AI 候选人面试综合评估

vetti-admin/src/main/java/com/vetti/web/controller/ai/HotakeAiCommonToolsController.java

@@ -218,7 +218,7 @@ public class HotakeAiCommonToolsController extends BaseController {
      */
     @ApiOperation("候选人面试综合评估")
     @PostMapping(value = "/candidateInterviewEvaluation")
-    public R<HotakeCandidateCompatibilityDto> candidateInterviewEvaluation(@RequestBody HotakeCandidateInterviewEvaluationVo evaluationVo)
+    public R<HotakeCandidateInterviewEvaluationDto> candidateInterviewEvaluation(@RequestBody HotakeCandidateInterviewEvaluationVo evaluationVo)
     {
         return R.ok(hotakeAiCommonToolsService.getCandidateInterviewEvaluation(evaluationVo));
     }

vetti-admin/src/main/resources/application-druid.yml

@@ -191,6 +191,7 @@ chatGpt:
     modelAiIntPf: gpt-4o-mini
     modelAiCvSr: gpt-4o-mini
     modelAiCac: gpt-4o-mini
+    modelAiCiv: gpt-4o-mini
     role: system
 
 http:

vetti-common/src/main/java/com/vetti/common/ai/gpt/ChatGPTClient.java

@@ -88,6 +88,9 @@ public class ChatGPTClient {
     @Value("${chatGpt.modelAiCac}")
     private String modelAiCac;
 
+    @Value("${chatGpt.modelAiCiv}")
+    private String modelAiCiv;
+
     @Value("${chatGpt.role}")
     private String role;
 
@@ -158,6 +161,9 @@ public class ChatGPTClient {
             }else if("AICAC".equals(type)){
                 //招聘者查看候选人匹配度
                 resultText = sendMessage(promptText, modelAiCac,objectMapper,client,role);
+            }else if("AICIV".equals(type)){
+                //候选人面试综合评估
+                resultText = sendMessage(promptText, modelAiCiv,objectMapper,client,role);
             }else {
                 resultText = sendMessage(promptText, modelQuestion,objectMapper,client,role);
             }

vetti-hotakes/src/main/java/com/vetti/hotake/domain/HotakeRolesApplyInfo.java

@@ -6,6 +6,7 @@ import java.util.List;
 import com.vetti.common.core.domain.entity.SysUser;
 import com.vetti.hotake.domain.dto.HotakeAiCvScoringRankingDto;
 import com.vetti.hotake.domain.dto.HotakeCandidateCompatibilityDto;
+import com.vetti.hotake.domain.dto.HotakeCandidateInterviewEvaluationDto;
 import com.vetti.hotake.domain.dto.HotakeCvInfoDto;
 import lombok.Data;
 import lombok.experimental.Accessors;
@@ -136,6 +137,12 @@ public class HotakeRolesApplyInfo extends BaseEntity
     @ApiModelProperty("候选人匹配度最终得分")
     private BigDecimal candidateCompatibilityScore;
 
+    @ApiModelProperty("候选人面试综合评估JSON")
+    private String evaluationJson;
+
+    @ApiModelProperty("候选人面试综合评估最终得分")
+    private BigDecimal evaluationScore;
+
     @ApiModelProperty("岗位信息")
     private HotakeRolesInfo rolesInfo;
 
@@ -154,6 +161,9 @@ public class HotakeRolesApplyInfo extends BaseEntity
     @ApiModelProperty("招聘者查看候选人匹配度数据对象")
     private HotakeCandidateCompatibilityDto compatibilityDto;
 
+    @ApiModelProperty("候选人面试综合评估数据对象")
+    private HotakeCandidateInterviewEvaluationDto evaluationDto;
+
     @ApiModelProperty("岗位申请ID数据集合")
     private List<Long> applyRoleIdList;
 

vetti-hotakes/src/main/java/com/vetti/hotake/domain/dto/HotakeCandidateInterviewEvaluationDto.java

@@ -0,0 +1,51 @@
+package com.vetti.hotake.domain.dto;
+
+import io.swagger.annotations.ApiModelProperty;
+import lombok.Data;
+import lombok.experimental.Accessors;
+
+import java.util.List;
+
+/**
+ * 候选人面试综合评估  返回对象
+ *
+ * @author ID
+ * @date 2025-09-06
+ */
+@Data
+@Accessors(chain = true)
+public class HotakeCandidateInterviewEvaluationDto {
+
+    @ApiModelProperty("评估分数")
+    private String assessmentScore;
+
+    @ApiModelProperty("评估等级")
+    private String assessmentLevel;
+
+    @ApiModelProperty("评估明细说明")
+    private List<String> assessmentDetails;
+
+    @ApiModelProperty("评分分数")
+    private String ratingScore;
+
+    @ApiModelProperty("评分等级")
+    private String ratingLevel;
+
+    @ApiModelProperty("评分明细说明")
+    private List<String> ratingDetails;
+
+    @ApiModelProperty("问答分数")
+    private String questionsScore;
+
+    @ApiModelProperty("问答等级")
+    private String questionsLevel;
+
+    @ApiModelProperty("问答明细说明")
+    private List<String> questionsDetails;
+
+    @ApiModelProperty("综合分数")
+    private String overallScore;
+
+    @ApiModelProperty("推荐说明")
+    private String recommendation;
+}

vetti-hotakes/src/main/java/com/vetti/hotake/domain/vo/HotakeCandidateInterviewEvaluationVo.java

@@ -50,6 +50,9 @@ public class HotakeCandidateInterviewEvaluationVo {
     @ApiModelProperty("证书")
     private String certifications;
 
+    @ApiModelProperty("面试时间")
+    private String interviewData;
+
     @ApiModelProperty("问题")
     private String questions;
 

vetti-hotakes/src/main/java/com/vetti/hotake/service/IHotakeAiCommonToolsService.java

@@ -156,6 +156,6 @@ public interface IHotakeAiCommonToolsService {
      * @param evaluationVo 候选人面试综合评估 输入信息
      * @return
      */
-    public HotakeCandidateCompatibilityDto getCandidateInterviewEvaluation(HotakeCandidateInterviewEvaluationVo evaluationVo);
+    public HotakeCandidateInterviewEvaluationDto getCandidateInterviewEvaluation(HotakeCandidateInterviewEvaluationVo evaluationVo);
 
 }

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

@@ -1340,30 +1340,30 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
      * @return
      */
     @Override
-    public HotakeCandidateCompatibilityDto getCandidateInterviewEvaluation(HotakeCandidateInterviewEvaluationVo evaluationVo) {
+    public HotakeCandidateInterviewEvaluationDto getCandidateInterviewEvaluation(HotakeCandidateInterviewEvaluationVo evaluationVo) {
-        HotakeCandidateCompatibilityDto dto = new HotakeCandidateCompatibilityDto();
+        HotakeCandidateInterviewEvaluationDto dto = new HotakeCandidateInterviewEvaluationDto();
         String prompt = AiCommonPromptConstants.initializationCandidateInterviewEvaluationPrompt();
 
         String userPrompt_1 = "Job Posting:\n" +
                 "Title: "+evaluationVo.getTitle()+"\n" +
                 "Description: "+evaluationVo.getDescription()+"\n" +
-                "Required Skills: ${jobPosting.required_skills.join(', ')}\n" +
+                "Required Skills: "+evaluationVo.getRequiredSkills()+"\n" +
-                "Preferred Skills: ${jobPosting.preferred_skills.join(', ')}\n" +
+                "Preferred Skills: "+evaluationVo.getPreferredSkills()+"\n" +
-                "Experience Required: ${jobPosting.experience_required}\n" +
+                "Experience Required: "+evaluationVo.getExperienceRequired()+"\n" +
                 "\n" +
                 "Candidate Information:\n" +
-                "Name: ${candidate.name}\n" +
+                "Name: "+evaluationVo.getName()+"\n" +
-                "Current Position: ${candidate.current_position}\n" +
+                "Current Position: "+evaluationVo.getCurrentPosition()+"\n" +
-                "Email: ${candidate.email}\n" +
+                "Email: "+evaluationVo.getEmail()+"\n" +
-                "Work Experience: ${candidate.work_experience}\n" +
+                "Work Experience: "+evaluationVo.getWorkExperience()+"\n" +
-                "Skills: ${candidate.skills.join(', ')}\n" +
+                "Skills: "+evaluationVo.getSkills()+"\n" +
-                "Education: ${candidate.education}\n" +
+                "Education: "+evaluationVo.getEducation()+"\n" +
-                "Certifications: ${candidate.certifications.join(', ')}\n" +
+                "Certifications: "+evaluationVo.getCertifications()+"\n" +
                 "\n" +
-                "${interviewData ? `Interview Data:\n" +
+                "Interview Data:"+evaluationVo.getInterviewData()+"\n" +
-                "Questions: ${interviewData.questions.join('; ')}\n" +
+                "Questions: "+evaluationVo.getQuestions()+"\n" +
-                "Answers: ${interviewData.answers.join('; ')}\n" +
+                "Answers: "+evaluationVo.getAnswers()+"\n" +
-                "Scores: Technical=${interviewData.scores.technical}, Communication=${interviewData.scores.communication}, Safety Awareness=${interviewData.scores.safety_awareness}, Problem Solving=${interviewData.scores.problem_solving}` : ''}\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.";
 
@@ -1378,38 +1378,37 @@ public class HotakeAiCommonToolsServiceImpl extends BaseServiceImpl implements I
         mapUserEntityOne.put("content", userPrompt_1);
         listOne.add(mapUserEntityOne);
         String promptJsonOne = JSONUtil.toJsonStr(listOne);
-        String resultStrOne = chatGPTClient.handleAiChat(promptJsonOne, "AICAC");
+        String resultStrOne = chatGPTClient.handleAiChat(promptJsonOne, "AICIV");
         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);
-        if(ObjectUtil.isNotEmpty(dataMap.get("strengths_score"))){
+        Map scoreBreakdownMap = (Map)dataMap.get("score_breakdown");
-            dto.setStrengthsScore(new BigDecimal(dataMap.get("strengths_score").toString()));
+        if(scoreBreakdownMap != null){
-        }else{
+            Map assessmentMap = (Map)scoreBreakdownMap.get("assessment");
-            dto.setStrengthsScore(BigDecimal.ZERO);
+            if(assessmentMap != null){
+                dto.setAssessmentScore(assessmentMap.get("score").toString());
+                dto.setAssessmentLevel(assessmentMap.get("score").toString());
+                List<String> details = (List<String>)assessmentMap.get("details");
+                dto.setAssessmentDetails(details);
             }
-        if(ObjectUtil.isNotEmpty(dataMap.get("differences_score"))){
+            Map ratingMap = (Map)scoreBreakdownMap.get("rating");
-            dto.setDifferencesScore(new BigDecimal(dataMap.get("differences_score").toString()));
+            if(ratingMap != null){
-        }else{
+                dto.setRatingScore(ratingMap.get("score").toString());
-            dto.setDifferencesScore(BigDecimal.ZERO);
+                dto.setRatingLevel(ratingMap.get("score").toString());
+                List<String> details = (List<String>)ratingMap.get("details");
+                dto.setRatingDetails(details);
+            }
+            Map questionsMap = (Map)scoreBreakdownMap.get("questions");
+            if(questionsMap != null){
+                dto.setQuestionsScore(questionsMap.get("score").toString());
+                dto.setQuestionsLevel(questionsMap.get("score").toString());
+                List<String> details = (List<String>)questionsMap.get("details");
+                dto.setQuestionsDetails(details);
             }
-        if(ObjectUtil.isNotEmpty(dataMap.get("cultural_score"))){
-            dto.setCulturalScore(new BigDecimal(dataMap.get("cultural_score").toString()));
-        }else{
-            dto.setCulturalScore(BigDecimal.ZERO);
         }
 
-        List<String> strengths = (List<String>)dataMap.get("key_strengths");
+        dto.setOverallScore(dataMap.get("overall_score").toString());
-        dto.setKeyStrengths(strengths);
+        dto.setRecommendation(dataMap.get("recommendation").toString());
-
-        List<String> differences = (List<String>)dataMap.get("key_differences");
-        dto.setKeyDifferences(differences);
-
-        List<String> fitDetails = (List<String>)dataMap.get("cultural_fit_details");
-        dto.setCulturalFitDetails(fitDetails);
-
-        BigDecimal overallScore = dto.getStrengthsScore().multiply(new BigDecimal(0.4)).
-                add(dto.getDifferencesScore().multiply(new BigDecimal(0.3)).add(dto.getCulturalScore().multiply(new BigDecimal(0.3))));
-        dto.setOverallScore(overallScore);
 
         return dto;
     }

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

@@ -18,15 +18,9 @@ import com.vetti.common.utils.DateUtils;
 import com.vetti.common.utils.SecurityUtils;
 import com.vetti.common.utils.readFile.FileContentUtil;
 import com.vetti.hotake.domain.*;
-import com.vetti.hotake.domain.dto.HotakeAiCvScoringRankingDto;
+import com.vetti.hotake.domain.dto.*;
-import com.vetti.hotake.domain.dto.HotakeCandidateCompatibilityDto;
-import com.vetti.hotake.domain.dto.HotakeCvInfoDto;
-import com.vetti.hotake.domain.dto.HotakeInitialQuestionEliminationScoreDto;
 import com.vetti.hotake.domain.dto.VcDto.*;
-import com.vetti.hotake.domain.vo.HotakeAiCvScoringRankingRoleApplyVo;
+import com.vetti.hotake.domain.vo.*;
-import com.vetti.hotake.domain.vo.HotakeCandidateCompatibilityVo;
-import com.vetti.hotake.domain.vo.HotakeInitScreQuestionsReplyRecordInfoVo;
-import com.vetti.hotake.domain.vo.HotakeInitialQuestionEliminationScoreVo;
 import com.vetti.hotake.mapper.HotakeCvInfoMapper;
 import com.vetti.hotake.mapper.HotakeRolesApplyInfoMapper;
 import com.vetti.hotake.mapper.HotakeRolesInfoMapper;
@@ -264,22 +258,53 @@ public class HotakeInitScreQuestionsReplyRecordInfoServiceImpl extends BaseServi
             applyInfo.setAiCvScore(scoringRankingDto.getOverallScore());
 
             //招聘者查看候选人匹配度
-            HotakeCandidateCompatibilityVo compatibilityVo = new HotakeCandidateCompatibilityVo();
+//            HotakeCandidateCompatibilityVo compatibilityVo = new HotakeCandidateCompatibilityVo();
-            compatibilityVo.setPosition(rolesInf.getRoleName());
+//            compatibilityVo.setPosition(rolesInf.getRoleName());
+//            HotakeCvInfoDto cvInfoDto = JSONUtil.toBean(applyInfo.getCvTemplateJson(), HotakeCvInfoDto.class);
+//            compatibilityVo.setCurrentPosition(cvInfoDto.getPosition());
+//            compatibilityVo.setOverallRating(scoringRankingDto.getOverallScore().toString());
+//            compatibilityVo.setWorkExperience(cvInfoDto.getExperienceYear());
+//            List<String> skills = new ArrayList<>();
+//            if(CollectionUtil.isNotEmpty(cvInfoDto.getSkillsTools())){
+//                for (VcSkillsToolsDto toolsDto : cvInfoDto.getSkillsTools()){
+//                    skills.add(toolsDto.getContent());
+//                }
+//            }
+//            compatibilityVo.setSkills(skills);
+//
+//
+//
+//            HotakeCandidateCompatibilityDto compatibilityDto = aiCommonToolsService.handleCandidateCompatibility(compatibilityVo);
+//            applyInfo.setCandidateCompatibilityJson(JSONUtil.toJsonStr(compatibilityDto));
+//            applyInfo.setCandidateCompatibilityScore(compatibilityDto.getOverallScore());
+
+            //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);
-            compatibilityVo.setCurrentPosition(cvInfoDto.getPosition());
+            evaluationVo.setName(cvInfoDto.getName());
-            compatibilityVo.setOverallRating(scoringRankingDto.getOverallScore().toString());
+            evaluationVo.setCurrentPosition(cvInfoDto.getPosition());
-            compatibilityVo.setWorkExperience(cvInfoDto.getExperienceYear());
+            evaluationVo.setEmail(cvInfoDto.getEmail());
-            List<String> skills = new ArrayList<>();
+            evaluationVo.setWorkExperience(JSONUtil.toJsonStr(cvInfoDto.getExperience()));
-            if(CollectionUtil.isNotEmpty(cvInfoDto.getSkillsTools())){
+            evaluationVo.setSkills(JSONUtil.toJsonStr(cvInfoDto.getSkillsTools()));
-                for (VcSkillsToolsDto toolsDto : cvInfoDto.getSkillsTools()){
+            evaluationVo.setEducation(JSONUtil.toJsonStr(cvInfoDto.getEducation()));
-                    skills.add(toolsDto.getContent());
+            evaluationVo.setCertifications("");
-                }
+            evaluationVo.setInterviewData("");
-            }
+            evaluationVo.setQuestions("");
-            compatibilityVo.setSkills(skills);
+            evaluationVo.setAnswers("");
-            HotakeCandidateCompatibilityDto compatibilityDto = aiCommonToolsService.handleCandidateCompatibility(compatibilityVo);
+            evaluationVo.setTechnical("");
-            applyInfo.setCandidateCompatibilityJson(JSONUtil.toJsonStr(compatibilityDto));
+            evaluationVo.setCommunication("");
-            applyInfo.setCandidateCompatibilityScore(compatibilityDto.getOverallScore());
+            evaluationVo.setSafetyAwareness("");
+            evaluationVo.setProblemSolving("");
+
+            HotakeCandidateInterviewEvaluationDto evaluationDto = aiCommonToolsService.getCandidateInterviewEvaluation(evaluationVo);
+            applyInfo.setEvaluationJson(JSONUtil.toJsonStr(evaluationDto));
+            applyInfo.setEvaluationScore(new BigDecimal(evaluationDto.getOverallScore()));
 
             applyInfo.setRecruiterId(rolesInf.getRecruiterId());
             applyInfo.setStage(StageEnum.APPLIED.getCode());

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

@@ -32,6 +32,9 @@ PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
         <result property="candidateCompatibilityJson" column="candidate_compatibility_json" />
         <result property="candidateCompatibilityScore" column="candidate_compatibility_score" />
 
+        <result property="evaluationJson" column="evaluation_json" />
+        <result property="evaluationScore" column="evaluation_score" />
+
 
         <result property="delFlag"    column="del_flag"    />
         <result property="createBy"    column="create_by"    />
@@ -44,7 +47,8 @@ PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
     <sql id="selectHotakeRolesApplyInfoVo">
         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,
+               ai_match_score_percentage,status, ai_cv_scoring_ranking_json,ai_cv_score,candidate_compatibility_json,
+               candidate_compatibility_score,evaluation_json,evaluation_score,
                del_flag, create_by, create_time, update_by, update_time, remark from hotake_roles_apply_info
     </sql>
 
@@ -178,6 +182,9 @@ PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
             <if test="candidateCompatibilityJson != null">candidate_compatibility_json,</if>
             <if test="candidateCompatibilityScore != null">candidate_compatibility_score,</if>
 
+            <if test="evaluationJson != null">evaluation_json,</if>
+            <if test="evaluationScore != null">evaluation_score,</if>
+
             <if test="delFlag != null">del_flag,</if>
             <if test="createBy != null">create_by,</if>
             <if test="createTime != null">create_time,</if>
@@ -212,6 +219,9 @@ PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
             <if test="candidateCompatibilityJson != null">#{candidateCompatibilityJson},</if>
             <if test="candidateCompatibilityScore != null">#{candidateCompatibilityScore},</if>
 
+            <if test="evaluationJson != null">#{evaluationJson},</if>
+            <if test="evaluationScore != null">#{evaluationScore},</if>
+
             <if test="delFlag != null">#{delFlag},</if>
             <if test="createBy != null">#{createBy},</if>
             <if test="createTime != null">#{createTime},</if>
@@ -250,6 +260,9 @@ PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
             <if test="candidateCompatibilityJson != null">candidate_compatibility_json = #{candidateCompatibilityJson},</if>
             <if test="candidateCompatibilityScore != null">candidate_compatibility_score = #{candidateCompatibilityScore},</if>
 
+            <if test="evaluationJson != null">evaluation_json = #{evaluationJson},</if>
+            <if test="evaluationScore != null">evaluation_score = #{evaluationScore},</if>
+
             <if test="delFlag != null">del_flag = #{delFlag},</if>
             <if test="createBy != null">create_by = #{createBy},</if>
             <if test="createTime != null">create_time = #{createTime},</if>