简历业务逻辑完善
This commit is contained in:
@@ -37,11 +37,6 @@ import java.util.concurrent.ConcurrentHashMap;
|
||||
@Component
|
||||
public class ChatWebSocketHandler {
|
||||
|
||||
/**
|
||||
* 追问问题标记
|
||||
*/
|
||||
private final String QUESTION_FLAG = "FOLLOW-UP:";
|
||||
|
||||
/**
|
||||
* 评分标记
|
||||
*/
|
||||
@@ -180,16 +175,16 @@ public class ChatWebSocketHandler {
|
||||
Boolean isEndFlag = getInterviewScore(clientId,promptJson, session, "");
|
||||
if(isEndFlag){
|
||||
log.info("面试回答符合条件规则,继续追问啦!!!!!");
|
||||
final int[] resultNum = {(int) (Math.random() * 2) + 1};
|
||||
aiStreamClient.streamChat(promptJson, new OpenAiStreamListenerService() {
|
||||
int resultNum = (int) (Math.random() * 2) + 1;
|
||||
@Override
|
||||
public void onMessage(String content) {
|
||||
log.info("返回AI结果:{}", content.replaceAll("\n", ""));
|
||||
//获取1和2的随机数
|
||||
if(resultNum == 1){
|
||||
if(resultNum[0] == 1){
|
||||
content = "";
|
||||
}
|
||||
resultNum = resultNum+1;
|
||||
resultNum[0] = resultNum[0] +1;
|
||||
log.info("提问的问题:{}",content);
|
||||
// String contentData = content.replaceAll("\n", "");
|
||||
//返回是追问的问题
|
||||
@@ -441,7 +436,7 @@ public class ChatWebSocketHandler {
|
||||
resultEntity.put("type", "score");
|
||||
try{
|
||||
//返回评分语音
|
||||
sendTTSBuffer(clientId,resultMsg,session);
|
||||
// sendTTSBuffer(clientId,resultMsg,session);
|
||||
|
||||
//返回最终的评分结构
|
||||
log.info("返回最终的评分结构:{}",JSONUtil.toJsonStr(resultEntity));
|
||||
@@ -556,7 +551,7 @@ public class ChatWebSocketHandler {
|
||||
sendVoiceBuffer(openingPathUrl, session);
|
||||
|
||||
//返回评分语音
|
||||
sendTTSBuffer(clientId,scoreText,session);
|
||||
// sendTTSBuffer(clientId,scoreText,session);
|
||||
|
||||
Map<String, String> resultEntity = new HashMap<>();
|
||||
resultEntity.put("content", scoreText);
|
||||
|
||||
@@ -44,7 +44,7 @@ token:
|
||||
# 令牌密钥
|
||||
secret: abcdefghijklmnopqrstuvwxyz
|
||||
# 令牌有效期(默认30分钟)
|
||||
expireTime: 30
|
||||
expireTime: 2400
|
||||
|
||||
# MyBatis配置
|
||||
mybatis:
|
||||
|
||||
@@ -60,7 +60,7 @@ public class ChatGPTClient {
|
||||
if("CV".equals(type)){
|
||||
resultText = sendMessage(promptText, modelCV,objectMapper,client,role);
|
||||
}else if("QA".equals(type)){
|
||||
resultText = sendMessage(promptText, "ft:gpt-3.5-turbo-0125:vetti:construction-labourer-test:CWKBNvE2",objectMapper,client,role);
|
||||
resultText = sendMessage(promptText, model,objectMapper,client,role);
|
||||
} else {
|
||||
resultText = sendMessage(promptText, model,objectMapper,client,role);
|
||||
}
|
||||
|
||||
@@ -0,0 +1,30 @@
|
||||
package com.vetti.common.enums;
|
||||
|
||||
/**
|
||||
* minio 桶的名称
|
||||
*/
|
||||
public enum MinioBucketNameEnum {
|
||||
|
||||
CV("cv-fs", "简历"),
|
||||
NOTICE_TYPE("noticetype-fs", "通知"),
|
||||
;
|
||||
|
||||
private final String code;
|
||||
private final String info;
|
||||
|
||||
MinioBucketNameEnum(String code, String info)
|
||||
{
|
||||
this.code = code;
|
||||
this.info = info;
|
||||
}
|
||||
|
||||
public String getCode()
|
||||
{
|
||||
return code;
|
||||
}
|
||||
|
||||
public String getInfo()
|
||||
{
|
||||
return info;
|
||||
}
|
||||
}
|
||||
@@ -563,6 +563,90 @@ public class ResumeTextExtractor {
|
||||
return projects.getOrDefault(role, projects.get("Project Manager"));
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 提取个人总结/简介
|
||||
*
|
||||
* @param text 简历文本
|
||||
* @param role 申请职位
|
||||
* @param experienceYears 工作经验年数
|
||||
* @param skills 技能列表
|
||||
* @return 个人总结
|
||||
*/
|
||||
public String extractSummary(String text, String role, int experienceYears, List<String> skills) {
|
||||
// 查找明确的总结段落
|
||||
String[] summaryPatterns = {
|
||||
"(?:summary|profile|objective|about|overview)[:\\s]*([^\\n\\r]{50,200})",
|
||||
"(?:professional\\s+summary|career\\s+summary|personal\\s+statement)[:\\s]*([^\\n\\r]{50,200})"
|
||||
};
|
||||
|
||||
for (String patternStr : summaryPatterns) {
|
||||
Pattern pattern = Pattern.compile(patternStr, Pattern.CASE_INSENSITIVE);
|
||||
Matcher matcher = pattern.matcher(text);
|
||||
|
||||
if (matcher.find() && matcher.group(1) != null) {
|
||||
String summary = matcher.group(1).trim();
|
||||
if (summary.length() >= 30 && summary.length() <= 200) {
|
||||
return cleanSummary(summary);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// 如果没有找到明确的总结,基于经验和技能生成
|
||||
return generateSummary(role, experienceYears, skills);
|
||||
}
|
||||
|
||||
/**
|
||||
* 清理总结文本
|
||||
*
|
||||
* @param summary 原始总结文本
|
||||
* @return 清理后的总结
|
||||
*/
|
||||
private String cleanSummary(String summary) {
|
||||
return summary
|
||||
.replaceAll("[^\\w\\s\\-\\.,]", "") // 移除特殊字符
|
||||
.replaceAll("\\s+", " ") // 合并多个空格
|
||||
.trim();
|
||||
}
|
||||
|
||||
/**
|
||||
* 基于职位和经验生成个人总结
|
||||
*
|
||||
* @param role 申请职位
|
||||
* @param experienceYears 工作经验年数
|
||||
* @param skills 技能列表
|
||||
* @return 生成的个人总结
|
||||
*/
|
||||
private String generateSummary(String role, int experienceYears, List<String> skills) {
|
||||
String experienceLevel = experienceYears >= 8 ? "Senior" :
|
||||
experienceYears >= 4 ? "Experienced" : "Entry-level";
|
||||
|
||||
String roleDesc;
|
||||
if ("Project Manager".equals(role)) {
|
||||
roleDesc = "construction professional with proven project management experience";
|
||||
} else {
|
||||
roleDesc = "contracts professional with strong legal and negotiation background";
|
||||
}
|
||||
|
||||
String topSkills = "";
|
||||
if (skills.size() >= 2) {
|
||||
topSkills = skills.get(0).toLowerCase() + " and " + skills.get(1).toLowerCase();
|
||||
} else if (!skills.isEmpty()) {
|
||||
topSkills = skills.get(0).toLowerCase();
|
||||
}
|
||||
|
||||
if (experienceYears >= 8) {
|
||||
return String.format("%s %s with %d years of experience in %s and industry best practices",
|
||||
experienceLevel, roleDesc, experienceYears, topSkills);
|
||||
} else if (experienceYears >= 4) {
|
||||
return String.format("%s %s with solid background in %s and commitment to quality delivery",
|
||||
experienceLevel, roleDesc, topSkills);
|
||||
} else {
|
||||
return String.format("%s candidate seeking career growth in construction with foundation in %s",
|
||||
experienceLevel, topSkills);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 主要提取方法 - 从简历文本中提取所有结构化信息
|
||||
*
|
||||
@@ -591,6 +675,8 @@ public class ResumeTextExtractor {
|
||||
// 教育背景列表
|
||||
resumeData.setEducation(extractEducation(text));
|
||||
|
||||
resumeData.setSummary(extractSummary(text, role, personalInfo.getExperienceYears(), resumeData.getSkills()));
|
||||
|
||||
return resumeData;
|
||||
}
|
||||
|
||||
|
||||
@@ -27,4 +27,7 @@ public class ResumeData {
|
||||
|
||||
@ApiModelProperty("候选人教育经历")
|
||||
private List<Education> education;
|
||||
|
||||
@ApiModelProperty("个人总结")
|
||||
private String summary;
|
||||
}
|
||||
|
||||
@@ -28,7 +28,8 @@ public class AuthenticationEntryPointImpl implements AuthenticationEntryPoint, S
|
||||
throws IOException
|
||||
{
|
||||
int code = HttpStatus.UNAUTHORIZED;
|
||||
String msg = StringUtils.format("请求访问:{},认证失败,无法访问系统资源", request.getRequestURI());
|
||||
//认证失败,无法访问系统资源
|
||||
String msg = StringUtils.format("Request access:{},authentication failed, unable to access system resources", request.getRequestURI());
|
||||
ServletUtils.renderString(response, JSON.toJSONString(AjaxResult.error(code, msg)));
|
||||
}
|
||||
}
|
||||
|
||||
@@ -41,7 +41,7 @@ public interface IHotakeCvInfoService
|
||||
* @param hotakeCvInfo 简历信息
|
||||
* @return 结果
|
||||
*/
|
||||
public HotakeCvInfo handleHotakeCvInfo(HotakeCvInfo hotakeCvInfo);
|
||||
public void handleHotakeCvInfo(HotakeCvInfo hotakeCvInfo);
|
||||
|
||||
|
||||
/**
|
||||
|
||||
@@ -8,17 +8,22 @@ import java.util.LinkedList;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
import cn.hutool.core.util.StrUtil;
|
||||
import cn.hutool.json.JSONUtil;
|
||||
import com.vetti.common.ai.gpt.ChatGPTClient;
|
||||
import com.vetti.common.core.service.BaseServiceImpl;
|
||||
import com.vetti.common.enums.FillTypeEnum;
|
||||
import com.vetti.common.enums.MinioBucketNameEnum;
|
||||
import com.vetti.common.utils.DateUtils;
|
||||
import com.vetti.common.utils.SecurityUtils;
|
||||
import com.vetti.common.utils.file.MinioUtil;
|
||||
import com.vetti.common.utils.readFile.FileContentUtil;
|
||||
import com.vetti.common.utils.readText.ResumeTextExtractor;
|
||||
import com.vetti.common.utils.readText.vo.ResumeData;
|
||||
import com.vetti.hotake.domain.HotakeProblemBaseInfo;
|
||||
import com.vetti.hotake.service.IHotakeProblemBaseInfoService;
|
||||
import io.minio.GetObjectArgs;
|
||||
import io.minio.MinioClient;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.stereotype.Service;
|
||||
@@ -28,6 +33,8 @@ import com.vetti.hotake.mapper.HotakeCvInfoMapper;
|
||||
import com.vetti.hotake.domain.HotakeCvInfo;
|
||||
import com.vetti.hotake.service.IHotakeCvInfoService;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
|
||||
/**
|
||||
* 简历信息Service业务层处理
|
||||
*
|
||||
@@ -39,12 +46,22 @@ import com.vetti.hotake.service.IHotakeCvInfoService;
|
||||
@Service
|
||||
public class HotakeCvInfoServiceImpl extends BaseServiceImpl implements IHotakeCvInfoService
|
||||
{
|
||||
|
||||
/**
|
||||
* 问题前缀
|
||||
*/
|
||||
private final String QUESTION_PREFIX = "Question:";
|
||||
|
||||
|
||||
@Autowired
|
||||
private HotakeCvInfoMapper hotakeCvInfoMapper;
|
||||
|
||||
@Autowired
|
||||
private ChatGPTClient chatGPTClient;
|
||||
|
||||
@Autowired
|
||||
private MinioClient minioClient;
|
||||
|
||||
@Autowired
|
||||
private IHotakeProblemBaseInfoService hotakeProblemBaseInfoService;
|
||||
|
||||
@@ -99,55 +116,56 @@ public class HotakeCvInfoServiceImpl extends BaseServiceImpl implements IHotakeC
|
||||
* @return
|
||||
*/
|
||||
@Override
|
||||
public HotakeCvInfo handleHotakeCvInfo(HotakeCvInfo hotakeCvInfo) {
|
||||
public void handleHotakeCvInfo(HotakeCvInfo hotakeCvInfo) {
|
||||
try{
|
||||
// InputStream inputStream = new FileInputStream("/Users/wangxiangshun/Desktop/管报数据/223/Abrar Mohammed Project Manager Resume.docx");
|
||||
// String contents = FileContentUtil.readFileContent(inputStream,hotakeCvInfo.getCvFileType());
|
||||
// //进行简历数据提取
|
||||
// ResumeTextExtractor extractor = new ResumeTextExtractor();
|
||||
// ResumeData resumeData = extractor.extractResumeData(contents,"");
|
||||
// log.info("返回简历基本内容:{}", resumeData);
|
||||
//根据简历信息生成初始化问题集合
|
||||
// messages: [
|
||||
// {
|
||||
// role: "system",
|
||||
// content: "You are a construction industry HR expert. Evaluate resumes and provide a score (1-5) and brief recommendation for construction positions."
|
||||
// },
|
||||
// {
|
||||
// role: "user",
|
||||
// content: `Position: ${resume.position}\nCandidate: ${resume.candidate}\nExperience: ${resume.experience}\nSkills: ${resume.skills}\nEducation: ${resume.education}\nCertifications: ${resume.certifications}\nSummary: ${resume.summary}`
|
||||
// }
|
||||
// ]
|
||||
InputStream inputStream = minioClient.getObject(
|
||||
GetObjectArgs.builder()
|
||||
.bucket(MinioBucketNameEnum.CV.getCode())
|
||||
.object(hotakeCvInfo.getCvUrl())
|
||||
.build());
|
||||
String contents = FileContentUtil.readFileContent(inputStream,hotakeCvInfo.getCvFileType());
|
||||
//进行简历数据提取
|
||||
ResumeTextExtractor extractor = new ResumeTextExtractor();
|
||||
ResumeData resumeData = extractor.extractResumeData(contents,"");
|
||||
log.info("返回简历基本内容:{}", resumeData);
|
||||
//调用AI大模型
|
||||
// List<Map<String,String>> list = new LinkedList();
|
||||
// Map<String,String> mapEntity = new HashMap<>();
|
||||
// mapEntity.put("role","system");
|
||||
// mapEntity.put("content","You are a construction industry HR expert and experienced interviewer. Evaluate the resume and generate interview questions in one response. Use this exact format:\\n\\nEVALUATION:\\nScore: X/5\\nRecommendation: [recommendation]\\nStrengths: [strengths]\\nConcerns: [concerns]\\n\\nINTERVIEW QUESTIONS:\\nQuestion 1: [question]\\nCategory: [category]\\nReasoning: [reasoning]\\n\\nQuestion 2: [question]\\nCategory: [category]\\nReasoning: [reasoning]");
|
||||
// list.add(mapEntity);
|
||||
// Map<String,String> mapEntityOne = new HashMap<>();
|
||||
// mapEntityOne.put("role","user");
|
||||
// mapEntityOne.put("content","Position: Construction Labourer"+
|
||||
// "\\nCandidate: "+resumeData.getPersonalInfo().getName()+
|
||||
// "\\nExperience: "+resumeData.getPersonalInfo().getExperienceYears()+
|
||||
// "\\nSkills: "+JSONUtil.toJsonStr(resumeData.getSkills())+
|
||||
// "\\nEducation: "+JSONUtil.toJsonStr(resumeData.getEducation())+
|
||||
// "\\nCertifications: "+JSONUtil.toJsonStr(resumeData.getPersonalInfo().getCertifications())+
|
||||
// "\\nSummary: Experienced construction worker with strong safety record");
|
||||
// list.add(mapEntityOne);
|
||||
// String promptText = JSONUtil.toJsonStr(list);
|
||||
// String resultMsg = chatGPTClient.handleAiChat(promptText,"CV");
|
||||
// log.info("返回初始化问题:{}",resultMsg);
|
||||
List<Map<String,String>> list = new LinkedList();
|
||||
Map<String,String> mapEntity = new HashMap<>();
|
||||
mapEntity.put("role","system");
|
||||
mapEntity.put("content","You are an experienced interviewer for construction management positions. Generate targeted interview questions based on candidate resumes.");
|
||||
list.add(mapEntity);
|
||||
Map<String,String> mapEntityOne = new HashMap<>();
|
||||
mapEntityOne.put("role","user");
|
||||
mapEntityOne.put("content","Position: Construction Labourer"+
|
||||
"\\nCandidate: "+resumeData.getPersonalInfo().getName()+
|
||||
"\\nKey Skills: "+JSONUtil.toJsonStr(resumeData.getSkills())+
|
||||
"\\nExperience: "+resumeData.getPersonalInfo().getExperienceYears()+"years"+
|
||||
"\\nStrengths: Professional certifications, Relevant experience"+
|
||||
"\\nConcerns: "+JSONUtil.toJsonStr(resumeData.getSummary()));
|
||||
list.add(mapEntityOne);
|
||||
String promptText = JSONUtil.toJsonStr(list);
|
||||
String resultMsg = chatGPTClient.handleAiChat(promptText,"CV");
|
||||
resultMsg = resultMsg.replaceAll("\n","#AA#");
|
||||
String question = "";
|
||||
if(StrUtil.isNotEmpty(resultMsg)){
|
||||
String[] results = resultMsg.split("#AA#");
|
||||
question = results[0].replaceAll(QUESTION_PREFIX,"");
|
||||
if(StrUtil.isEmpty(question)){
|
||||
//设置一个默认值
|
||||
question = "Your professional certifications is impressive. Can you give me a specific example of how this benefited a project?";
|
||||
}
|
||||
}
|
||||
log.info("返回初始化问题:{}",resultMsg);
|
||||
//生成预设问题记录
|
||||
//先删除该用户的预设问题
|
||||
hotakeProblemBaseInfoService.deleteHotakeProblemBaseInfoByUserId(SecurityUtils.getUserId());
|
||||
HotakeProblemBaseInfo problemBaseInfo = new HotakeProblemBaseInfo();
|
||||
problemBaseInfo.setUserId(SecurityUtils.getUserId());
|
||||
problemBaseInfo.setContents("Can you provide an example of a situation where you had to work in a physically demanding environment?,How do you plan to handle tasks that require specific construction knowledge or skills that you may not have yet?");
|
||||
problemBaseInfo.setContents(question);
|
||||
hotakeProblemBaseInfoService.insertHotakeProblemBaseInfo(problemBaseInfo);
|
||||
}catch (Exception e) {
|
||||
|
||||
e.printStackTrace();
|
||||
}
|
||||
return null;
|
||||
}
|
||||
|
||||
|
||||
|
||||
Reference in New Issue
Block a user