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{"repo": "3395444278/qiniu", "files": {"internal/pkg/ai/client.go": {"50419f8f4007eee042d4704ca94bec9d0a9883dc": {"t": 1785746073.4153466, "n": 4819, "h": "1c8a79d117a8f7e4", "c": "package ai\n\nimport (\n\t\"bytes\"\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"io\"\n\t\"log\"\n\t\"net/http\"\n\t\"strings\"\n\t\"time\"\n)\n\ntype Client struct {\n\tapiKey string\n\tapiBaseURL string\n\tmodel string\n}\n\nfunc NewClient(apiKey string) *Client {\n\tlog.Printf(\"Initializing AI client with key: %s...\", apiKey[:10])\n\n\treturn &Client{\n\t\tapiKey: apiKey,\n\t\tapiBaseURL: \"https://api.deepseek.com/chat/completions\",\n\t\tmodel: \"deepseek-chat\",\n\t}\n}\n\ntype Message struct {\n\tRole string `json:\"role\"`\n\tContent string `json:\"content\"`\n}\n\ntype ChatRequest struct {\n\tModel string `json:\"model\"`\n\tMessages []Message `json:\"messages\"`\n\tStream bool `json:\"stream\"`\n}\n\ntype ChatResponse struct {\n\tChoices []struct {\n\t\tMessage struct {\n\t\t\tContent string `json:\"content\"`\n\t\t} `json:\"message\"`\n\t} `json:\"choices\"`\n}\n\nfunc (c *Client) EvaluateDeveloper(ctx context.Context, info map[string]interface{}) (*EvaluationResult, error) {\n\tprompt := buildEvaluationPrompt(info)\n\n\trequest := ChatRequest{\n\t\tModel: c.model,\n\t\tMessages: []Message{\n\t\t\t{\n\t\t\t\tRole: \"system\",\n\t\t\t\tContent: \"你是一个专业的技术人才评估专家。请根据提供的信息评估开发者的技术能力，并以 JSON 格式返回评估结果。\",\n\t\t\t},\n\t\t\t{\n\t\t\t\tRole: \"user\",\n\t\t\t\tContent: prompt,\n\t\t\t},\n\t\t},\n\t\tStream: false,\n\t}\n\n\treqBody, err := json.Marshal(request)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to marshal request: %v\", err)\n\t}\n\n\treq, err := http.NewRequestWithContext(ctx, \"POST\", c.apiBaseURL, bytes.NewBuffer(reqBody))\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to create request: %v\", err)\n\t}\n\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Authorization\", fmt.Sprintf(\"Bearer %s\", c.apiKey))\n\n\tlog.Printf(\"Sending request to DeepSeek API with URL: %s\", c.apiBaseURL)\n\tlog.Printf(\"Request headers: %+v\", req.Header)\n\n\tresp, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to send request: %v\", err)\n\t}\n\tdefer resp.Body.Close()\n\n\tlog.Printf(\"DeepSeek API response status: %d\", resp.StatusCode)\n\n\tif resp.StatusCode != http.StatusOK {\n\t\tbody, _ := io.ReadAll(resp.Body)\n\t\treturn nil, fmt.Errorf(\"DeepSeek API returned status code %d: %s\", resp.StatusCode, string(body))\n\t}\n\n\tvar chatResp ChatResponse\n\tif err := json.NewDecoder(resp.Body).Decode(&chatResp); err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to decode response: %v\", err)\n\t}\n\n\tif len(chatResp.Choices) == 0 {\n\t\treturn nil, fmt.Errorf(\"no response from DeepSeek API\")\n\t}\n\n\tlog.Printf(\"DeepSeek API Response: %s\", chatResp.Choices[0].Message.Content)\n\n\tresult, err := parseAIResponse(chatResp.Choices[0].Message.Content)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to parse AI response: %v\", err)\n\t}\n\n\treturn result, nil\n}\n\nfunc buildEvaluationPrompt(info map[string]interface{}) string {\n\treturn fmt.Sprintf(`请根据以下信息评估该开发者的技术能力，重点分析其可能所在的国家/地区。请特别关注：\n1. 用户名特征\n2. 代码注释语言\n3. 项目描述语言\n4. 技术栈特点\n5. 活跃时间规律\n\n开发者信息：\n- 用户名：%v\n- 名称：%v\n- 邮箱：%v\n- 位置：%v\n- GitHub主页：%v\n- 技术栈：%v\n- 编程语言：%v\n- 主要仓库：%v\n- 提交数：%v\n- Stars数：%v\n- Forks数：%v\n- 最近活跃：%v\n\n请以JSON格式返回以下信息：\n{\n \"nation\": \"CN\", // 两位国家代码：CN中国,US美国,JP日本,KR韩国,SG新加坡等\n \"confidence\": 85, // 置信度0-100\n \"reasons\": [\"原因1\", \"原因2\"], // 判断依据\n \"specialties\": [\"专长1\", \"专长2\"],\n \"evaluation\": \"整体评价\"\n}`,\n\t\tinfo[\"username\"], info[\"name\"], info[\"email\"], info[\"location\"],\n\t\tinfo[\"profile_url\"], info[\"skills\"], info[\"languages\"],\n\t\tinfo[\"repos\"], info[\"commits\"], info[\"stars\"],\n\t\tinfo[\"forks\"], info[\"last_active\"])\n}\n\ntype EvaluationResult struct {\n\tSpecialties []string `json:\"specialties\"`\n\tExperience map[string]string `json:\"experience\"`\n\tAIEvaluation string `json:\"evaluation\"`\n\tNation string `json:\"nation\"`\n\tConfidence float64 `json:\"confidence\"`\n\tLastEvaluated time.Time `json:\"last_evaluated\"`\n}\n\nfunc parseAIResponse(response string) (*EvaluationResult, error) {\n\tlog.Printf(\"Raw AI response: %s\", response)\n\n\tcleanedResponse := response\n\tif strings.Contains(response, \"```json\") {\n\t\tstart := strings.Index(response, \"```json\\n\") + 8\n\t\tend := strings.Index(response[start:], \"```\")\n\t\tif end != -1 {\n\t\t\tcleanedResponse = response[start : start+end]\n\t\t}\n\t}\n\n\t// 定义一个临时结构体来解析完整的响应\n\tvar temp struct {\n\t\tNation string `json:\"nation\"`\n\t\tConfidence float64 `json:\"confidence\"`\n\t\tReasons []string `json:\"reasons\"`\n\t\tSpecialties []string `json:\"specialties\"`\n\t\tEvaluation string `json:\"evaluation\"`\n\t}\n\n\tif err := json.Unmarshal([]byte(cleanedResponse), &temp); err != nil {\n\t\tlog.Printf(\"Error parsing AI response: %v\", err)\n\t\treturn nil, fmt.Errorf(\"解析 AI 响应失败: %v\", err)\n\t}\n\n\t// 转换为 EvaluationResult\n\tresult := &EvaluationResult{\n\t\tSpecialties: temp.Specialties,\n\t\tExperience: make(map[string]string),\n\t\tAIEvaluation: temp.Evaluation,\n\t\tNation: temp.Nation,\n\t\tConfidence: temp.Confidence,\n\t\tLastEvaluated: time.Now(),\n\t}\n\n\treturn result, nil\n}\n"}, "1c9c633cc55b8642ae4804c7ccfba1dfe38715df": {"t": 1785759521.525978, "n": 4819, "h": "1c8a79d117a8f7e4", "c": "package ai\n\nimport (\n\t\"bytes\"\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"io\"\n\t\"log\"\n\t\"net/http\"\n\t\"strings\"\n\t\"time\"\n)\n\ntype Client struct {\n\tapiKey string\n\tapiBaseURL string\n\tmodel string\n}\n\nfunc NewClient(apiKey string) *Client {\n\tlog.Printf(\"Initializing AI client with key: %s...\", apiKey[:10])\n\n\treturn &Client{\n\t\tapiKey: apiKey,\n\t\tapiBaseURL: \"https://api.deepseek.com/chat/completions\",\n\t\tmodel: \"deepseek-chat\",\n\t}\n}\n\ntype Message struct {\n\tRole string `json:\"role\"`\n\tContent string `json:\"content\"`\n}\n\ntype ChatRequest struct {\n\tModel string `json:\"model\"`\n\tMessages []Message `json:\"messages\"`\n\tStream bool `json:\"stream\"`\n}\n\ntype ChatResponse struct {\n\tChoices []struct {\n\t\tMessage struct {\n\t\t\tContent string `json:\"content\"`\n\t\t} `json:\"message\"`\n\t} `json:\"choices\"`\n}\n\nfunc (c *Client) EvaluateDeveloper(ctx context.Context, info map[string]interface{}) (*EvaluationResult, error) {\n\tprompt := buildEvaluationPrompt(info)\n\n\trequest := ChatRequest{\n\t\tModel: c.model,\n\t\tMessages: []Message{\n\t\t\t{\n\t\t\t\tRole: \"system\",\n\t\t\t\tContent: \"你是一个专业的技术人才评估专家。请根据提供的信息评估开发者的技术能力，并以 JSON 格式返回评估结果。\",\n\t\t\t},\n\t\t\t{\n\t\t\t\tRole: \"user\",\n\t\t\t\tContent: prompt,\n\t\t\t},\n\t\t},\n\t\tStream: false,\n\t}\n\n\treqBody, err := json.Marshal(request)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to marshal request: %v\", err)\n\t}\n\n\treq, err := http.NewRequestWithContext(ctx, \"POST\", c.apiBaseURL, bytes.NewBuffer(reqBody))\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to create request: %v\", err)\n\t}\n\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Authorization\", fmt.Sprintf(\"Bearer %s\", c.apiKey))\n\n\tlog.Printf(\"Sending request to DeepSeek API with URL: %s\", c.apiBaseURL)\n\tlog.Printf(\"Request headers: %+v\", req.Header)\n\n\tresp, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to send request: %v\", err)\n\t}\n\tdefer resp.Body.Close()\n\n\tlog.Printf(\"DeepSeek API response status: %d\", resp.StatusCode)\n\n\tif resp.StatusCode != http.StatusOK {\n\t\tbody, _ := io.ReadAll(resp.Body)\n\t\treturn nil, fmt.Errorf(\"DeepSeek API returned status code %d: %s\", resp.StatusCode, string(body))\n\t}\n\n\tvar chatResp ChatResponse\n\tif err := json.NewDecoder(resp.Body).Decode(&chatResp); err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to decode response: %v\", err)\n\t}\n\n\tif len(chatResp.Choices) == 0 {\n\t\treturn nil, fmt.Errorf(\"no response from DeepSeek API\")\n\t}\n\n\tlog.Printf(\"DeepSeek API Response: %s\", chatResp.Choices[0].Message.Content)\n\n\tresult, err := parseAIResponse(chatResp.Choices[0].Message.Content)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to parse AI response: %v\", err)\n\t}\n\n\treturn result, nil\n}\n\nfunc buildEvaluationPrompt(info map[string]interface{}) string {\n\treturn fmt.Sprintf(`请根据以下信息评估该开发者的技术能力，重点分析其可能所在的国家/地区。请特别关注：\n1. 用户名特征\n2. 代码注释语言\n3. 项目描述语言\n4. 技术栈特点\n5. 活跃时间规律\n\n开发者信息：\n- 用户名：%v\n- 名称：%v\n- 邮箱：%v\n- 位置：%v\n- GitHub主页：%v\n- 技术栈：%v\n- 编程语言：%v\n- 主要仓库：%v\n- 提交数：%v\n- Stars数：%v\n- Forks数：%v\n- 最近活跃：%v\n\n请以JSON格式返回以下信息：\n{\n \"nation\": \"CN\", // 两位国家代码：CN中国,US美国,JP日本,KR韩国,SG新加坡等\n \"confidence\": 85, // 置信度0-100\n \"reasons\": [\"原因1\", \"原因2\"], // 判断依据\n \"specialties\": [\"专长1\", \"专长2\"],\n \"evaluation\": \"整体评价\"\n}`,\n\t\tinfo[\"username\"], info[\"name\"], info[\"email\"], info[\"location\"],\n\t\tinfo[\"profile_url\"], info[\"skills\"], info[\"languages\"],\n\t\tinfo[\"repos\"], info[\"commits\"], info[\"stars\"],\n\t\tinfo[\"forks\"], info[\"last_active\"])\n}\n\ntype EvaluationResult struct {\n\tSpecialties []string `json:\"specialties\"`\n\tExperience map[string]string `json:\"experience\"`\n\tAIEvaluation string `json:\"evaluation\"`\n\tNation string `json:\"nation\"`\n\tConfidence float64 `json:\"confidence\"`\n\tLastEvaluated time.Time `json:\"last_evaluated\"`\n}\n\nfunc parseAIResponse(response string) (*EvaluationResult, error) {\n\tlog.Printf(\"Raw AI response: %s\", response)\n\n\tcleanedResponse := response\n\tif strings.Contains(response, \"```json\") {\n\t\tstart := strings.Index(response, \"```json\\n\") + 8\n\t\tend := strings.Index(response[start:], \"```\")\n\t\tif end != -1 {\n\t\t\tcleanedResponse = response[start : start+end]\n\t\t}\n\t}\n\n\t// 定义一个临时结构体来解析完整的响应\n\tvar temp struct {\n\t\tNation string `json:\"nation\"`\n\t\tConfidence float64 `json:\"confidence\"`\n\t\tReasons []string `json:\"reasons\"`\n\t\tSpecialties []string `json:\"specialties\"`\n\t\tEvaluation string `json:\"evaluation\"`\n\t}\n\n\tif err := json.Unmarshal([]byte(cleanedResponse), &temp); err != nil {\n\t\tlog.Printf(\"Error parsing AI response: %v\", err)\n\t\treturn nil, fmt.Errorf(\"解析 AI 响应失败: %v\", err)\n\t}\n\n\t// 转换为 EvaluationResult\n\tresult := &EvaluationResult{\n\t\tSpecialties: temp.Specialties,\n\t\tExperience: make(map[string]string),\n\t\tAIEvaluation: temp.Evaluation,\n\t\tNation: temp.Nation,\n\t\tConfidence: temp.Confidence,\n\t\tLastEvaluated: time.Now(),\n\t}\n\n\treturn result, nil\n}\n"}, "99c7ad9c39d45dbf90b0ada3634bc230d852f4dc": {"t": 1785759523.3443706, "n": 6697, "h": "5effdf917be9d906", "c": "package ai\n\nimport (\n\t\"bytes\"\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"io\"\n\t\"log\"\n\t\"net/http\"\n\t\"regexp\"\n\t\"strings\"\n\t\"time\"\n)\n\ntype Client struct {\n\tapiKey string\n\tapiBaseURL string\n\tmodel string\n}\n\nfunc NewClient(apiKey string) *Client {\n\tlog.Printf(\"Initializing AI client with key: %s...\", apiKey[:10])\n\n\treturn &Client{\n\t\tapiKey: apiKey,\n\t\tapiBaseURL: \"https://api.deepseek.com/chat/completions\",\n\t\tmodel: \"deepseek-chat\",\n\t}\n}\n\ntype Message struct {\n\tRole string `json:\"role\"`\n\tContent string `json:\"content\"`\n}\n\ntype ChatRequest struct {\n\tModel string `json:\"model\"`\n\tMessages []Message `json:\"messages\"`\n\tStream bool `json:\"stream\"`\n}\n\ntype ChatResponse struct {\n\tChoices []struct {\n\t\tMessage struct {\n\t\t\tContent string `json:\"content\"`\n\t\t} `json:\"message\"`\n\t} `json:\"choices\"`\n}\n\nfunc (c *Client) EvaluateDeveloper(ctx context.Context, info map[string]interface{}) (*EvaluationResult, error) {\n\tprompt := buildEvaluationPrompt(info)\n\n\trequest := ChatRequest{\n\t\tModel: c.model,\n\t\tMessages: []Message{\n\t\t\t{\n\t\t\t\tRole: \"system\",\n\t\t\t\tContent: \"你是一个专业的技术人才评估专家。请根据提供的信息评估开发者的技术能力，并以 JSON 格式返回评估结果。\",\n\t\t\t},\n\t\t\t{\n\t\t\t\tRole: \"user\",\n\t\t\t\tContent: prompt,\n\t\t\t},\n\t\t},\n\t\tStream: false,\n\t}\n\n\treqBody, err := json.Marshal(request)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to marshal request: %v\", err)\n\t}\n\n\treq, err := http.NewRequestWithContext(ctx, \"POST\", c.apiBaseURL, bytes.NewBuffer(reqBody))\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to create request: %v\", err)\n\t}\n\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Authorization\", fmt.Sprintf(\"Bearer %s\", c.apiKey))\n\n\tlog.Printf(\"Sending request to DeepSeek API with URL: %s\", c.apiBaseURL)\n\tlog.Printf(\"Request headers: %+v\", req.Header)\n\n\tresp, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to send request: %v\", err)\n\t}\n\tdefer resp.Body.Close()\n\n\tlog.Printf(\"DeepSeek API response status: %d\", resp.StatusCode)\n\n\tif resp.StatusCode != http.StatusOK {\n\t\tbody, _ := io.ReadAll(resp.Body)\n\t\treturn nil, fmt.Errorf(\"DeepSeek API returned status code %d: %s\", resp.StatusCode, string(body))\n\t}\n\n\tvar chatResp ChatResponse\n\tif err := json.NewDecoder(resp.Body).Decode(&chatResp); err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to decode response: %v\", err)\n\t}\n\n\tif len(chatResp.Choices) == 0 {\n\t\treturn nil, fmt.Errorf(\"no response from DeepSeek API\")\n\t}\n\n\tlog.Printf(\"DeepSeek API Response: %s\", chatResp.Choices[0].Message.Content)\n\n\tresult, err := parseAIResponse(chatResp.Choices[0].Message.Content)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to parse AI response: %v\", err)\n\t}\n\n\treturn result, nil\n}\n\nfunc buildEvaluationPrompt(info map[string]interface{}) string {\n\treturn fmt.Sprintf(`请根据以下信息全面评估该开发者的技术能力，并以 JSON 格式返回评估结果：\n\n开发者基本信息：\n- 用户名：%v\n- 姓名：%v\n- 简介：%v\n- 位置：%v\n- 邮箱：%v\n\n在线资料：\n- GitHub 主页：%v\n- 博客：%v\n- 个人网站：%v\n\n技术信息：\n- 技术栈：%v\n- 编程语言：%v\n- 主要仓库：%v\n- 仓库链接：%v\n\n贡献统计：\n- Stars 总数：%v\n- Commits 总数：%v\n- Forks 总数：%v\n- 各仓库 Stars：%v\n\n活跃度：\n- 最近活跃：%v\n- 账号创建：%v\n- 最后更新：%v\n\n请返回以下格式的 JSON：\n{\n \"specialties\": [\"主要专长领域1\", \"主要专长领域2\", ...],\n \"experience\": {\n \"技术1\": \"详细的经验评估\",\n \"技术2\": \"详细的经验评估\",\n ...\n },\n \"evaluation\": \"全面的技术能力评价，包括技术深度、广度、项目质量等方面\"\n}\n`,\n\t\tinfo[\"username\"], info[\"name\"], info[\"bio\"], info[\"location\"], info[\"email\"],\n\t\tinfo[\"profile_url\"], info[\"blog\"], info[\"personal_site\"],\n\t\tinfo[\"skills\"], info[\"languages\"], info[\"repos\"], info[\"repo_urls\"],\n\t\tinfo[\"stars\"], info[\"commits\"], info[\"forks\"], info[\"repo_stars\"],\n\t\tinfo[\"last_active\"], info[\"created_at\"], info[\"updated_at\"])\n}\n\ntype EvaluationResult struct {\n\tSpecialties []string `json:\"specialties\"`\n\tExperience map[string]string `json:\"experience\"`\n\tAIEvaluation string `json:\"evaluation\"`\n\tLastEvaluated time.Time `json:\"last_evaluated\"`\n}\n\nfunc parseAIResponse(response string) (*EvaluationResult, error) {\n\tlog.Printf(\"Raw AI response: %s\", response)\n\n\t// 首先尝试清理响应中的 JSON 字符串\n\tcleanedResponse := response\n\tif strings.Contains(response, \"```json\") {\n\t\t// 提取 JSON 部分\n\t\tstart := strings.Index(response, \"```json\\n\") + 8\n\t\tend := strings.Index(response[start:], \"```\")\n\t\tif end != -1 {\n\t\t\tcleanedResponse = response[start : start+end]\n\t\t}\n\t}\n\n\t// 尝试解析 JSON\n\tvar result struct {\n\t\tSpecialties []string `json:\"specialties\"`\n\t\tExperience map[string]string `json:\"experience\"`\n\t\tEvaluation string `json:\"evaluation\"`\n\t}\n\n\tif err := json.Unmarshal([]byte(cleanedResponse), &result); err != nil {\n\t\tlog.Printf(\"Error parsing AI response: %v\", err)\n\n\t\t// 如果解析失败，尝试提取有用信息\n\t\tspecialties := extractSpecialties(response)\n\t\texperience := extractExperience(response)\n\t\tevaluation := extractEvaluation(response)\n\n\t\t// 确保返回的 map 不为 nil\n\t\tif experience == nil {\n\t\t\texperience = make(map[string]string)\n\t\t}\n\n\t\t// 返回提取的信息\n\t\treturn &EvaluationResult{\n\t\t\tSpecialties: specialties,\n\t\t\tExperience: experience,\n\t\t\tAIEvaluation: evaluation,\n\t\t\tLastEvaluated: time.Now(),\n\t\t}, nil\n\t}\n\n\t// 确保返回的 map 不为 nil\n\tif result.Experience == nil {\n\t\tresult.Experience = make(map[string]string)\n\t}\n\tif result.Specialties == nil {\n\t\tresult.Specialties = make([]string, 0)\n\t}\n\n\t// JSON 解析成功\n\treturn &EvaluationResult{\n\t\tSpecialties: result.Specialties,\n\t\tExperience: result.Experience,\n\t\tAIEvaluation: result.Evaluation,\n\t\tLastEvaluated: time.Now(),\n\t}, nil\n}\n\n// 辅助函数：提取专长信息\nfunc extractSpecialties(text string) []string {\n\tspecialties := make([]string, 0)\n\tre := regexp.MustCompile(`专长[：:]\\s*(.*?)(?:\\n|$)`)\n\tmatches := re.FindStringSubmatch(text)\n\tif len(matches) > 1 {\n\t\t// 分割并清理结果\n\t\tfor _, s := range strings.Split(matches[1], \",\") {\n\t\t\ts = strings.TrimSpace(s)\n\t\t\tif s != \"\" {\n\t\t\t\tspecialties = append(specialties, s)\n\t\t\t}\n\t\t}\n\t}\n\treturn specialties\n}\n\n// 辅助函数：提取经验信息\nfunc extractExperience(text string) map[string]string {\n\texperience := make(map[string]string)\n\tre := regexp.MustCompile(`(\\w+)[：:]\\s*(.*?)(?:\\n|$)`)\n\tmatches := re.FindAllStringSubmatch(text, -1)\n\tfor _, match := range matches {\n\t\tif len(match) > 2 {\n\t\t\ttech := strings.TrimSpace(match[1])\n\t\t\tlevel := strings.TrimSpace(match[2])\n\t\t\tif tech != \"\" && level != \"\" {\n\t\t\t\texperience[tech] = level\n\t\t\t}\n\t\t}\n\t}\n\treturn experience\n}\n\n// 辅助函数：提取评估信息\nfunc extractEvaluation(text string) string {\n\t// 首先尝试提取 evaluation 字段\n\tvar result struct {\n\t\tEvaluation string `json:\"evaluation\"`\n\t}\n\tif err := json.Unmarshal([]byte(text), &result); err == nil && result.Evaluation != \"\" {\n\t\treturn result.Evaluation\n\t}\n\n\t// 如果失败，尝试使用正则表达式\n\tre := regexp.MustCompile(`评[价估][：:]\\s*(.*?)(?:\\n|$)`)\n\tmatches := re.FindStringSubmatch(text)\n\tif len(matches) > 1 {\n\t\treturn strings.TrimSpace(matches[1])\n\t}\n\n\t// 如果都失败了，返回整个文本\n\treturn strings.TrimSpace(text)\n}\n"}}}} |