaceAllString(answer, "")
-
-	answer = strings.ReplaceAll(answer, "<think>", "")
-	answer = strings.ReplaceAll(answer, "</think>", "")
-
-	answer = strings.TrimSpace(answer)
-
-	return answer
-}

pkg/chatgpt/go.mod

@@ -1,51 +0,0 @@
-module chatgpt
-
-go 1.22
-
-toolchain go1.22.5
-
-require (
-	github.com/avast/retry-go v3.0.0+incompatible
-	github.com/chai2010/webp v1.1.1
-	github.com/eryajf/chatgpt-dingtalk v1.0.11
-	github.com/pandodao/tokenizer-go v0.2.0
-	github.com/sashabaranov/go-openai v1.27.1
-)
-
-replace github.com/eryajf/chatgpt-dingtalk v1.0.11 => ../..
-
-require (
-	github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
-	github.com/charmbracelet/lipgloss v0.12.1 // indirect
-	github.com/charmbracelet/log v0.4.0 // indirect
-	github.com/dlclark/regexp2 v1.11.2 // indirect
-	github.com/dop251/goja v0.0.0-20240707163329-b1681fb2a2f5 // indirect
-	github.com/dop251/goja_nodejs v0.0.0-20240728170619-29b559befffc // indirect
-	github.com/dustin/go-humanize v1.0.1 // indirect
-	github.com/glebarez/go-sqlite v1.22.0 // indirect
-	github.com/glebarez/sqlite v1.11.0 // indirect
-	github.com/go-logfmt/logfmt v0.6.0 // indirect
-	github.com/go-resty/resty/v2 v2.13.1 // indirect
-	github.com/go-sourcemap/sourcemap v2.1.4+incompatible // indirect
-	github.com/google/pprof v0.0.0-20240727154555-813a5fbdbec8 // indirect
-	github.com/google/uuid v1.6.0 // indirect
-	github.com/jinzhu/inflection v1.0.0 // indirect
-	github.com/jinzhu/now v1.1.5 // indirect
-	github.com/lucasb-eyer/go-colorful v1.2.0 // indirect
-	github.com/mattn/go-isatty v0.0.20 // indirect
-	github.com/mattn/go-runewidth v0.0.16 // indirect
-	github.com/muesli/reflow v0.3.0 // indirect
-	github.com/muesli/termenv v0.15.2 // indirect
-	github.com/patrickmn/go-cache v2.1.0+incompatible // indirect
-	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
-	github.com/rivo/uniseg v0.4.7 // indirect
-	golang.org/x/net v0.27.0 // indirect
-	golang.org/x/sys v0.22.0 // indirect
-	golang.org/x/text v0.16.0 // indirect
-	gopkg.in/yaml.v2 v2.4.0 // indirect
-	gorm.io/gorm v1.25.11 // indirect
-	modernc.org/libc v1.55.6 // indirect
-	modernc.org/mathutil v1.6.0 // indirect
-	modernc.org/memory v1.8.0 // indirect
-	modernc.org/sqlite v1.31.1 // indirect
-)

pkg/chatgpt/go.sum

@@ -1,186 +0,0 @@
-github.com/avast/retry-go v3.0.0+incompatible h1:4SOWQ7Qs+oroOTQOYnAHqelpCO0biHSxpiH9JdtuBj0=
-github.com/avast/retry-go v3.0.0+incompatible/go.mod h1:XtSnn+n/sHqQIpZ10K1qAevBhOOCWBLXXy3hyiqqBrY=
-github.com/aymanbagabas/go-osc52/v2 v2.0.1 h1:HwpRHbFMcZLEVr42D4p7XBqjyuxQH5SMiErDT4WkJ2k=
-github.com/aymanbagabas/go-osc52/v2 v2.0.1/go.mod h1:uYgXzlJ7ZpABp8OJ+exZzJJhRNQ2ASbcXHWsFqH8hp8=
-github.com/chai2010/webp v1.1.1 h1:jTRmEccAJ4MGrhFOrPMpNGIJ/eybIgwKpcACsrTEapk=
-github.com/chai2010/webp v1.1.1/go.mod h1:0XVwvZWdjjdxpUEIf7b9g9VkHFnInUSYujwqTLEuldU=
-github.com/charmbracelet/lipgloss v0.7.1 h1:17WMwi7N1b1rVWOjMT+rCh7sQkvDU75B2hbZpc5Kc1E=
-github.com/charmbracelet/lipgloss v0.7.1/go.mod h1:yG0k3giv8Qj8edTCbbg6AlQ5e8KNWpFujkNawKNhE2c=
-github.com/charmbracelet/lipgloss v0.12.1/go.mod h1:V2CiwIuhx9S1S1ZlADfOj9HmxeMAORuz5izHb0zGbB8=
-github.com/charmbracelet/log v0.2.1 h1:1z7jpkk4yKyjwlmKmKMM5qnEDSpV32E7XtWhuv0mTZE=
-github.com/charmbracelet/log v0.2.1/go.mod h1:GwFfjewhcVDWLrpAbY5A0Hin9YOlEn40eWT4PNaxFT4=
-github.com/charmbracelet/log v0.4.0/go.mod h1:63bXt/djrizTec0l11H20t8FDSvA4CRZJ1KH22MdptM=
-github.com/chzyer/logex v1.2.0/go.mod h1:9+9sk7u7pGNWYMkh0hdiL++6OeibzJccyQU4p4MedaY=
-github.com/chzyer/readline v1.5.0/go.mod h1:x22KAscuvRqlLoK9CsoYsmxoXZMMFVyOl86cAH8qUic=
-github.com/chzyer/test v0.0.0-20210722231415-061457976a23/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU=
-github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
-github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
-github.com/dlclark/regexp2 v1.4.1-0.20201116162257-a2a8dda75c91/go.mod h1:2pZnwuY/m+8K6iRw6wQdMtk+rH5tNGR1i55kozfMjCc=
-github.com/dlclark/regexp2 v1.7.0/go.mod h1:DHkYz0B9wPfa6wondMfaivmHpzrQ3v9q8cnmRbL6yW8=
-github.com/dlclark/regexp2 v1.9.0 h1:pTK/l/3qYIKaRXuHnEnIf7Y5NxfRPfpb7dis6/gdlVI=
-github.com/dlclark/regexp2 v1.9.0/go.mod h1:DHkYz0B9wPfa6wondMfaivmHpzrQ3v9q8cnmRbL6yW8=
-github.com/dlclark/regexp2 v1.11.2/go.mod h1:DHkYz0B9wPfa6wondMfaivmHpzrQ3v9q8cnmRbL6yW8=
-github.com/dop251/goja v0.0.0-20211022113120-dc8c55024d06/go.mod h1:R9ET47fwRVRPZnOGvHxxhuZcbrMCuiqOz3Rlrh4KSnk=
-github.com/dop251/goja v0.0.0-20221118162653-d4bf6fde1b86/go.mod h1:yRkwfj0CBpOGre+TwBsqPV0IH0Pk73e4PXJOeNDboGs=
-github.com/dop251/goja v0.0.0-20230402114112-623f9dda9079 h1:xkbJGxVnk5sM8/LXeTKaBOfAZrI+iqvIPyH8oK1c6CQ=
-github.com/dop251/goja v0.0.0-20230402114112-623f9dda9079/go.mod h1:QMWlm50DNe14hD7t24KEqZuUdC9sOTy8W6XbCU1mlw4=
-github.com/dop251/goja v0.0.0-20240707163329-b1681fb2a2f5/go.mod h1:o31y53rb/qiIAONF7w3FHJZRqqP3fzHUr1HqanthByw=
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-golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
-golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
-golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
-gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
-gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI=
-gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
-gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
-gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
-gorm.io/gorm v1.24.6 h1:wy98aq9oFEetsc4CAbKD2SoBCdMzsbSIvSUUFJuHi5s=
-gorm.io/gorm v1.24.6/go.mod h1:L4uxeKpfBml98NYqVqwAdmV1a2nBtAec/cf3fpucW/k=
-gorm.io/gorm v1.25.11/go.mod h1:xh7N7RHfYlNc5EmcI/El95gXusucDrQnHXe0+CgWcLQ=
-modernc.org/libc v1.22.3 h1:D/g6O5ftAfavceqlLOFwaZuA5KYafKwmr30A6iSqoyY=
-modernc.org/libc v1.22.3/go.mod h1:MQrloYP209xa2zHome2a8HLiLm6k0UT8CoHpV74tOFw=
-modernc.org/libc v1.55.6/go.mod h1:JXguUpMkbw1gknxspNE9XaG+kk9hDAAnBxpA6KGLiyA=
-modernc.org/mathutil v1.5.0 h1:rV0Ko/6SfM+8G+yKiyI830l3Wuz1zRutdslNoQ0kfiQ=
-modernc.org/mathutil v1.5.0/go.mod h1:mZW8CKdRPY1v87qxC/wUdX5O1qDzXMP5TH3wjfpga6E=
-modernc.org/mathutil v1.6.0/go.mod h1:Ui5Q9q1TR2gFm0AQRqQUaBWFLAhQpCwNcuhBOSedWPo=
-modernc.org/memory v1.5.0 h1:N+/8c5rE6EqugZwHii4IFsaJ7MUhoWX07J5tC/iI5Ds=
-modernc.org/memory v1.5.0/go.mod h1:PkUhL0Mugw21sHPeskwZW4D6VscE/GQJOnIpCnW6pSU=
-modernc.org/memory v1.8.0/go.mod h1:XPZ936zp5OMKGWPqbD3JShgd/ZoQ7899TUuQqxY+peU=
-modernc.org/sqlite v1.20.4 h1:J8+m2trkN+KKoE7jglyHYYYiaq5xmz2HoHJIiBlRzbE=
-modernc.org/sqlite v1.20.4/go.mod h1:zKcGyrICaxNTMEHSr1HQ2GUraP0j+845GYw37+EyT6A=
-modernc.org/sqlite v1.31.1/go.mod h1:UqoylwmTb9F+IqXERT8bW9zzOWN8qwAIcLdzeBZs4hA=

pkg/chatgpt/models.go

@@ -1,30 +0,0 @@
-package chatgpt
-
-import openai "github.com/sashabaranov/go-openai"
-
-var ModelsSupportChatCompletions = []string{
-	openai.GPT432K0613,
-	openai.GPT432K0314,
-	openai.GPT432K,
-	openai.GPT40613,
-	openai.GPT40314,
-	openai.GPT4TurboPreview,
-	openai.GPT4VisionPreview,
-	openai.GPT4,
-	openai.GPT4oMini,
-	openai.GPT3Dot5Turbo1106,
-	openai.GPT3Dot5Turbo0613,
-	openai.GPT3Dot5Turbo0301,
-	openai.GPT3Dot5Turbo16K,
-	openai.GPT3Dot5Turbo16K0613,
-	openai.GPT3Dot5Turbo,
-}
-
-func isModelSupportedChatCompletions(model string) bool {
-	for _, m := range ModelsSupportChatCompletions {
-		if m == model {
-			return true
-		}
-	}
-	return false
-}

pkg/dingbot/stream.go

@@ -0,0 +1,154 @@
+package dingbot
+
+import (
+	"fmt"
+
+	openapi "github.com/alibabacloud-go/darabonba-openapi/v2/client"
+	dingtalkcard "github.com/alibabacloud-go/dingtalk/card_1_0"
+	util "github.com/alibabacloud-go/tea-utils/v2/service"
+	"github.com/alibabacloud-go/tea/tea"
+	"github.com/google/uuid"
+)
+
+// StreamCardClient 流式卡片客户端
+type StreamCardClient struct {
+	client *dingtalkcard.Client
+}
+
+// NewStreamCardClient 创建流式卡片客户端
+func NewStreamCardClient() (*StreamCardClient, error) {
+	config := &openapi.Config{}
+	config.Protocol = tea.String("https")
+	config.RegionId = tea.String("central")
+	client, err := dingtalkcard.NewClient(config)
+	if err != nil {
+		return nil, err
+	}
+	return &StreamCardClient{
+		client: client,
+	}, nil
+}
+
+// CreateAndDeliverCardRequest 创建并投放卡片请求
+type CreateAndDeliverCardRequest struct {
+	CardTemplateID   string
+	OutTrackID       string
+	ConversationID   string
+	SenderStaffID    string
+	RobotCode        string
+	OpenSpaceID      string
+	ConversationType string // "1" for private chat, "2" for group chat
+	CardData         map[string]string
+}
+
+// CreateAndDeliverCard 创建并投放流式卡片
+func (s *StreamCardClient) CreateAndDeliverCard(accessToken string, req *CreateAndDeliverCardRequest) error {
+	headers := &dingtalkcard.CreateAndDeliverHeaders{
+		XAcsDingtalkAccessToken: tea.String(accessToken),
+	}
+
+	cardData := &dingtalkcard.CreateAndDeliverRequestCardData{
+		CardParamMap: make(map[string]*string),
+	}
+	for k, v := range req.CardData {
+		cardData.CardParamMap[k] = tea.String(v)
+	}
+
+	createReq := &dingtalkcard.CreateAndDeliverRequest{
+		CardTemplateId: tea.String(req.CardTemplateID),
+		OutTrackId:     tea.String(req.OutTrackID),
+		CardData:       cardData,
+		CallbackType:   tea.String("STREAM"),
+		UserIdType:     tea.Int32(1),
+		ImGroupOpenSpaceModel: &dingtalkcard.CreateAndDeliverRequestImGroupOpenSpaceModel{
+			SupportForward: tea.Bool(true),
+		},
+		ImRobotOpenSpaceModel: &dingtalkcard.CreateAndDeliverRequestImRobotOpenSpaceModel{
+			SupportForward: tea.Bool(true),
+		},
+	}
+
+	if req.OpenSpaceID != "" {
+		createReq.SetOpenSpaceId(req.OpenSpaceID)
+	}
+
+	// Handle different conversation types with appropriate delivery models
+	switch req.ConversationType {
+	case "2": // Group chat
+		if req.RobotCode != "" {
+			createReq.SetImGroupOpenDeliverModel(
+				&dingtalkcard.CreateAndDeliverRequestImGroupOpenDeliverModel{
+					RobotCode: tea.String(req.RobotCode),
+				})
+		}
+	case "1": // Private chat with robot
+		// For private chat, use ImRobotOpenDeliverModel with SpaceType
+		createReq.SetImRobotOpenDeliverModel(
+			&dingtalkcard.CreateAndDeliverRequestImRobotOpenDeliverModel{
+				SpaceType: tea.String("IM_GROUP"),
+			})
+	default:
+		// Fallback to group model if conversation type is unknown
+		if req.RobotCode != "" {
+			createReq.SetImGroupOpenDeliverModel(
+				&dingtalkcard.CreateAndDeliverRequestImGroupOpenDeliverModel{
+					RobotCode: tea.String(req.RobotCode),
+				})
+		}
+	}
+
+	_, err := s.client.CreateAndDeliverWithOptions(createReq, headers, &util.RuntimeOptions{})
+	return err
+}
+
+// StreamingUpdateRequest 流式更新请求
+type StreamingUpdateRequest struct {
+	OutTrackID string
+	Key        string
+	Content    string
+	IsFull     bool
+	IsFinalize bool
+}
+
+// StreamingUpdate 流式更新卡片内容
+func (s *StreamCardClient) StreamingUpdate(accessToken string, req *StreamingUpdateRequest) error {
+	headers := &dingtalkcard.StreamingUpdateHeaders{
+		XAcsDingtalkAccessToken: tea.String(accessToken),
+	}
+
+	updateReq := &dingtalkcard.StreamingUpdateRequest{
+		OutTrackId: tea.String(req.OutTrackID),
+		Guid:       tea.String(uuid.New().String()),
+		Key:        tea.String(req.Key),
+		Content:    tea.String(req.Content),
+		IsFull:     tea.Bool(req.IsFull),
+		IsFinalize: tea.Bool(req.IsFinalize),
+		IsError:    tea.Bool(false),
+	}
+
+	_, err := s.client.StreamingUpdateWithOptions(updateReq, headers, &util.RuntimeOptions{})
+	return err
+}
+
+// UpdateAIStreamCard 更新AI流式卡片 (简化版本,不依赖卡片模板)
+func (c *DingTalkClient) UpdateAIStreamCard(trackID, content string, isFinalize bool) error {
+	cardClient, err := NewStreamCardClient()
+	if err != nil {
+		return fmt.Errorf("failed to create stream card client: %w", err)
+	}
+
+	accessToken, err := c.GetAccessToken()
+	if err != nil {
+		return fmt.Errorf("failed to get access token: %w", err)
+	}
+
+	req := &StreamingUpdateRequest{
+		OutTrackID: trackID,
+		Key:        "content",
+		Content:    content,
+		IsFull:     true,
+		IsFinalize: isFinalize,
+	}
+
+	return cardClient.StreamingUpdate(accessToken, req)
+}

pkg/llm/api.go

@@ -0,0 +1,34 @@
+package llm
+
+import (
+	"context"
+
+	"github.com/eryajf/chatgpt-dingtalk/public"
+)
+
+// SingleQa 单聊
+func SingleQa(question, userId string) (string, error) {
+	client := NewClient(userId)
+	defer client.Close()
+
+	return client.ChatWithContext(question)
+}
+
+// ContextQa 串聊
+func ContextQa(question, userId string) (*Client, string, error) {
+	client := NewClient(userId)
+	if public.UserService.GetUserSessionContext(userId) != "" {
+		_ = client.ChatContext.LoadConversation(userId)
+	}
+
+	answer, err := client.ChatWithContext(question)
+	return client, answer, err
+}
+
+// ImageQa 生成图片
+func ImageQa(ctx context.Context, question, userId string) (string, error) {
+	client := NewClient(userId)
+	defer client.Close()
+
+	return client.GenerateImage(ctx, question)
+}

pkg/llm/chat.go

@@ -0,0 +1,48 @@
+package llm
+
+import (
+	"github.com/pandodao/tokenizer-go"
+	openai "github.com/sashabaranov/go-openai"
+
+	"github.com/eryajf/chatgpt-dingtalk/public"
+)
+
+// ChatWithContext 对话接口
+func (c *Client) ChatWithContext(question string) (string, error) {
+	if tokenizer.MustCalToken(question) > c.maxQuestionLen {
+		return "", ErrOverMaxQuestionLength
+	}
+
+	// 构建消息列表
+	messages := c.buildMessages(question)
+
+	model := public.Config.Model
+	userId := c.userId
+	if public.Config.AzureOn {
+		userId = ""
+	}
+
+	req := openai.ChatCompletionRequest{
+		Model:       model,
+		Messages:    messages,
+		MaxTokens:   c.maxAnswerLen,
+		Temperature: 0.6,
+		User:        userId,
+	}
+
+	resp, err := c.client.CreateChatCompletion(c.ctx, req)
+	if err != nil {
+		return "", err
+	}
+
+	answer := resp.Choices[0].Message.Content
+
+	// 保存对话上下文
+	c.ChatContext.old = append(c.ChatContext.old,
+		conversation{Role: c.ChatContext.humanRole, Prompt: question},
+		conversation{Role: c.ChatContext.aiRole, Prompt: answer},
+	)
+	c.ChatContext.seqTimes++
+
+	return answer, nil
+}

pkg/llm/client.go

@@ -1,4 +1,4 @@
-package chatgpt
+package llm
 
 import (
 	"context"
@@ -11,32 +11,31 @@ import (
 	"github.com/eryajf/chatgpt-dingtalk/public"
 )
 
-type ChatGPT struct {
+type Client struct {
 	client         *openai.Client
 	ctx            context.Context
 	userId         string
 	maxQuestionLen int
 	maxText        int
 	maxAnswerLen   int
-	timeOut        time.Duration // 超时时间, 0表示不超时
+	timeOut        time.Duration
 	doneChan       chan struct{}
 	cancel         func()
 
-	ChatContext *ChatContext
+	ChatContext *Context
 }
 
-func New(userId string) *ChatGPT {
-	var ctx context.Context
-	var cancel func()
-
-	ctx, cancel = context.WithTimeout(context.Background(), 600*time.Second)
+func NewClient(userId string) *Client {
+	ctx, cancel := context.WithTimeout(context.Background(), 600*time.Second)
 	timeOutChan := make(chan struct{}, 1)
 	go func() {
 		<-ctx.Done()
-		timeOutChan <- struct{}{} // 发送超时信号，或是提示结束，用于聊天机器人场景，配合GetTimeOutChan() 使用
+		timeOutChan <- struct{}{}
 	}()
 
 	config := openai.DefaultConfig(public.Config.ApiKey)
+
+	// Azure配置
 	if public.Config.AzureOn {
 		config = openai.DefaultAzureConfig(
 			public.Config.AzureOpenAIToken,
@@ -47,42 +46,48 @@ func New(userId string) *ChatGPT {
 			return public.Config.AzureDeploymentName
 		}
 	} else {
-		if public.Config.HttpProxy != "" {
-			config.HTTPClient.Transport = &http.Transport{
-				// 设置代理
-				Proxy: func(req *http.Request) (*url.URL, error) {
-					return url.Parse(public.Config.HttpProxy)
-				}}
+		// HTTP客户端配置
+		transport := &http.Transport{
+			MaxIdleConns:        100,
+			MaxIdleConnsPerHost: 10,
+			IdleConnTimeout:     90 * time.Second,
 		}
+
+		if public.Config.HttpProxy != "" {
+			proxyURL, _ := url.Parse(public.Config.HttpProxy)
+			transport.Proxy = http.ProxyURL(proxyURL)
+		}
+
+		config.HTTPClient = &http.Client{Transport: transport}
+
 		if public.Config.BaseURL != "" {
 			config.BaseURL = public.Config.BaseURL + "/v1"
 		}
 	}
 
-	return &ChatGPT{
+	return &Client{
 		client:         openai.NewClientWithConfig(config),
 		ctx:            ctx,
 		userId:         userId,
-		maxQuestionLen: public.Config.MaxQuestionLen, // 最大问题长度
-		maxAnswerLen:   public.Config.MaxAnswerLen,   // 最大答案长度
-		maxText:        public.Config.MaxText,        // 最大文本 = 问题 + 回答, 接口限制
+		maxQuestionLen: public.Config.MaxQuestionLen,
+		maxAnswerLen:   public.Config.MaxAnswerLen,
+		maxText:        public.Config.MaxText,
 		timeOut:        public.Config.SessionTimeout,
 		doneChan:       timeOutChan,
-		cancel: func() {
-			cancel()
-		},
-		ChatContext: NewContext(),
+		cancel:         cancel,
+		ChatContext:    NewContext(),
 	}
 }
-func (c *ChatGPT) Close() {
+
+func (c *Client) Close() {
 	c.cancel()
 }
 
-func (c *ChatGPT) GetDoneChan() chan struct{} {
+func (c *Client) GetDoneChan() chan struct{} {
 	return c.doneChan
 }
 
-func (c *ChatGPT) SetMaxQuestionLen(maxQuestionLen int) int {
+func (c *Client) SetMaxQuestionLen(maxQuestionLen int) int {
 	if maxQuestionLen > c.maxText-c.maxAnswerLen {
 		maxQuestionLen = c.maxText - c.maxAnswerLen
 	}

pkg/llm/context.go

@@ -0,0 +1,139 @@
+package llm
+
+import (
+	"bytes"
+	"encoding/gob"
+	"strings"
+
+	"github.com/eryajf/chatgpt-dingtalk/public"
+)
+
+var (
+	DefaultAiRole    = "AI"
+	DefaultHumanRole = "Human"
+
+	DefaultCharacter  = []string{"helpful", "creative", "clever", "friendly", "lovely", "talkative"}
+	DefaultBackground = "The following is a conversation with AI assistant. The assistant is %s"
+	DefaultPreset     = "\n%s: 你好,让我们开始愉快的谈话!\n%s: 我是 AI assistant ,请问你有什么问题?"
+)
+
+type Context struct {
+	background  string
+	preset      string
+	maxSeqTimes int
+	aiRole      *role
+	humanRole   *role
+
+	old        []conversation
+	restartSeq string
+	startSeq   string
+
+	seqTimes int
+
+	maintainSeqTimes bool
+}
+
+type ContextOption func(*Context)
+
+type conversation struct {
+	Role   *role
+	Prompt string
+}
+
+type role struct {
+	Name string
+}
+
+func NewContext(options ...ContextOption) *Context {
+	ctx := &Context{
+		aiRole:           &role{Name: DefaultAiRole},
+		humanRole:        &role{Name: DefaultHumanRole},
+		background:       "",
+		maxSeqTimes:      1000,
+		preset:           "",
+		old:              []conversation{},
+		seqTimes:         0,
+		restartSeq:       "\n" + DefaultHumanRole + ": ",
+		startSeq:         "\n" + DefaultAiRole + ": ",
+		maintainSeqTimes: false,
+	}
+
+	for _, option := range options {
+		option(ctx)
+	}
+	return ctx
+}
+
+func (c *Context) PollConversation() {
+	c.old = c.old[1:]
+	c.seqTimes--
+}
+
+func (c *Context) ResetConversation(userid string) {
+	public.UserService.ClearUserSessionContext(userid)
+}
+
+func (c *Context) SaveConversation(userid string) error {
+	var buffer bytes.Buffer
+	enc := gob.NewEncoder(&buffer)
+	err := enc.Encode(c.old)
+	if err != nil {
+		return err
+	}
+	public.UserService.SetUserSessionContext(userid, buffer.String())
+	return nil
+}
+
+func (c *Context) LoadConversation(userid string) error {
+	dec := gob.NewDecoder(strings.NewReader(public.UserService.GetUserSessionContext(userid)))
+	err := dec.Decode(&c.old)
+	if err != nil {
+		return err
+	}
+	c.seqTimes = len(c.old)
+	return nil
+}
+
+func (c *Context) SetHumanRole(role string) {
+	c.humanRole.Name = role
+	c.restartSeq = "\n" + c.humanRole.Name + ": "
+}
+
+func (c *Context) SetAiRole(role string) {
+	c.aiRole.Name = role
+	c.startSeq = "\n" + c.aiRole.Name + ": "
+}
+
+func (c *Context) SetMaxSeqTimes(times int) {
+	c.maxSeqTimes = times
+}
+
+func (c *Context) GetMaxSeqTimes() int {
+	return c.maxSeqTimes
+}
+
+func (c *Context) SetBackground(background string) {
+	c.background = background
+}
+
+func (c *Context) SetPreset(preset string) {
+	c.preset = preset
+}
+
+func WithMaxSeqTimes(times int) ContextOption {
+	return func(c *Context) {
+		c.SetMaxSeqTimes(times)
+	}
+}
+
+func WithOldConversation(userid string) ContextOption {
+	return func(c *Context) {
+		_ = c.LoadConversation(userid)
+	}
+}
+
+func WithMaintainSeqTimes(maintain bool) ContextOption {
+	return func(c *Context) {
+		c.maintainSeqTimes = maintain
+	}
+}

pkg/llm/errors.go

@@ -0,0 +1,10 @@
+package llm
+
+import "errors"
+
+var (
+	ErrOverMaxQuestionLength = errors.New("maximum question length exceeded")
+	ErrOverMaxAnswerLength   = errors.New("maximum answer length exceeded")
+	ErrOverMaxTextLength     = errors.New("maximum text length exceeded")
+	ErrOverMaxSequenceTimes  = errors.New("maximum number of sequence exceeded")
+)

pkg/llm/image.go

@@ -0,0 +1,102 @@
+package llm
+
+import (
+	"bytes"
+	"context"
+	"encoding/base64"
+	"errors"
+	"fmt"
+	"image"
+	_ "image/gif"
+	_ "image/jpeg"
+	"image/png"
+	"os"
+	"strings"
+	"time"
+
+	"golang.org/x/image/webp"
+
+	openai "github.com/sashabaranov/go-openai"
+
+	"github.com/eryajf/chatgpt-dingtalk/pkg/dingbot"
+	"github.com/eryajf/chatgpt-dingtalk/public"
+)
+
+func getImageTypeFromBase64(base64Str string) string {
+	switch {
+	case strings.HasPrefix(base64Str, "/9j/"):
+		return "JPEG"
+	case strings.HasPrefix(base64Str, "iVBOR"):
+		return "PNG"
+	case strings.HasPrefix(base64Str, "R0lG"):
+		return "GIF"
+	case strings.HasPrefix(base64Str, "UklG"):
+		return "WebP"
+	default:
+		return "Unknown"
+	}
+}
+
+func (c *Client) GenerateImage(ctx context.Context, prompt string) (string, error) {
+	imageModel := public.Config.ImageModel
+	req := openai.ImageRequest{
+		Prompt:         prompt,
+		Model:          imageModel,
+		Size:           openai.CreateImageSize1024x1024,
+		ResponseFormat: openai.CreateImageResponseFormatB64JSON,
+		N:              1,
+		User:           c.userId,
+	}
+
+	respBase64, err := c.client.CreateImage(c.ctx, req)
+	if err != nil {
+		return "", err
+	}
+
+	imgBytes, err := base64.StdEncoding.DecodeString(respBase64.Data[0].B64JSON)
+	if err != nil {
+		return "", err
+	}
+
+	r := bytes.NewReader(imgBytes)
+	imgType := getImageTypeFromBase64(respBase64.Data[0].B64JSON)
+
+	var imgData image.Image
+	if imgType == "WebP" {
+		imgData, err = webp.Decode(r)
+	} else {
+		imgData, _, err = image.Decode(r)
+	}
+	if err != nil {
+		return "", err
+	}
+
+	imageName := time.Now().Format("20060102-150405") + ".png"
+	clientId, _ := ctx.Value(public.DingTalkClientIdKeyName).(string)
+	client := public.DingTalkClientManager.GetClientByOAuthClientID(clientId)
+
+	mediaResult, uploadErr := &dingbot.MediaUploadResult{}, errors.New(fmt.Sprintf("unknown clientId: %s", clientId))
+	if client != nil {
+		mediaResult, uploadErr = client.UploadMedia(imgBytes, imageName, dingbot.MediaTypeImage, dingbot.MimeTypeImagePng)
+	}
+
+	err = os.MkdirAll("data/images", 0755)
+	if err != nil {
+		return "", err
+	}
+
+	file, err := os.Create("data/images/" + imageName)
+	if err != nil {
+		return "", err
+	}
+	defer file.Close()
+
+	if err := png.Encode(file, imgData); err != nil {
+		return "", err
+	}
+
+	if uploadErr == nil {
+		return mediaResult.MediaID, nil
+	}
+	return public.Config.ServiceURL + "/images/" + imageName, nil
+}

pkg/llm/stream.go

@@ -0,0 +1,153 @@
+package llm
+
+import (
+	"errors"
+	"io"
+
+	"github.com/pandodao/tokenizer-go"
+	openai "github.com/sashabaranov/go-openai"
+
+	"github.com/eryajf/chatgpt-dingtalk/public"
+)
+
+// ChatWithContextStream 流式对话,返回一个channel用于接收流式内容
+func (c *Client) ChatWithContextStream(question string) (<-chan string, error) {
+	if tokenizer.MustCalToken(question) > c.maxQuestionLen {
+		return nil, ErrOverMaxQuestionLength
+	}
+
+	// 构建消息列表
+	messages := c.buildMessages(question)
+
+	model := public.Config.Model
+	userId := c.userId
+	if public.Config.AzureOn {
+		userId = ""
+	}
+
+	req := openai.ChatCompletionRequest{
+		Model:       model,
+		Messages:    messages,
+		MaxTokens:   c.maxAnswerLen,
+		Temperature: 0.6,
+		User:        userId,
+		Stream:      true,
+	}
+
+	contentCh := make(chan string, 10)
+
+	go func() {
+		defer close(contentCh)
+
+		stream, err := c.client.CreateChatCompletionStream(c.ctx, req)
+		if err != nil {
+			contentCh <- err.Error()
+			return
+		}
+		defer stream.Close()
+
+		fullAnswer := ""
+		for {
+			response, err := stream.Recv()
+			if errors.Is(err, io.EOF) {
+				break
+			}
+			if err != nil {
+				if fullAnswer == "" {
+					contentCh <- err.Error()
+				}
+				return
+			}
+
+			if len(response.Choices) > 0 {
+				delta := response.Choices[0].Delta.Content
+				if delta != "" {
+					fullAnswer += delta
+					contentCh <- delta
+				}
+			}
+		}
+
+		// 保存对话上下文
+		c.ChatContext.old = append(c.ChatContext.old,
+			conversation{Role: c.ChatContext.humanRole, Prompt: question},
+			conversation{Role: c.ChatContext.aiRole, Prompt: fullAnswer},
+		)
+		c.ChatContext.seqTimes++
+	}()
+
+	return contentCh, nil
+}
+
+// buildMessages 构建消息列表
+func (c *Client) buildMessages(question string) []openai.ChatCompletionMessage {
+	var messages []openai.ChatCompletionMessage
+
+	// 添加历史对话
+	for _, v := range c.ChatContext.old {
+		role := "assistant"
+		if v.Role == c.ChatContext.humanRole {
+			role = "user"
+		}
+		messages = append(messages, openai.ChatCompletionMessage{
+			Role:    role,
+			Content: v.Prompt,
+		})
+	}
+
+	// 添加当前问题
+	messages = append(messages, openai.ChatCompletionMessage{
+		Role:    "user",
+		Content: question,
+	})
+
+	return messages
+}
+
+// SingleQaStream 单聊流式版本
+func SingleQaStream(question, userId string) (<-chan string, func(), error) {
+	client := NewClient(userId)
+
+	contentCh := make(chan string, 10)
+	done := make(chan struct{})
+
+	go func() {
+		defer close(contentCh)
+		defer close(done)
+
+		stream, err := client.ChatWithContextStream(question)
+		if err != nil {
+			contentCh <- err.Error()
+			client.Close()
+			return
+		}
+
+		for content := range stream {
+			contentCh <- content
+		}
+
+		client.Close()
+	}()
+
+	cleanup := func() {
+		<-done
+	}
+
+	return contentCh, cleanup, nil
+}
+
+// ContextQaStream 串聊流式版本
+func ContextQaStream(question, userId string) (*Client, <-chan string, error) {
+	client := NewClient(userId)
+	if public.UserService.GetUserSessionContext(userId) != "" {
+		_ = client.ChatContext.LoadConversation(userId)
+	}
+
+	stream, err := client.ChatWithContextStream(question)
+	if err != nil {
+		client.Close()
+		return nil, nil, err
+	}
+
+	return client, stream, nil
+}

pkg/process/image.go

@@ -5,10 +5,9 @@ import (
 	"fmt"
 	"strings"
 
-	"github.com/solywsh/chatgpt"
-
 	"github.com/eryajf/chatgpt-dingtalk/pkg/db"
 	"github.com/eryajf/chatgpt-dingtalk/pkg/dingbot"
+	"github.com/eryajf/chatgpt-dingtalk/pkg/llm"
 	"github.com/eryajf/chatgpt-dingtalk/pkg/logger"
 	"github.com/eryajf/chatgpt-dingtalk/public"
 )
@@ -34,7 +33,7 @@ func ImageGenerate(ctx context.Context, rmsg *dingbot.ReceiveMsg) error {
 	if err != nil {
 		logger.Error("往MySQL新增数据失败,错误信息：", err)
 	}
-	reply, err := chatgpt.ImageQa(ctx, rmsg.Text.Content, rmsg.GetSenderIdentifier())
+	reply, err := llm.ImageQa(ctx, rmsg.Text.Content, rmsg.GetSenderIdentifier())
 	if err != nil {
 		logger.Info(fmt.Errorf("gpt request error: %v", err))
 		_, err = rmsg.ReplyToDingtalk(string(dingbot.TEXT), fmt.Sprintf("请求openai失败了，错误信息：%v", err))

pkg/process/process_request.go

@@ -6,10 +6,9 @@ import (
 	"strings"
 	"time"
 
-	"github.com/solywsh/chatgpt"
-
 	"github.com/eryajf/chatgpt-dingtalk/pkg/db"
 	"github.com/eryajf/chatgpt-dingtalk/pkg/dingbot"
+	"github.com/eryajf/chatgpt-dingtalk/pkg/llm"
 	"github.com/eryajf/chatgpt-dingtalk/pkg/logger"
 	"github.com/eryajf/chatgpt-dingtalk/public"
 )
@@ -94,8 +93,36 @@ func ProcessRequest(rmsg *dingbot.ReceiveMsg) error {
 			}
 		default:
 			if public.FirstCheck(rmsg) {
+				// 检查是否启用流式模式
+				if public.Config.StreamMode {
+					logger.Info("📡 使用串聊流式模式")
+					if public.Config.CardTemplateID != "" {
+						logger.Info("🎴 使用流式卡片输出")
+						// 使用流式卡片输出
+						return DoStreamWithCard("串聊", rmsg, public.Config.CardTemplateID)
+					} else {
+						logger.Info("💬 使用简化流式输出")
+						// 使用流式普通输出
+						return DoStream("串聊", rmsg)
+					}
+				}
+				logger.Info("💭 使用传统串聊模式")
 				return Do("串聊", rmsg)
 			} else {
+				// 检查是否启用流式模式
+				if public.Config.StreamMode {
+					logger.Info("📡 使用单聊流式模式")
+					if public.Config.CardTemplateID != "" {
+						logger.Info("🎴 使用流式卡片输出")
+						// 使用流式卡片输出
+						return DoStreamWithCard("单聊", rmsg, public.Config.CardTemplateID)
+					} else {
+						logger.Info("💬 使用简化流式输出")
+						// 使用流式普通输出
+						return DoStream("单聊", rmsg)
+					}
+				}
+				logger.Info("💭 使用传统单聊模式")
 				return Do("单聊", rmsg)
 			}
 		}
@@ -120,7 +147,7 @@ func Do(mode string, rmsg *dingbot.ReceiveMsg) error {
 		if err != nil {
 			logger.Error("往MySQL新增数据失败,错误信息：", err)
 		}
-		reply, err := chatgpt.SingleQa(rmsg.Text.Content, rmsg.GetSenderIdentifier())
+		reply, err := llm.SingleQa(rmsg.Text.Content, rmsg.GetSenderIdentifier())
 		if err != nil {
 			logger.Info(fmt.Errorf("gpt request error: %v", err))
 			if strings.Contains(fmt.Sprintf("%v", err), "maximum question length exceeded") {
@@ -179,7 +206,7 @@ func Do(mode string, rmsg *dingbot.ReceiveMsg) error {
 		if err != nil {
 			logger.Error("往MySQL新增数据失败,错误信息：", err)
 		}
-		cli, reply, err := chatgpt.ContextQa(rmsg.Text.Content, rmsg.GetSenderIdentifier())
+		cli, reply, err := llm.ContextQa(rmsg.Text.Content, rmsg.GetSenderIdentifier())
 		if err != nil {
 			logger.Info(fmt.Sprintf("gpt request error: %v", err))
 			if strings.Contains(fmt.Sprintf("%v", err), "maximum text length exceeded") {

pkg/process/stream.go

@@ -0,0 +1,404 @@
+package process
+
+import (
+	"fmt"
+	"strings"
+	"time"
+
+	"github.com/google/uuid"
+
+	"github.com/eryajf/chatgpt-dingtalk/pkg/db"
+	"github.com/eryajf/chatgpt-dingtalk/pkg/dingbot"
+	"github.com/eryajf/chatgpt-dingtalk/pkg/llm"
+	"github.com/eryajf/chatgpt-dingtalk/pkg/logger"
+	"github.com/eryajf/chatgpt-dingtalk/public"
+)
+
+// DoStream 使用流式输出执行处理请求
+func DoStream(mode string, rmsg *dingbot.ReceiveMsg) error {
+	// 先把模式注入
+	public.UserService.SetUserMode(rmsg.GetSenderIdentifier(), mode)
+
+	switch mode {
+	case "单聊":
+		return doSingleChatStream(rmsg)
+	case "串聊":
+		return doContextChatStream(rmsg)
+	default:
+		return nil
+	}
+}
+
+// doSingleChatStream 单聊流式处理
+func doSingleChatStream(rmsg *dingbot.ReceiveMsg) error {
+	// 保存问题到数据库
+	qObj := db.Chat{
+		Username:      rmsg.SenderNick,
+		Source:        rmsg.GetChatTitle(),
+		ChatType:      db.Q,
+		ParentContent: 0,
+		Content:       rmsg.Text.Content,
+	}
+	qid, err := qObj.Add()
+	if err != nil {
+		logger.Error("往MySQL新增数据失败,错误信息：", err)
+	}
+
+	// 获取流式内容
+	contentCh, cleanup, err := llm.SingleQaStream(rmsg.Text.Content, rmsg.GetSenderIdentifier())
+	if err != nil {
+		logger.Info(fmt.Errorf("gpt request error: %v", err))
+		if strings.Contains(fmt.Sprintf("%v", err), "maximum question length exceeded") {
+			public.UserService.ClearUserSessionContext(rmsg.GetSenderIdentifier())
+			_, err = rmsg.ReplyToDingtalk(string(dingbot.MARKDOWN), fmt.Sprintf("[Wrong] 请求 OpenAI 失败了\n\n> 错误信息:%v\n\n> 已超过最大文本限制，请缩短提问文字的字数。", err))
+			if err != nil {
+				logger.Warning(fmt.Errorf("send message error: %v", err))
+			}
+		} else {
+			_, err = rmsg.ReplyToDingtalk(string(dingbot.MARKDOWN), fmt.Sprintf("[Wrong] 请求 OpenAI 失败了\n\n> 错误信息:%v", err))
+			if err != nil {
+				logger.Warning(fmt.Errorf("send message error: %v", err))
+			}
+		}
+		return err
+	}
+	defer cleanup()
+
+	// 使用简化版本:直接累积内容后一次性回复
+	fullContent := ""
+	for content := range contentCh {
+		fullContent += content
+	}
+
+	if fullContent == "" {
+		logger.Warning("get gpt result failed: empty response")
+		return nil
+	}
+
+	// 格式化和处理答案
+	fullContent = strings.TrimSpace(fullContent)
+	fullContent = strings.Trim(fullContent, "\n")
+
+	// 保存答案到数据库
+	aObj := db.Chat{
+		Username:      rmsg.SenderNick,
+		Source:        rmsg.GetChatTitle(),
+		ChatType:      db.A,
+		ParentContent: qid,
+		Content:       fullContent,
+	}
+	_, err = aObj.Add()
+	if err != nil {
+		logger.Error("往MySQL新增数据失败,错误信息：", err)
+	}
+
+	logger.Info(fmt.Sprintf("🤖 %s得到的答案: %#v", rmsg.SenderNick, fullContent))
+
+	// 敏感词过滤
+	if public.JudgeSensitiveWord(fullContent) {
+		fullContent = public.SolveSensitiveWord(fullContent)
+	}
+
+	// 回复用户
+	_, err = rmsg.ReplyToDingtalk(string(dingbot.MARKDOWN), FormatMarkdown(fullContent))
+	if err != nil {
+		logger.Warning(fmt.Errorf("send message error: %v", err))
+		return err
+	}
+
+	return nil
+}
+
+// doContextChatStream 串聊流式处理
+func doContextChatStream(rmsg *dingbot.ReceiveMsg) error {
+	// 保存问题到数据库
+	lastAid := public.UserService.GetAnswerID(rmsg.SenderNick, rmsg.GetChatTitle())
+	qObj := db.Chat{
+		Username:      rmsg.SenderNick,
+		Source:        rmsg.GetChatTitle(),
+		ChatType:      db.Q,
+		ParentContent: lastAid,
+		Content:       rmsg.Text.Content,
+	}
+	qid, err := qObj.Add()
+	if err != nil {
+		logger.Error("往MySQL新增数据失败,错误信息：", err)
+	}
+
+	// 获取流式内容
+	cli, contentCh, err := llm.ContextQaStream(rmsg.Text.Content, rmsg.GetSenderIdentifier())
+	if err != nil {
+		logger.Info(fmt.Sprintf("gpt request error: %v", err))
+		if strings.Contains(fmt.Sprintf("%v", err), "maximum text length exceeded") {
+			public.UserService.ClearUserSessionContext(rmsg.GetSenderIdentifier())
+			_, err = rmsg.ReplyToDingtalk(string(dingbot.MARKDOWN), fmt.Sprintf("[Wrong] 请求 OpenAI 失败了\n\n> 错误信息:%v\n\n> 串聊已超过最大文本限制，对话已重置，请重新发起。", err))
+			if err != nil {
+				logger.Warning(fmt.Errorf("send message error: %v", err))
+			}
+		} else {
+			_, err = rmsg.ReplyToDingtalk(string(dingbot.MARKDOWN), fmt.Sprintf("[Wrong] 请求 OpenAI 失败了\n\n> 错误信息:%v", err))
+			if err != nil {
+				logger.Warning(fmt.Errorf("send message error: %v", err))
+			}
+		}
+		return err
+	}
+	defer cli.Close()
+
+	// 使用简化版本:直接累积内容后一次性回复
+	fullContent := ""
+	for content := range contentCh {
+		fullContent += content
+	}
+
+	if fullContent == "" {
+		logger.Warning("get gpt result failed: empty response")
+		return nil
+	}
+
+	// 格式化和处理答案
+	fullContent = strings.TrimSpace(fullContent)
+	fullContent = strings.Trim(fullContent, "\n")
+
+	// 保存答案到数据库
+	aObj := db.Chat{
+		Username:      rmsg.SenderNick,
+		Source:        rmsg.GetChatTitle(),
+		ChatType:      db.A,
+		ParentContent: qid,
+		Content:       fullContent,
+	}
+	aid, err := aObj.Add()
+	if err != nil {
+		logger.Error("往MySQL新增数据失败,错误信息：", err)
+	}
+
+	// 将当前回答的ID放入缓存
+	public.UserService.SetAnswerID(rmsg.SenderNick, rmsg.GetChatTitle(), aid)
+
+	logger.Info(fmt.Sprintf("🤖 %s得到的答案: %#v", rmsg.SenderNick, fullContent))
+
+	// 敏感词过滤
+	if public.JudgeSensitiveWord(fullContent) {
+		fullContent = public.SolveSensitiveWord(fullContent)
+	}
+
+	// 回复用户
+	_, err = rmsg.ReplyToDingtalk(string(dingbot.MARKDOWN), FormatMarkdown(fullContent))
+	if err != nil {
+		logger.Warning(fmt.Errorf("send message error: %v", err))
+		return err
+	}
+
+	// 保存对话上下文
+	_ = cli.ChatContext.SaveConversation(rmsg.GetSenderIdentifier())
+
+	return nil
+}
+
+// DoStreamWithCard 使用流式卡片输出执行处理请求 (需要配置卡片模板)
+func DoStreamWithCard(mode string, rmsg *dingbot.ReceiveMsg, cardTemplateID string) error {
+	// 先把模式注入
+	public.UserService.SetUserMode(rmsg.GetSenderIdentifier(), mode)
+
+	// 检查是否有 RobotCode，如果没有则降级为简化流式模式
+	clientId := rmsg.RobotCode
+	if clientId == "" {
+		logger.Warning("RobotCode is empty, fallback to simple stream mode")
+		return DoStream(mode, rmsg)
+	}
+
+	// 获取钉钉客户端
+	dingClient := public.DingTalkClientManager.GetClientByOAuthClientID(clientId)
+	if dingClient == nil {
+		logger.Warning(fmt.Errorf("dingtalk client not found for robot code: %s, fallback to simple stream mode", clientId))
+		return DoStream(mode, rmsg)
+	}
+
+	client, ok := dingClient.(*dingbot.DingTalkClient)
+	if !ok {
+		logger.Warning("invalid dingtalk client type, fallback to simple stream mode")
+		return DoStream(mode, rmsg)
+	}
+
+	// 生成唯一追踪ID
+	trackID := uuid.New().String()
+
+	// 创建并投放卡片
+	accessToken, err := client.GetAccessToken()
+	if err != nil {
+		return fmt.Errorf("failed to get access token: %w", err)
+	}
+
+	cardClient, err := dingbot.NewStreamCardClient()
+	if err != nil {
+		return fmt.Errorf("failed to create stream card client: %w", err)
+	}
+
+	// 构建OpenSpaceID
+	var openSpaceID string
+	if rmsg.ConversationType == "2" { // 群聊
+		openSpaceID = fmt.Sprintf("dtv1.card//IM_GROUP.%s", rmsg.ConversationID)
+		logger.Info(fmt.Sprintf("🎴 群聊模式 - OpenSpaceID: %s, RobotCode: %s", openSpaceID, rmsg.RobotCode))
+	} else { // 单聊
+		openSpaceID = fmt.Sprintf("dtv1.card//IM_ROBOT.%s", rmsg.SenderStaffId)
+		logger.Info(fmt.Sprintf("🎴 私聊模式 - OpenSpaceID: %s, ConversationType: %s", openSpaceID, rmsg.ConversationType))
+	}
+
+	createReq := &dingbot.CreateAndDeliverCardRequest{
+		CardTemplateID:   cardTemplateID,
+		OutTrackID:       trackID,
+		ConversationID:   rmsg.ConversationID,
+		SenderStaffID:    rmsg.SenderStaffId,
+		RobotCode:        rmsg.RobotCode,
+		OpenSpaceID:      openSpaceID,
+		ConversationType: rmsg.ConversationType,
+		CardData: map[string]string{
+			"content": "",
+		},
+	}
+
+	if err := cardClient.CreateAndDeliverCard(accessToken, createReq); err != nil {
+		logger.Warning(fmt.Errorf("failed to create card: %v", err))
+		// 卡片创建失败,降级为普通消息
+		return DoStream(mode, rmsg)
+	}
+
+	// 发送初始状态
+	initialContent := fmt.Sprintf("**%s**\n\n%s", rmsg.Text.Content, "稍等，让我想一想……")
+	if err := client.UpdateAIStreamCard(trackID, initialContent, false); err != nil {
+		logger.Warning(fmt.Errorf("failed to update initial card: %v", err))
+	}
+
+	// 获取流式内容
+	var contentCh <-chan string
+	var cli *llm.Client
+	if mode == "单聊" {
+		var cleanup func()
+		contentCh, cleanup, err = llm.SingleQaStream(rmsg.Text.Content, rmsg.GetSenderIdentifier())
+		defer cleanup()
+	} else {
+		cli, contentCh, err = llm.ContextQaStream(rmsg.Text.Content, rmsg.GetSenderIdentifier())
+		defer cli.Close()
+	}
+
+	if err != nil {
+		errorMsg := fmt.Sprintf("**%s**\n\n出错了: %v", rmsg.Text.Content, err)
+		if err := client.UpdateAIStreamCard(trackID, errorMsg, true); err != nil {
+			logger.Warning(fmt.Errorf("failed to update error card: %v", err))
+		}
+		return err
+	}
+
+	// 实时流式更新卡片内容
+	questionHeader := fmt.Sprintf("**%s**\n\n", rmsg.Text.Content)
+	fullContent := questionHeader
+
+	// 使用缓冲机制避免更新过于频繁
+	updateBuffer := ""
+	lastUpdateTime := time.Now()
+	minUpdateInterval := 300 * time.Millisecond // 最小更新间隔300ms
+
+	for {
+		content, ok := <-contentCh
+		if !ok {
+			// 流结束,发送最后的更新(如果有未发送的缓冲内容)
+			if updateBuffer != "" {
+				fullContent += updateBuffer
+				if err := client.UpdateAIStreamCard(trackID, fullContent, true); err != nil {
+					logger.Error(fmt.Errorf("failed to finalize card: %v", err))
+				}
+			} else {
+				// 标记为完成
+				if err := client.UpdateAIStreamCard(trackID, fullContent, true); err != nil {
+					logger.Error(fmt.Errorf("failed to finalize card: %v", err))
+				}
+			}
+
+			// 保存到数据库并处理后续逻辑
+			saveStreamResult(mode, rmsg, fullContent[len(questionHeader):], cli)
+			return nil
+		}
+
+		// 累积接收到的内容到缓冲区
+		updateBuffer += content
+
+		// 检查是否应该更新(距离上次更新超过最小间隔)
+		if time.Since(lastUpdateTime) >= minUpdateInterval {
+			fullContent += updateBuffer
+			updateBuffer = ""
+
+			// 立即更新卡片
+			if err := client.UpdateAIStreamCard(trackID, fullContent, false); err != nil {
+				logger.Warning(fmt.Errorf("failed to update card: %v", err))
+			}
+
+			lastUpdateTime = time.Now()
+		}
+	}
+}
+
+// saveStreamResult 保存流式结果到数据库
+func saveStreamResult(mode string, rmsg *dingbot.ReceiveMsg, answer string, cli *llm.Client) {
+	answer = strings.TrimSpace(answer)
+	answer = strings.Trim(answer, "\n")
+
+	if mode == "单聊" {
+		qObj := db.Chat{
+			Username:      rmsg.SenderNick,
+			Source:        rmsg.GetChatTitle(),
+			ChatType:      db.Q,
+			ParentContent: 0,
+			Content:       rmsg.Text.Content,
+		}
+		qid, err := qObj.Add()
+		if err != nil {
+			logger.Error("往MySQL新增数据失败,错误信息：", err)
+		}
+
+		aObj := db.Chat{
+			Username:      rmsg.SenderNick,
+			Source:        rmsg.GetChatTitle(),
+			ChatType:      db.A,
+			ParentContent: qid,
+			Content:       answer,
+		}
+		_, err = aObj.Add()
+		if err != nil {
+			logger.Error("往MySQL新增数据失败,错误信息：", err)
+		}
+	} else { // 串聊
+		lastAid := public.UserService.GetAnswerID(rmsg.SenderNick, rmsg.GetChatTitle())
+		qObj := db.Chat{
+			Username:      rmsg.SenderNick,
+			Source:        rmsg.GetChatTitle(),
+			ChatType:      db.Q,
+			ParentContent: lastAid,
+			Content:       rmsg.Text.Content,
+		}
+		qid, err := qObj.Add()
+		if err != nil {
+			logger.Error("往MySQL新增数据失败,错误信息：", err)
+		}
+
+		aObj := db.Chat{
+			Username:      rmsg.SenderNick,
+			Source:        rmsg.GetChatTitle(),
+			ChatType:      db.A,
+			ParentContent: qid,
+			Content:       answer,
+		}
+		aid, err := aObj.Add()
+		if err != nil {
+			logger.Error("往MySQL新增数据失败,错误信息：", err)
+		}
+
+		public.UserService.SetAnswerID(rmsg.SenderNick, rmsg.GetChatTitle(), aid)
+
+		if cli != nil {
+			_ = cli.ChatContext.SaveConversation(rmsg.GetSenderIdentifier())
+		}
+	}
+
+	logger.Info(fmt.Sprintf("🤖 %s得到的答案: %#v", rmsg.SenderNick, answer))
+}