mirror of
https://github.com/laoxong/nofx.git
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247 lines
6.1 KiB
Go
247 lines
6.1 KiB
Go
package mcp
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import (
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"bytes"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"strings"
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"time"
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)
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// Provider AI提供商类型
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type Provider string
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const (
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ProviderDeepSeek Provider = "deepseek"
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ProviderQwen Provider = "qwen"
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ProviderCustom Provider = "custom"
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)
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// Client AI API配置
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type Client struct {
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Provider Provider
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APIKey string
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SecretKey string // 阿里云需要
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BaseURL string
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Model string
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Timeout time.Duration
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UseFullURL bool // 是否使用完整URL(不添加/chat/completions)
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}
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func New() *Client {
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// 默认配置
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var defaultClient = Client{
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Provider: ProviderDeepSeek,
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BaseURL: "https://api.deepseek.com/v1",
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Model: "deepseek-chat",
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Timeout: 120 * time.Second, // 增加到120秒,因为AI需要分析大量数据
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}
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return &defaultClient
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}
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// SetDeepSeekAPIKey 设置DeepSeek API密钥
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func (cfg *Client) SetDeepSeekAPIKey(apiKey string) {
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cfg.Provider = ProviderDeepSeek
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cfg.APIKey = apiKey
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cfg.BaseURL = "https://api.deepseek.com/v1"
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cfg.Model = "deepseek-chat"
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}
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// SetQwenAPIKey 设置阿里云Qwen API密钥
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func (cfg *Client) SetQwenAPIKey(apiKey, secretKey string) {
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cfg.Provider = ProviderQwen
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cfg.APIKey = apiKey
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cfg.SecretKey = secretKey
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cfg.BaseURL = "https://dashscope.aliyuncs.com/compatible-mode/v1"
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cfg.Model = "qwen-plus" // 可选: qwen-turbo, qwen-plus, qwen-max
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}
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// SetCustomAPI 设置自定义OpenAI兼容API
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func (cfg *Client) SetCustomAPI(apiURL, apiKey, modelName string) {
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cfg.Provider = ProviderCustom
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cfg.APIKey = apiKey
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// 检查URL是否以#结尾,如果是则使用完整URL(不添加/chat/completions)
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if strings.HasSuffix(apiURL, "#") {
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cfg.BaseURL = strings.TrimSuffix(apiURL, "#")
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cfg.UseFullURL = true
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} else {
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cfg.BaseURL = apiURL
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cfg.UseFullURL = false
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}
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cfg.Model = modelName
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cfg.Timeout = 120 * time.Second
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}
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// SetClient 设置完整的AI配置(高级用户)
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func (cfg *Client) SetClient(Client Client) {
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if Client.Timeout == 0 {
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Client.Timeout = 30 * time.Second
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}
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cfg = &Client
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}
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// CallWithMessages 使用 system + user prompt 调用AI API(推荐)
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func (cfg *Client) CallWithMessages(systemPrompt, userPrompt string) (string, error) {
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if cfg.APIKey == "" {
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return "", fmt.Errorf("AI API密钥未设置,请先调用 SetDeepSeekAPIKey() 或 SetQwenAPIKey()")
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}
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// 重试配置
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maxRetries := 3
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var lastErr error
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for attempt := 1; attempt <= maxRetries; attempt++ {
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if attempt > 1 {
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fmt.Printf("⚠️ AI API调用失败,正在重试 (%d/%d)...\n", attempt, maxRetries)
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}
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result, err := cfg.callOnce(systemPrompt, userPrompt)
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if err == nil {
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if attempt > 1 {
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fmt.Printf("✓ AI API重试成功\n")
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}
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return result, nil
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}
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lastErr = err
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// 如果不是网络错误,不重试
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if !isRetryableError(err) {
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return "", err
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}
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// 重试前等待
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if attempt < maxRetries {
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waitTime := time.Duration(attempt) * 2 * time.Second
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fmt.Printf("⏳ 等待%v后重试...\n", waitTime)
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time.Sleep(waitTime)
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}
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}
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return "", fmt.Errorf("重试%d次后仍然失败: %w", maxRetries, lastErr)
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}
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// callOnce 单次调用AI API(内部使用)
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func (cfg *Client) callOnce(systemPrompt, userPrompt string) (string, error) {
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// 构建 messages 数组
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messages := []map[string]string{}
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// 如果有 system prompt,添加 system message
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if systemPrompt != "" {
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messages = append(messages, map[string]string{
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"role": "system",
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"content": systemPrompt,
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})
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}
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// 添加 user message
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messages = append(messages, map[string]string{
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"role": "user",
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"content": userPrompt,
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})
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// 构建请求体
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requestBody := map[string]interface{}{
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"model": cfg.Model,
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"messages": messages,
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"temperature": 0.5, // 降低temperature以提高JSON格式稳定性
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"max_tokens": 2000,
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}
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// 注意:response_format 参数仅 OpenAI 支持,DeepSeek/Qwen 不支持
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// 我们通过强化 prompt 和后处理来确保 JSON 格式正确
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jsonData, err := json.Marshal(requestBody)
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if err != nil {
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return "", fmt.Errorf("序列化请求失败: %w", err)
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}
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// 创建HTTP请求
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var url string
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if cfg.UseFullURL {
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// 使用完整URL,不添加/chat/completions
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url = cfg.BaseURL
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} else {
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// 默认行为:添加/chat/completions
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url = fmt.Sprintf("%s/chat/completions", cfg.BaseURL)
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}
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req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
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if err != nil {
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return "", fmt.Errorf("创建请求失败: %w", err)
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}
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req.Header.Set("Content-Type", "application/json")
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// 根据不同的Provider设置认证方式
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switch cfg.Provider {
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case ProviderDeepSeek:
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req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", cfg.APIKey))
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case ProviderQwen:
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// 阿里云Qwen使用API-Key认证
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req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", cfg.APIKey))
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// 注意:如果使用的不是兼容模式,可能需要不同的认证方式
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default:
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req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", cfg.APIKey))
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}
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// 发送请求
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client := &http.Client{Timeout: cfg.Timeout}
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resp, err := client.Do(req)
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if err != nil {
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return "", fmt.Errorf("发送请求失败: %w", err)
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}
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defer resp.Body.Close()
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// 读取响应
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body, err := io.ReadAll(resp.Body)
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if err != nil {
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return "", fmt.Errorf("读取响应失败: %w", err)
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}
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if resp.StatusCode != http.StatusOK {
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return "", fmt.Errorf("API返回错误 (status %d): %s", resp.StatusCode, string(body))
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}
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// 解析响应
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var result struct {
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Choices []struct {
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Message struct {
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Content string `json:"content"`
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} `json:"message"`
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} `json:"choices"`
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}
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if err := json.Unmarshal(body, &result); err != nil {
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return "", fmt.Errorf("解析响应失败: %w", err)
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}
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if len(result.Choices) == 0 {
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return "", fmt.Errorf("API返回空响应")
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}
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return result.Choices[0].Message.Content, nil
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}
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// isRetryableError 判断错误是否可重试
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func isRetryableError(err error) bool {
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errStr := err.Error()
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// 网络错误、超时、EOF等可以重试
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retryableErrors := []string{
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"EOF",
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"timeout",
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"connection reset",
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"connection refused",
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"temporary failure",
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"no such host",
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}
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for _, retryable := range retryableErrors {
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if strings.Contains(errStr, retryable) {
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return true
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}
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}
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return false
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}
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