AI 候选人面试综合评估

vetti-hotakes/src/main/java/com/vetti/hotake/service/impl/HotakeAiCommonToolsServiceImpl.java

@@ -1,6 +1,7 @@
 package com.vetti.hotake.service.impl;
 
 import cn.hutool.core.collection.CollectionUtil;
+import cn.hutool.core.date.DateUtil;
 import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
 import cn.hutool.json.JSONUtil;
@@ -589,12 +590,12 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
     @Override
     public String handleWebInfoExtract(HotakeWebInfoExtractVo webInfoExtractVo) {
         //获取
-        if(StrUtil.isEmpty(webInfoExtractVo.getWebUrl())){
+        if (StrUtil.isEmpty(webInfoExtractVo.getWebUrl())) {
             throw new ServiceException("");
         }
         String webUrl = webInfoExtractVo.getWebUrl();
-        if(!webInfoExtractVo.getWebUrl().toLowerCase().contains("https")){
+        if (!webInfoExtractVo.getWebUrl().toLowerCase().contains("https")) {
-            webUrl = webUrl.replaceAll("http","https");
+            webUrl = webUrl.replaceAll("http", "https");
         }
 
         String webContent = handleWebContentScraping(webUrl);
@@ -1013,10 +1014,10 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
         String resultJsonOne = resultStrOne.replaceAll("```json", "").replaceAll("```", "");
         log.info("AI面试问题生成结果:{}", resultJsonOne);
 
-        try{
+        try {
-            Map mapData = JSONUtil.toBean(resultJsonOne,Map.class);
+            Map mapData = JSONUtil.toBean(resultJsonOne, Map.class);
-            List<Map> questionMapList = (List<Map>)mapData.get("interview_questions");
+            List<Map> questionMapList = (List<Map>) mapData.get("interview_questions");
-            if(CollectionUtil.isNotEmpty(questionMapList)){
+            if (CollectionUtil.isNotEmpty(questionMapList)) {
                 HotakeAiInterviewQuestionsInfo questionsInfo = new HotakeAiInterviewQuestionsInfo();
                 questionsInfo.setQuestionTitle("General Questions");
                 questionsInfo.setFocusType("Personality & Culture");
@@ -1026,7 +1027,7 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
 
                 BigDecimal times = BigDecimal.ZERO;
                 List<AiQuestionDto> questionDtoList = new ArrayList<>();
-                for(Map map : questionMapList){
+                for (Map map : questionMapList) {
                     AiQuestionDto questionDto = new AiQuestionDto();
                     questionDto.setQuestions(map.get("question_text").toString());
                     questionDtoList.add(questionDto);
@@ -1041,7 +1042,7 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
                 hotakeAiInterviewQuestionsInfoMapper.insertHotakeAiInterviewQuestionsInfo(questionsInfo);
                 return questionsInfo;
             }
-        }catch (Exception e){
+        } catch (Exception e) {
             e.printStackTrace();
         }
         return new HotakeAiInterviewQuestionsInfo();
@@ -1058,13 +1059,17 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
         HotakeCandidateAiInterviewAnalysisDto analysisDto = new HotakeCandidateAiInterviewAnalysisDto();
         String prompt = AiCommonPromptConstants.initializationCandidateAiInterviewAnalysisPrompt();
         String qa = "";
+        String qStr = "";
+        String aStr = "";
         if (CollectionUtil.isNotEmpty(analysisVo.getAiInterviewQuestionRecordVoList())) {
             for (HotakeAiInterviewQuestionRecordVo recordVo : analysisVo.getAiInterviewQuestionRecordVoList()) {
                 if ("assistant".equals(recordVo.getUserType())) {
                     qa = qa + "Question:" + recordVo.getContentText();
+                    qStr = qStr + ";" + recordVo.getContentText();
                 }
                 if ("user".equals(recordVo.getUserType())) {
                     qa = qa + "Answer:" + recordVo.getContentText();
+                    aStr = aStr + ";" + recordVo.getContentText();
                 }
             }
         }
@@ -1139,10 +1144,45 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
             }
         }
         //把面试结果分析和问答Qa保存到记录表中
-        if(analysisVo.getRoleApplyId() != null){
+        if (analysisVo.getRoleApplyId() != null) {
             HotakeRolesApplyInfo applyInfo = hotakeRolesApplyInfoMapper.selectHotakeRolesApplyInfoById(analysisVo.getRoleApplyId());
             applyInfo.setAiInterviewAnalysisJson(JSONUtil.toJsonStr(analysisVo));
             applyInfo.setAiInterviewAnalysisQaJson(JSONUtil.toJsonStr(analysisVo.getAiInterviewQuestionRecordVoList()));
+            HotakeRolesInfo rolesInf = hotakeRolesInfoMapper.selectHotakeRolesInfoById(applyInfo.getRoleId());
+            try {
+                //候选人面试综合评估
+                HotakeCandidateInterviewEvaluationVo evaluationVo = new HotakeCandidateInterviewEvaluationVo();
+
+                evaluationVo.setTitle(rolesInf.getRoleName());
+                evaluationVo.setDescription(rolesInf.getAboutRole());
+                evaluationVo.setRequiredSkills(rolesInf.getRequiredSkillsJson());
+                evaluationVo.setPreferredSkills(rolesInf.getNiceToHaveSkillsJson());
+                evaluationVo.setExperienceRequired(rolesInf.getJobExperience());
+                HotakeCvInfoDto cvInfoDto = JSONUtil.toBean(applyInfo.getCvTemplateJson(), HotakeCvInfoDto.class);
+                evaluationVo.setName(cvInfoDto.getName());
+                evaluationVo.setCurrentPosition(cvInfoDto.getPosition());
+                evaluationVo.setEmail(cvInfoDto.getEmail());
+                evaluationVo.setWorkExperience(JSONUtil.toJsonStr(cvInfoDto.getExperience()));
+                evaluationVo.setSkills(JSONUtil.toJsonStr(cvInfoDto.getSkillsTools()));
+                evaluationVo.setEducation(JSONUtil.toJsonStr(cvInfoDto.getEducation()));
+                evaluationVo.setCertifications("");
+                evaluationVo.setInterviewData(DateUtil.now());
+
+                evaluationVo.setQuestions(qStr);
+                evaluationVo.setAnswers(aStr);
+                evaluationVo.setTechnical(analysisDto.getTechnical().toString());
+                evaluationVo.setCommunication(analysisDto.getCommunication().toString());
+                evaluationVo.setSafetyAwareness("");
+                evaluationVo.setProblemSolving("");
+
+                HotakeCandidateInterviewEvaluationDto evaluationDto = getCandidateInterviewEvaluation(evaluationVo);
+                applyInfo.setEvaluationJson(JSONUtil.toJsonStr(evaluationDto));
+                applyInfo.setEvaluationScore(new BigDecimal(evaluationDto.getOverallScore()));
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+
+
             hotakeRolesApplyInfoMapper.updateHotakeRolesApplyInfo(applyInfo);
         }
         return analysisDto;
@@ -1221,36 +1261,36 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
         try {
             Map dataMap = JSONUtil.toBean(resultJsonOne, Map.class);
             Map scoresMap = (Map) dataMap.get("scores");
-            if(ObjectUtil.isNotEmpty(scoresMap.get("skills"))){
+            if (ObjectUtil.isNotEmpty(scoresMap.get("skills"))) {
                 dto.setSkills(new BigDecimal(scoresMap.get("skills").toString()));
-            }else{
+            } else {
                 dto.setSkills(BigDecimal.ZERO);
             }
-            if(ObjectUtil.isNotEmpty(scoresMap.get("experience"))){
+            if (ObjectUtil.isNotEmpty(scoresMap.get("experience"))) {
                 dto.setExperience(new BigDecimal(scoresMap.get("experience").toString()));
-            }else{
+            } else {
                 dto.setExperience(BigDecimal.ZERO);
             }
-            if(ObjectUtil.isNotEmpty(scoresMap.get("education"))){
+            if (ObjectUtil.isNotEmpty(scoresMap.get("education"))) {
                 dto.setEducation(new BigDecimal(scoresMap.get("education").toString()));
-            }else{
+            } else {
                 dto.setEducation(BigDecimal.ZERO);
             }
-            if(ObjectUtil.isNotEmpty(scoresMap.get("cultural"))){
+            if (ObjectUtil.isNotEmpty(scoresMap.get("cultural"))) {
                 dto.setCultural(new BigDecimal(scoresMap.get("cultural").toString()));
-            }else{
+            } else {
                 dto.setCultural(BigDecimal.ZERO);
             }
-            if(ObjectUtil.isNotEmpty(scoresMap.get("potential"))){
+            if (ObjectUtil.isNotEmpty(scoresMap.get("potential"))) {
                 dto.setPotential(new BigDecimal(scoresMap.get("potential").toString()));
-            }else{
+            } else {
                 dto.setPotential(BigDecimal.ZERO);
             }
 
-            List<String> strengths = (List<String>)dataMap.get("strengths");
+            List<String> strengths = (List<String>) dataMap.get("strengths");
             dto.setStrengths(strengths);
 
-            List<String> weaknesses = (List<String>)dataMap.get("weaknesses");
+            List<String> weaknesses = (List<String>) dataMap.get("weaknesses");
             dto.setWeaknesses(weaknesses);
 
             dto.setReason(dataMap.get("reason").toString());
@@ -1262,7 +1302,7 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
                             add(dto.getCultural().multiply(new BigDecimal(0.15)).add(dto.getPotential().multiply(new BigDecimal(0.15)))));
             dto.setOverallScore(overallScore);
 
-        }catch (Exception e) {
+        } catch (Exception e) {
             e.printStackTrace();
         }
         return dto;
@@ -1305,29 +1345,29 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
         String resultJsonOne = resultStrOne.replaceAll("```json", "").replaceAll("```", "");
         log.info("招聘者查看候选人匹配度结果:{}", resultJsonOne);
         Map dataMap = JSONUtil.toBean(resultJsonOne, Map.class);
-        if(ObjectUtil.isNotEmpty(dataMap.get("strengths_score"))){
+        if (ObjectUtil.isNotEmpty(dataMap.get("strengths_score"))) {
             dto.setStrengthsScore(new BigDecimal(dataMap.get("strengths_score").toString()));
-        }else{
+        } else {
             dto.setStrengthsScore(BigDecimal.ZERO);
         }
-        if(ObjectUtil.isNotEmpty(dataMap.get("differences_score"))){
+        if (ObjectUtil.isNotEmpty(dataMap.get("differences_score"))) {
             dto.setDifferencesScore(new BigDecimal(dataMap.get("differences_score").toString()));
-        }else{
+        } else {
             dto.setDifferencesScore(BigDecimal.ZERO);
         }
-        if(ObjectUtil.isNotEmpty(dataMap.get("cultural_score"))){
+        if (ObjectUtil.isNotEmpty(dataMap.get("cultural_score"))) {
             dto.setCulturalScore(new BigDecimal(dataMap.get("cultural_score").toString()));
-        }else{
+        } else {
             dto.setCulturalScore(BigDecimal.ZERO);
         }
 
-        List<String> strengths = (List<String>)dataMap.get("key_strengths");
+        List<String> strengths = (List<String>) dataMap.get("key_strengths");
         dto.setKeyStrengths(strengths);
 
-        List<String> differences = (List<String>)dataMap.get("key_differences");
+        List<String> differences = (List<String>) dataMap.get("key_differences");
         dto.setKeyDifferences(differences);
 
-        List<String> fitDetails = (List<String>)dataMap.get("cultural_fit_details");
+        List<String> fitDetails = (List<String>) dataMap.get("cultural_fit_details");
         dto.setCulturalFitDetails(fitDetails);
 
         BigDecimal overallScore = dto.getStrengthsScore().multiply(new BigDecimal(0.4)).
@@ -1350,25 +1390,25 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
         String prompt = AiCommonPromptConstants.initializationCandidateInterviewEvaluationPrompt();
 
         String userPrompt_1 = "Job Posting:\n" +
-                "Title: "+evaluationVo.getTitle()+"\n" +
+                "Title: " + evaluationVo.getTitle() + "\n" +
-                "Description: "+evaluationVo.getDescription()+"\n" +
+                "Description: " + evaluationVo.getDescription() + "\n" +
-                "Required Skills: "+evaluationVo.getRequiredSkills()+"\n" +
+                "Required Skills: " + evaluationVo.getRequiredSkills() + "\n" +
-                "Preferred Skills: "+evaluationVo.getPreferredSkills()+"\n" +
+                "Preferred Skills: " + evaluationVo.getPreferredSkills() + "\n" +
-                "Experience Required: "+evaluationVo.getExperienceRequired()+"\n" +
+                "Experience Required: " + evaluationVo.getExperienceRequired() + "\n" +
                 "\n" +
                 "Candidate Information:\n" +
-                "Name: "+evaluationVo.getName()+"\n" +
+                "Name: " + evaluationVo.getName() + "\n" +
-                "Current Position: "+evaluationVo.getCurrentPosition()+"\n" +
+                "Current Position: " + evaluationVo.getCurrentPosition() + "\n" +
-                "Email: "+evaluationVo.getEmail()+"\n" +
+                "Email: " + evaluationVo.getEmail() + "\n" +
-                "Work Experience: "+evaluationVo.getWorkExperience()+"\n" +
+                "Work Experience: " + evaluationVo.getWorkExperience() + "\n" +
-                "Skills: "+evaluationVo.getSkills()+"\n" +
+                "Skills: " + evaluationVo.getSkills() + "\n" +
-                "Education: "+evaluationVo.getEducation()+"\n" +
+                "Education: " + evaluationVo.getEducation() + "\n" +
-                "Certifications: "+evaluationVo.getCertifications()+"\n" +
+                "Certifications: " + evaluationVo.getCertifications() + "\n" +
                 "\n" +
-                "Interview Data:"+evaluationVo.getInterviewData()+"\n" +
+                "Interview Data:" + evaluationVo.getInterviewData() + "\n" +
-                "Questions: "+evaluationVo.getQuestions()+"\n" +
+                "Questions: " + evaluationVo.getQuestions() + "\n" +
-                "Answers: "+evaluationVo.getAnswers()+"\n" +
+                "Answers: " + evaluationVo.getAnswers() + "\n" +
-                "Scores: Technical="+evaluationVo.getTechnical()+", Communication="+evaluationVo.getCommunication()+", Safety Awareness="+evaluationVo.getSafetyAwareness()+", Problem Solving="+evaluationVo.getProblemSolving()+"}\n" +
+                "Scores: Technical=" + evaluationVo.getTechnical() + ", Communication=" + evaluationVo.getCommunication() + ", Safety Awareness=" + evaluationVo.getSafetyAwareness() + ", Problem Solving=" + evaluationVo.getProblemSolving() + "}\n" +
                 "\n" +
                 "Please analyze this candidate and provide a comprehensive overview with Assessment, Rating, and Questions scores.";
 
@@ -1387,27 +1427,27 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
         String resultJsonOne = resultStrOne.replaceAll("```json", "").replaceAll("```", "");
         log.info("候选人面试综合评估:{}", resultJsonOne);
         Map dataMap = JSONUtil.toBean(resultJsonOne, Map.class);
-        Map scoreBreakdownMap = (Map)dataMap.get("score_breakdown");
+        Map scoreBreakdownMap = (Map) dataMap.get("score_breakdown");
-        if(scoreBreakdownMap != null){
+        if (scoreBreakdownMap != null) {
-            Map assessmentMap = (Map)scoreBreakdownMap.get("assessment");
+            Map assessmentMap = (Map) scoreBreakdownMap.get("assessment");
-            if(assessmentMap != null){
+            if (assessmentMap != null) {
                 dto.setAssessmentScore(assessmentMap.get("score").toString());
                 dto.setAssessmentLevel(assessmentMap.get("score").toString());
-                List<String> details = (List<String>)assessmentMap.get("details");
+                List<String> details = (List<String>) assessmentMap.get("details");
                 dto.setAssessmentDetails(details);
             }
-            Map ratingMap = (Map)scoreBreakdownMap.get("rating");
+            Map ratingMap = (Map) scoreBreakdownMap.get("rating");
-            if(ratingMap != null){
+            if (ratingMap != null) {
                 dto.setRatingScore(ratingMap.get("score").toString());
                 dto.setRatingLevel(ratingMap.get("score").toString());
-                List<String> details = (List<String>)ratingMap.get("details");
+                List<String> details = (List<String>) ratingMap.get("details");
                 dto.setRatingDetails(details);
             }
-            Map questionsMap = (Map)scoreBreakdownMap.get("questions");
+            Map questionsMap = (Map) scoreBreakdownMap.get("questions");
-            if(questionsMap != null){
+            if (questionsMap != null) {
                 dto.setQuestionsScore(questionsMap.get("score").toString());
                 dto.setQuestionsLevel(questionsMap.get("score").toString());
-                List<String> details = (List<String>)questionsMap.get("details");
+                List<String> details = (List<String>) questionsMap.get("details");
                 dto.setQuestionsDetails(details);
             }
         }

vetti-hotakes/src/main/resources/mapper/hotake/HotakeRolesApplyInfoMapper.xml

@@ -52,9 +52,7 @@ PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
         select id, candidate_id,recruiter_id, role_id, full_name, email, phone_number, cv_file, cv_file_suffix,file_size_show,
                cover_letter, candidate_status, stage, last_contact, cv_template_json, cv_score, cv_md5, experience, ai_match_score,
                ai_match_score_percentage,status, ai_cv_scoring_ranking_json,ai_cv_score,candidate_compatibility_json,
-               candidate_compatibility_score,evaluation_json,evaluation_score,
+               candidate_compatibility_score,evaluation_json,evaluation_score,ai_interview_analysis_json,ai_interview_analysis_qa_json,
-               ai_match_score_percentage,status, ai_cv_scoring_ranking_json,ai_cv_score,candidate_compatibility_json,
-               candidate_compatibility_score,ai_interview_analysis_json,ai_interview_analysis_qa_json,
                del_flag, create_by, create_time, update_by, update_time, remark from hotake_roles_apply_info
     </sql>