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张成
@@ -316,152 +316,168 @@ class ResumeManager {
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const resume_info = db.getModel('resume_info');
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// 解析 JSON 字段
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let skillsArray = [];
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let workExpArray = [];
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let projectExpArray = [];
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try {
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if (resumeInfo.skills) {
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skillsArray = typeof resumeInfo.skills === 'string' ? JSON.parse(resumeInfo.skills) : resumeInfo.skills;
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}
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} catch (e) {
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console.warn(`[简历管理] 解析技能字段失败:`, e);
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}
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try {
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if (resumeInfo.workExperience) {
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workExpArray = typeof resumeInfo.workExperience === 'string' ? JSON.parse(resumeInfo.workExperience) : resumeInfo.workExperience;
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}
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} catch (e) {
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console.warn(`[简历管理] 解析工作经历字段失败:`, e);
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}
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try {
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if (resumeInfo.projectExperience) {
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projectExpArray = typeof resumeInfo.projectExperience === 'string' ? JSON.parse(resumeInfo.projectExperience) : resumeInfo.projectExperience;
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}
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} catch (e) {
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console.warn(`[简历管理] 解析项目经历字段失败:`, e);
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}
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// 构建工作经历文本
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const workExpText = workExpArray.map((work, index) => {
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return `${index + 1}. ${work.company || ''} - ${work.position || ''} (${work.startDate || ''} ~ ${work.endDate || '至今'})
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工作内容：${work.content || ''}
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行业：${work.industry || ''}`;
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}).join('\n\n');
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// 构建项目经历文本
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const projectExpText = projectExpArray.map((project, index) => {
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return `${index + 1}. ${project.name || ''} - ${project.role || ''} (${project.startDate || ''} ~ ${project.endDate || '至今'})
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项目描述：${project.description || ''}
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项目成果：${project.performance || ''}`;
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}).join('\n\n');
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// 构建分析提示词
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const prompt = `请分析以下简历，提供专业的评估：
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姓名：${resumeInfo.fullName}
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工作年限：${resumeInfo.workYears}
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当前职位：${resumeInfo.currentPosition}
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期望职位：${resumeInfo.expectedPosition}
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期望薪资：${resumeInfo.expectedSalary}
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学历：${resumeInfo.education}
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技能：${resumeInfo.skills}
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【基本信息】
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姓名：${resumeInfo.fullName || ''}
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性别：${resumeInfo.gender || ''}
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年龄：${resumeInfo.age || ''}
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所在地：${resumeInfo.location || ''}
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工作年限：${resumeInfo.workYears || ''}
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个人优势：
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${resumeInfo.skillDescription}
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【教育背景】
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学历：${resumeInfo.education || ''}
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专业：${resumeInfo.major || ''}
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毕业院校：${resumeInfo.school || ''}
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毕业年份：${resumeInfo.graduationYear || ''}
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请从以下几个方面进行分析：
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1. 核心技能标签（提取5-10个关键技能）
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2. 优势分析（100字以内）
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3. 劣势分析（100字以内）
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4. 职业建议（150字以内）
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5. 竞争力评分（0-100分）`;
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【当前状态】
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当前职位：${resumeInfo.currentPosition || ''}
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当前公司：${resumeInfo.currentCompany || ''}
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当前薪资：${resumeInfo.currentSalary || ''}
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try {
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// 调用AI服务进行分析
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const aiAnalysis = await aiService.analyzeResume(prompt);
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【求职期望】
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期望职位：${resumeInfo.expectedPosition || ''}
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期望薪资：${resumeInfo.expectedSalary || ''}
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期望地点：${resumeInfo.expectedLocation || ''}
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期望行业：${resumeInfo.expectedIndustry || ''}
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// 解析AI返回的结果
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const analysis = this.parse_ai_analysis(aiAnalysis, resumeInfo);
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【技能标签】
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${skillsArray.length > 0 ? skillsArray.join('、') : '无'}
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// 确保所有字段都有值
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const updateData = {
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aiSkillTags: JSON.stringify(analysis.skillTags || []),
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aiStrengths: analysis.strengths || '',
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aiWeaknesses: analysis.weaknesses || '',
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aiCareerSuggestion: analysis.careerSuggestion || '',
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aiCompetitiveness: parseInt(analysis.competitiveness || 70, 10)
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};
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【个人优势描述】
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${resumeInfo.skillDescription || ''}
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// 确保竞争力评分在 0-100 范围内
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if (updateData.aiCompetitiveness < 0) updateData.aiCompetitiveness = 0;
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if (updateData.aiCompetitiveness > 100) updateData.aiCompetitiveness = 100;
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【工作经历】
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${workExpText || '无'}
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// 更新简历的AI分析字段
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await resume_info.update(updateData, { where: { resumeId: resumeId } });
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【项目经历】
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${projectExpText || '无'}
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console.log(`[简历管理] AI分析完成 - 竞争力评分: ${updateData.aiCompetitiveness}, 技能标签: ${updateData.aiSkillTags}`);
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请从以下几个方面进行专业分析，并返回 JSON 格式结果：
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1. skillTags: 核心技能标签数组（提取5-10个最关键的技术技能，如：Vue、React、Node.js等）
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2. strengths: 优势分析（100字以内，基于工作经历、项目经历、技能水平等综合评估）
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3. weaknesses: 劣势分析（100字以内，指出需要改进的地方或不足）
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4. careerSuggestion: 职业建议（150字以内，基于期望职位和当前能力给出职业发展建议）
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5. competitiveness: 竞争力评分（0-100的整数，综合考虑工作年限、技能深度、项目经验、学历等因素）
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return analysis;
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} catch (error) {
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console.error(`[简历管理] AI分析失败:`, error, {
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resumeId: resumeId,
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fullName: resumeInfo.fullName
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});
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要求：
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- 竞争力评分要客观公正，基于实际能力评估
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- 优势分析要突出核心亮点和技术能力
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- 劣势分析要指出真实存在的问题
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- 职业建议要具有针对性和可操作性`;
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// 如果AI分析失败，使用基于规则的默认分析，并保存到数据库
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const defaultAnalysis = this.get_default_analysis(resumeInfo);
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// 调用AI服务进行分析
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const aiAnalysis = await aiService.analyzeResume(prompt);
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// 保存默认分析结果到数据库
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const updateData = {
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aiSkillTags: JSON.stringify(defaultAnalysis.skillTags || []),
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aiStrengths: defaultAnalysis.strengths || '',
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aiWeaknesses: defaultAnalysis.weaknesses || '',
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aiCareerSuggestion: defaultAnalysis.careerSuggestion || '',
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aiCompetitiveness: parseInt(defaultAnalysis.competitiveness || 70, 10)
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};
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// 确保竞争力评分在 0-100 范围内
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if (updateData.aiCompetitiveness < 0) updateData.aiCompetitiveness = 0;
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if (updateData.aiCompetitiveness > 100) updateData.aiCompetitiveness = 100;
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await resume_info.update(updateData, { where: { resumeId: resumeId } });
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console.log(`[简历管理] 使用默认分析结果 - 竞争力评分: ${updateData.aiCompetitiveness}`);
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return defaultAnalysis;
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// 解析AI返回的结果，如果AI没返回有效数据，直接抛出错误
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const analysis = this.parse_ai_analysis(aiAnalysis, resumeInfo);
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if (!analysis) {
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throw new Error('AI分析结果为空，无法处理');
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}
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// 确保所有字段都有值
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const updateData = {
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aiSkillTags: JSON.stringify(analysis.skillTags || []),
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aiStrengths: analysis.strengths || '',
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aiWeaknesses: analysis.weaknesses || '',
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aiCareerSuggestion: analysis.careerSuggestion || '',
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aiCompetitiveness: parseInt(analysis.competitiveness || 0, 10)
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};
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// 确保竞争力评分在 0-100 范围内
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if (updateData.aiCompetitiveness < 0) updateData.aiCompetitiveness = 0;
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if (updateData.aiCompetitiveness > 100) updateData.aiCompetitiveness = 100;
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// 更新简历的AI分析字段
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await resume_info.update(updateData, { where: { resumeId: resumeId } });
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console.log(`[简历管理] AI分析完成 - 竞争力评分: ${updateData.aiCompetitiveness}, 技能标签: ${updateData.aiSkillTags}`);
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return analysis;
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}
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/**
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* 解析AI分析结果
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* @param {object} aiResponse - AI响应对象
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* @param {object} resumeInfo - 简历信息
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* @returns {object} 解析后的分析结果
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* @returns {object|null} 解析后的分析结果，如果AI没返回有效数据则返回null
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*/
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parse_ai_analysis(aiResponse, resumeInfo) {
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try {
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// aiService.analyzeResume 返回格式: { analysis: {...} } 或 { analysis: { content: "...", parseError: true } }
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const analysis = aiResponse.analysis;
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// aiService.analyzeResume 返回格式: { analysis: {...} } 或 { analysis: { content: "...", parseError: true } }
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const analysis = aiResponse?.analysis;
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// 如果解析失败，analysis 会有 parseError 标记
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if (analysis && analysis.parseError) {
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console.warn(`[简历管理] AI分析结果解析失败，使用默认分析`);
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return this.get_default_analysis(resumeInfo);
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}
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// 如果解析成功，analysis 直接是解析后的对象
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if (analysis && typeof analysis === 'object' && !analysis.parseError) {
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return {
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skillTags: analysis.skillTags || analysis.技能标签 || [],
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strengths: analysis.strengths || analysis.优势 || analysis.优势分析 || '',
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weaknesses: analysis.weaknesses || analysis.劣势 || analysis.劣势分析 || '',
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careerSuggestion: analysis.careerSuggestion || analysis.职业建议 || '',
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competitiveness: parseInt(analysis.competitiveness || analysis.竞争力评分 || 70, 10)
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};
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}
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// 如果 analysis 是字符串，尝试解析
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const content = analysis?.content || analysis || '';
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if (typeof content === 'string' && content.includes('{') && content.includes('}')) {
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const jsonMatch = content.match(/\{[\s\S]*\}/);
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if (jsonMatch) {
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const parsed = JSON.parse(jsonMatch[0]);
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return {
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skillTags: parsed.skillTags || parsed.技能标签 || [],
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strengths: parsed.strengths || parsed.优势 || parsed.优势分析 || '',
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weaknesses: parsed.weaknesses || parsed.劣势 || parsed.劣势分析 || '',
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careerSuggestion: parsed.careerSuggestion || parsed.职业建议 || '',
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competitiveness: parseInt(parsed.competitiveness || parsed.竞争力评分 || 70, 10)
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};
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}
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}
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// 如果无法解析JSON，尝试从文本中提取信息
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if (typeof content === 'string') {
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const skillTagsMatch = content.match(/技能标签[：:](.*?)(?:\n|$)/);
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const strengthsMatch = content.match(/优势[分析]*[：:](.*?)(?:\n|劣势)/s);
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const weaknessesMatch = content.match(/劣势[分析]*[：:](.*?)(?:\n|职业)/s);
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const suggestionMatch = content.match(/职业建议[：:](.*?)(?:\n|竞争力)/s);
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const scoreMatch = content.match(/竞争力评分[：:](\d+)/);
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return {
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skillTags: skillTagsMatch ? skillTagsMatch[1].split(/[,，、]/).map(s => s.trim()) : [],
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strengths: strengthsMatch ? strengthsMatch[1].trim() : '',
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weaknesses: weaknessesMatch ? weaknessesMatch[1].trim() : '',
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careerSuggestion: suggestionMatch ? suggestionMatch[1].trim() : '',
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competitiveness: scoreMatch ? parseInt(scoreMatch[1], 10) : 70
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};
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}
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// 如果所有解析都失败，使用默认分析
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console.warn(`[简历管理] 无法解析AI分析结果，使用默认分析`);
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return this.get_default_analysis(resumeInfo);
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} catch (error) {
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console.error(`[简历管理] 解析AI分析结果失败:`, error);
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// 解析失败时使用默认分析
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return this.get_default_analysis(resumeInfo);
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// 如果解析失败，analysis 会有 parseError 标记，直接返回 null
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if (!analysis || analysis.parseError) {
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console.warn(`[简历管理] AI分析结果解析失败或为空`);
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return null;
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}
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// 如果解析成功，analysis 直接是解析后的对象
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if (typeof analysis === 'object' && !analysis.parseError) {
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// 检查是否有必要的字段
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if (analysis.competitiveness === undefined && analysis.竞争力评分 === undefined) {
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console.warn(`[简历管理] AI分析结果缺少竞争力评分字段`);
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return null;
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}
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return {
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skillTags: analysis.skillTags || analysis.技能标签 || [],
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strengths: analysis.strengths || analysis.优势 || analysis.优势分析 || '',
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weaknesses: analysis.weaknesses || analysis.劣势 || analysis.劣势分析 || '',
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careerSuggestion: analysis.careerSuggestion || analysis.职业建议 || '',
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competitiveness: parseInt(analysis.competitiveness || analysis.竞争力评分 || 0, 10)
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};
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}
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// 如果格式不对，返回 null
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console.warn(`[简历管理] AI分析结果格式不正确`);
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return null;
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}
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/**
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