feat(human-resources): 添加简历自然语言检索功能

- 移除服务层方法的异常声明以简化接口
- 添加简历自然语言检索搜索的REST接口
- 实现检索搜索功能包括参数验证和业务逻辑处理
- 创建自然语言检索日志相关的实体、模型和转换器
- 添加检索日志的数据访问层和业务服务层实现
- 集成Dify工作流客户端实现AI检索能力
- 添加单元测试验证检索功能的正确性

src/main/java/cn/com/poc/human_resources/aggregate/HumanResourceService.java

@@ -169,6 +169,18 @@ public interface HumanResourceService {
      */
     void deleteResumes(Long userId, Long... resumeIds) throws Exception;
 
+
+    /**
+     * 自然语言检索简历
+     *
+     * @param userId       用户id
+     * @param requirements 需求
+     * @param positionId   职位id
+     * @param resumeIds    简历id
+     */
+    List<BizHumanResourceResumeEntity> retrievalSearchResume(Long userId, String requirements, Long positionId,
+                                                             List<Long> resumeIds) throws Exception;
+
 }
 
 

src/main/java/cn/com/poc/human_resources/aggregate/impl/HumanResourceServiceImpl.java

@@ -6,6 +6,7 @@ import java.io.File;
 import java.io.IOException;
 import java.util.ArrayList;
 import java.util.Collections;
+import java.util.HashMap;
 import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
@@ -16,6 +17,7 @@ import java.util.stream.Collectors;
 
 import cn.com.gsst.dify_client.DifyChatClient;
 import cn.com.gsst.dify_client.DifyClientFactory;
+import cn.com.gsst.dify_client.DifyWorkflowClient;
 import cn.com.gsst.dify_client.callback.ChatStreamCallback;
 import cn.com.gsst.dify_client.enums.FileTransferMethod;
 import cn.com.gsst.dify_client.enums.FileType;
@@ -26,7 +28,10 @@ import cn.com.gsst.dify_client.exception.DifyApiException;
 import cn.com.gsst.dify_client.model.chat.ChatMessage;
 import cn.com.gsst.dify_client.model.chat.ChatMessageResponse;
 import cn.com.gsst.dify_client.model.file.FileInfo;
+import cn.com.gsst.dify_client.model.workflow.WorkflowRunRequest;
+import cn.com.gsst.dify_client.model.workflow.WorkflowRunResponse;
 import cn.com.poc.common.constant.CommonConstant;
+import cn.com.poc.common.utils.DateUtils;
 import cn.com.poc.common.utils.DocumentLoad;
 import cn.com.poc.common.utils.JsonUtils;
 import cn.com.poc.common.utils.SSEUtil;
@@ -38,6 +43,7 @@ import cn.com.poc.human_resources.entity.BizHumanResourcePositionEntity;
 import cn.com.poc.human_resources.entity.BizHumanResourceResumeContentEntity;
 import cn.com.poc.human_resources.entity.BizHumanResourceResumeEntity;
 import cn.com.poc.human_resources.entity.HumanResourcePositionBaseInfo;
+import cn.com.poc.human_resources.entity.HumanResourceResumeNaturalLanguageRetrievalLogEntity;
 import cn.com.poc.human_resources.entity.position.BaseInfo;
 import cn.com.poc.human_resources.entity.position.Job;
 import cn.com.poc.human_resources.entity.position.Por;
@@ -50,6 +56,7 @@ import cn.com.poc.human_resources.query.ResumeQueryItem;
 import cn.com.poc.human_resources.service.BizHumanResourcePositionService;
 import cn.com.poc.human_resources.service.BizHumanResourceResumeContentService;
 import cn.com.poc.human_resources.service.BizHumanResourceResumeService;
+import cn.com.poc.human_resources.service.HumanResourceResumeNaturalLanguageRetrievalLogService;
 import cn.com.poc.thirdparty.resource.demand.ai.entity.largemodel.LargeModelDemandResult;
 import cn.com.yict.framemax.core.exception.BusinessException;
 import cn.com.yict.framemax.data.model.PagingInfo;
@@ -79,6 +86,9 @@ public class HumanResourceServiceImpl implements HumanResourceService {
     @Resource
     private BizHumanResourceResumeContentService bizHumanResourceResumeContentService;
 
+    @Resource
+    private HumanResourceResumeNaturalLanguageRetrievalLogService humanResourceResumeNaturalLanguageRetrievalLogService;
+
     @Override
     @Retryable(value = Exception.class, maxAttempts = 2, backoff = @Backoff(delay = 1000, multiplier = 2))
     public Resume uploadResume(String fileURL, Long positionId, Long userId) throws Exception {
@@ -390,6 +400,74 @@ public class HumanResourceServiceImpl implements HumanResourceService {
         }
     }
 
+    @Override
+    public List<BizHumanResourceResumeEntity> retrievalSearchResume(Long userId, String requirements, Long positionId,
+                                                                    List<Long> resumeIds) {
+        BizHumanResourcePositionEntity bizHumanResourcePositionEntity = bizHumanResourcePositionService.get(positionId);
+        if (bizHumanResourcePositionEntity == null || !bizHumanResourcePositionEntity.getMemberId().equals(userId)) {
+            throw new BusinessException("无岗位信息");
+        }
+        BizHumanResourceResumeEntity bizHumanResourceResumeEntity = new BizHumanResourceResumeEntity();
+        bizHumanResourceResumeEntity.setPosition(positionId);
+        bizHumanResourceResumeEntity.setIsDeleted(CommonConstant.IsDeleted.N);
+        List<BizHumanResourceResumeEntity> entities =
+                bizHumanResourceResumeService.findByExample(bizHumanResourceResumeEntity, null);
+        if (CollectionUtils.isEmpty(entities)) {
+            return Collections.emptyList();
+        }
+
+        // 获取与resumeIds的交集
+        if (CollectionUtils.isNotEmpty(resumeIds)) {
+            entities = entities.stream()
+                    .filter(entity -> resumeIds.contains(entity.getId()))
+                    .collect(Collectors.toList());
+        }
+        String resume = JsonUtils.serialize(entities);
+        String position = JsonUtils.serialize(bizHumanResourcePositionEntity);
+        List<Long> result = new ArrayList<>();
+        try {
+            Map<String, Object> inputs = new HashMap<>();
+            inputs.put("resume", resume);
+            inputs.put("position", position);
+            inputs.put("requirements", requirements);
+
+            // 创建聊天客户端
+            DifyWorkflowClient client =
+                    DifyClientFactory.createWorkflowClient(DIFY_BASE_URL, "app-xdQ9vgrG1DjhrWfXt7qRH0gS");
+            // 创建聊天消息
+            WorkflowRunRequest request = WorkflowRunRequest.builder()
+                    .inputs(inputs)
+                    .responseMode(ResponseMode.BLOCKING)
+                    .user(DateUtils.getCurrDate())
+                    .build();
+            WorkflowRunResponse workflowRunResponse = client.runWorkflow(request);
+            WorkflowRunResponse.WorkflowRunData data = workflowRunResponse.getData();
+            Map<String, Object> outputs = data.getOutputs();
+            if (outputs == null) {
+                return Collections.emptyList();
+            }
+            List<Integer> output = (ArrayList<Integer>) outputs.get("output");
+            if (output == null || CollectionUtils.isEmpty(output)) {
+                return Collections.emptyList();
+            }
+            result = output.stream().map(Long::valueOf).collect(Collectors.toList());
+            List<Long> finalResult = result;
+            return entities.stream().filter(entity -> finalResult.contains(entity.getId())).collect(Collectors.toList());
+        } catch (Exception e) {
+            throw new BusinessException("");
+        } finally {
+            // 保存检索结果日志
+            HumanResourceResumeNaturalLanguageRetrievalLogEntity humanResourceResumeNaturalLanguageRetrievalLogEntity =
+                    new HumanResourceResumeNaturalLanguageRetrievalLogEntity();
+            humanResourceResumeNaturalLanguageRetrievalLogEntity.setPostionId(positionId);
+            humanResourceResumeNaturalLanguageRetrievalLogEntity.setPositionContent(position);
+            humanResourceResumeNaturalLanguageRetrievalLogEntity.setResumeIds(CollectionUtils.isNotEmpty(result) ?
+                    JsonUtils.serialize(result) : "[]");
+            humanResourceResumeNaturalLanguageRetrievalLogEntity.setRetrievalContent(requirements);
+            humanResourceResumeNaturalLanguageRetrievalLogService.save(humanResourceResumeNaturalLanguageRetrievalLogEntity);
+        }
+    }
+
     private void saveResumeContent(String fileURL, Long positionId, Long resumeId) throws Exception {
         File file = DocumentLoad.downloadURLDocument(fileURL);
         String resumeContent = DocumentLoad.documentToText(file);

src/main/java/cn/com/poc/human_resources/convert/HumanResourceResumeNaturalLanguageRetrievalLogConvert.java

+package cn.com.poc.human_resources.convert;	
+
+import cn.com.poc.human_resources.model.HumanResourceResumeNaturalLanguageRetrievalLogModel;
+import cn.com.poc.human_resources.entity.HumanResourceResumeNaturalLanguageRetrievalLogEntity;
+import cn.com.poc.human_resources.dto.HumanResourceResumeNaturalLanguageRetrievalLogDto;
+
+
+public class HumanResourceResumeNaturalLanguageRetrievalLogConvert {
+
+    public static HumanResourceResumeNaturalLanguageRetrievalLogEntity modelToEntity(HumanResourceResumeNaturalLanguageRetrievalLogModel model){
+        HumanResourceResumeNaturalLanguageRetrievalLogEntity entity = new HumanResourceResumeNaturalLanguageRetrievalLogEntity();
+        entity.setId(model.getId());
+        entity.setPostionId(model.getPostionId());
+        entity.setPositionContent(model.getPositionContent());
+        entity.setResumeIds(model.getResumeIds());
+        entity.setRetrievalContent(model.getRetrievalContent());
+        entity.setCreator(model.getCreator());
+        entity.setCreatedTime(model.getCreatedTime());
+        entity.setModifier(model.getModifier());
+        entity.setModifiedTime(model.getModifiedTime());
+        entity.setSysVersion(model.getSysVersion());
+        return entity;
+    }
+
+    public static HumanResourceResumeNaturalLanguageRetrievalLogModel entityToModel(HumanResourceResumeNaturalLanguageRetrievalLogEntity entity){
+        HumanResourceResumeNaturalLanguageRetrievalLogModel model = new HumanResourceResumeNaturalLanguageRetrievalLogModel();
+        model.setId(entity.getId());
+        model.setPostionId(entity.getPostionId());
+        model.setPositionContent(entity.getPositionContent());
+        model.setResumeIds(entity.getResumeIds());
+        model.setRetrievalContent(entity.getRetrievalContent());
+        model.setCreator(entity.getCreator());
+        model.setCreatedTime(entity.getCreatedTime());
+        model.setModifier(entity.getModifier());
+        model.setModifiedTime(entity.getModifiedTime());
+        model.setSysVersion(entity.getSysVersion());
+        return model;
+    }
+    
+    public static HumanResourceResumeNaturalLanguageRetrievalLogDto entityToDto(HumanResourceResumeNaturalLanguageRetrievalLogEntity entity){
+        HumanResourceResumeNaturalLanguageRetrievalLogDto dto = new HumanResourceResumeNaturalLanguageRetrievalLogDto();
+        dto.setId(entity.getId());
+        dto.setPostionId(entity.getPostionId());
+        dto.setPositionContent(entity.getPositionContent());
+        dto.setResumeIds(entity.getResumeIds());
+        dto.setRetrievalContent(entity.getRetrievalContent());
+        dto.setCreator(entity.getCreator());
+        dto.setCreatedTime(entity.getCreatedTime());
+        dto.setModifier(entity.getModifier());
+        dto.setModifiedTime(entity.getModifiedTime());
+        dto.setSysVersion(entity.getSysVersion());
+        return dto;
+    }
+
+    public static HumanResourceResumeNaturalLanguageRetrievalLogEntity dtoToEntity(HumanResourceResumeNaturalLanguageRetrievalLogDto dto){
+        HumanResourceResumeNaturalLanguageRetrievalLogEntity entity = new HumanResourceResumeNaturalLanguageRetrievalLogEntity();
+        entity.setId(dto.getId());
+        entity.setPostionId(dto.getPostionId());
+        entity.setPositionContent(dto.getPositionContent());
+        entity.setResumeIds(dto.getResumeIds());
+        entity.setRetrievalContent(dto.getRetrievalContent());
+        entity.setCreator(dto.getCreator());
+        entity.setCreatedTime(dto.getCreatedTime());
+        entity.setModifier(dto.getModifier());
+        entity.setModifiedTime(dto.getModifiedTime());
+        entity.setSysVersion(dto.getSysVersion());
+        return entity;
+    }
+}
\ No newline at end of file

src/main/java/cn/com/poc/human_resources/dto/HumanResourceResumeNaturalLanguageRetrievalLogDto.java

+package cn.com.poc.human_resources.dto;	
+
+
+public class HumanResourceResumeNaturalLanguageRetrievalLogDto {
+
+    private static final long serialVersionUID = 1L;
+	/** id
+    *
+    */ 
+    private java.lang.Long id;
+
+    public java.lang.Long getId(){
+        return this.id;
+    }
+    
+    public void setId(java.lang.Long id){
+        this.id = id;
+    }
+	/** postion_id
+    *岗位id
+    */ 
+    private java.lang.Long postionId;
+
+    public java.lang.Long getPostionId(){
+        return this.postionId;
+    }
+    
+    public void setPostionId(java.lang.Long postionId){
+        this.postionId = postionId;
+    }
+	/** position_content
+    *岗位信息
+    */ 
+    private java.lang.String positionContent;
+
+    public java.lang.String getPositionContent(){
+        return this.positionContent;
+    }
+    
+    public void setPositionContent(java.lang.String positionContent){
+        this.positionContent = positionContent;
+    }
+	/** resume_ids
+    *命中的简历id列表
+    */ 
+    private java.lang.String resumeIds;
+
+    public java.lang.String getResumeIds(){
+        return this.resumeIds;
+    }
+    
+    public void setResumeIds(java.lang.String resumeIds){
+        this.resumeIds = resumeIds;
+    }
+	/** retrieval_content
+    *检索内容-用户输入的自然语言
+    */ 
+    private java.lang.String retrievalContent;
+
+    public java.lang.String getRetrievalContent(){
+        return this.retrievalContent;
+    }
+    
+    public void setRetrievalContent(java.lang.String retrievalContent){
+        this.retrievalContent = retrievalContent;
+    }
+	/** CREATOR
+    *创建人
+    */ 
+    private java.lang.String creator;
+
+    public java.lang.String getCreator(){
+        return this.creator;
+    }
+    
+    public void setCreator(java.lang.String creator){
+        this.creator = creator;
+    }
+	/** CREATED_TIME
+    *创建时间
+    */ 
+    private java.util.Date createdTime;
+
+    public java.util.Date getCreatedTime(){
+        return this.createdTime;
+    }
+    
+    public void setCreatedTime(java.util.Date createdTime){
+        this.createdTime = createdTime;
+    }
+	/** MODIFIER
+    *修改人
+    */ 
+    private java.lang.String modifier;
+
+    public java.lang.String getModifier(){
+        return this.modifier;
+    }
+    
+    public void setModifier(java.lang.String modifier){
+        this.modifier = modifier;
+    }
+	/** MODIFIED_TIME
+    *修改时间
+    */ 
+    private java.util.Date modifiedTime;
+
+    public java.util.Date getModifiedTime(){
+        return this.modifiedTime;
+    }
+    
+    public void setModifiedTime(java.util.Date modifiedTime){
+        this.modifiedTime = modifiedTime;
+    }
+	/** SYS_VERSION
+    *乐观锁,版本号
+    */ 
+    private java.lang.Integer sysVersion;
+
+    public java.lang.Integer getSysVersion(){
+        return this.sysVersion;
+    }
+    
+    public void setSysVersion(java.lang.Integer sysVersion){
+        this.sysVersion = sysVersion;
+    }
+}
\ No newline at end of file

src/main/java/cn/com/poc/human_resources/dto/HumanResourceRetrievalSearchResumeDto.java

+package cn.com.poc.human_resources.dto;
+
+import java.util.List;
+
+/**
+ * @author alex.yao
+ * @date 2026/1/9
+ */
+public class HumanResourceRetrievalSearchResumeDto {
+
+    private Long positionId;
+
+    private List<Long> resumeIds;
+
+    private String requirements;
+
+    public Long getPositionId() {
+        return positionId;
+    }
+
+    public void setPositionId(Long positionId) {
+        this.positionId = positionId;
+    }
+
+    public List<Long> getResumeIds() {
+        return resumeIds;
+    }
+
+    public void setResumeIds(List<Long> resumeIds) {
+        this.resumeIds = resumeIds;
+    }
+
+    public String getRequirements() {
+        return requirements;
+    }
+
+    public void setRequirements(String requirements) {
+        this.requirements = requirements;
+    }
+}

src/main/java/cn/com/poc/human_resources/entity/HumanResourceResumeNaturalLanguageRetrievalLogEntity.java

+package cn.com.poc.human_resources.entity;	
+
+
+public class HumanResourceResumeNaturalLanguageRetrievalLogEntity {
+
+    private static final long serialVersionUID = 1L;
+	/** id
+    *
+    */ 
+    private java.lang.Long id;
+
+    public java.lang.Long getId(){
+        return this.id;
+    }
+    
+    public void setId(java.lang.Long id){
+        this.id = id;
+    }
+	/** postion_id
+    *岗位id
+    */ 
+    private java.lang.Long postionId;
+
+    public java.lang.Long getPostionId(){
+        return this.postionId;
+    }
+    
+    public void setPostionId(java.lang.Long postionId){
+        this.postionId = postionId;
+    }
+	/** position_content
+    *岗位信息
+    */ 
+    private java.lang.String positionContent;
+
+    public java.lang.String getPositionContent(){
+        return this.positionContent;
+    }
+    
+    public void setPositionContent(java.lang.String positionContent){
+        this.positionContent = positionContent;
+    }
+	/** resume_ids
+    *命中的简历id列表
+    */ 
+    private java.lang.String resumeIds;
+
+    public java.lang.String getResumeIds(){
+        return this.resumeIds;
+    }
+    
+    public void setResumeIds(java.lang.String resumeIds){
+        this.resumeIds = resumeIds;
+    }
+	/** retrieval_content
+    *检索内容-用户输入的自然语言
+    */ 
+    private java.lang.String retrievalContent;
+
+    public java.lang.String getRetrievalContent(){
+        return this.retrievalContent;
+    }
+    
+    public void setRetrievalContent(java.lang.String retrievalContent){
+        this.retrievalContent = retrievalContent;
+    }
+	/** CREATOR
+    *创建人
+    */ 
+    private java.lang.String creator;
+
+    public java.lang.String getCreator(){
+        return this.creator;
+    }
+    
+    public void setCreator(java.lang.String creator){
+        this.creator = creator;
+    }
+	/** CREATED_TIME
+    *创建时间
+    */ 
+    private java.util.Date createdTime;
+
+    public java.util.Date getCreatedTime(){
+        return this.createdTime;
+    }
+    
+    public void setCreatedTime(java.util.Date createdTime){
+        this.createdTime = createdTime;
+    }
+	/** MODIFIER
+    *修改人
+    */ 
+    private java.lang.String modifier;
+
+    public java.lang.String getModifier(){
+        return this.modifier;
+    }
+    
+    public void setModifier(java.lang.String modifier){
+        this.modifier = modifier;
+    }
+	/** MODIFIED_TIME
+    *修改时间
+    */ 
+    private java.util.Date modifiedTime;
+
+    public java.util.Date getModifiedTime(){
+        return this.modifiedTime;
+    }
+    
+    public void setModifiedTime(java.util.Date modifiedTime){
+        this.modifiedTime = modifiedTime;
+    }
+	/** SYS_VERSION
+    *乐观锁,版本号
+    */ 
+    private java.lang.Integer sysVersion;
+
+    public java.lang.Integer getSysVersion(){
+        return this.sysVersion;
+    }
+    
+    public void setSysVersion(java.lang.Integer sysVersion){
+        this.sysVersion = sysVersion;
+    }
+}
\ No newline at end of file

src/main/java/cn/com/poc/human_resources/model/HumanResourceResumeNaturalLanguageRetrievalLogModel.java

+package cn.com.poc.human_resources.model;	
+
+import java.io.Serializable;
+import cn.com.yict.framemax.data.model.BaseModelClass;
+import javax.persistence.Column;
+import javax.persistence.Entity;
+import javax.persistence.Table;
+import javax.persistence.Id;
+import org.hibernate.annotations.DynamicInsert;
+import org.hibernate.annotations.DynamicUpdate;
+import javax.persistence.Version;
+import javax.persistence.GeneratedValue;
+import javax.persistence.GenerationType;
+
+/**
+ * Model class for human_resource_resume_natural_language_retrieval_log
+ * AI人力- 自然语言检索简历 记录日志
+ */
+@Entity
+@Table(name = "human_resource_resume_natural_language_retrieval_log")
+@DynamicInsert
+@DynamicUpdate
+public class HumanResourceResumeNaturalLanguageRetrievalLogModel extends BaseModelClass implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+    
+  
+    /** id
+    *
+    */ 
+    private java.lang.Long id;
+    
+    @Column(name = "id",length = 19)
+	@Id @GeneratedValue(strategy = GenerationType.AUTO) 
+    public java.lang.Long getId(){
+        return this.id;
+    }
+    
+    public void setId(java.lang.Long id){
+        this.id = id;
+        super.addValidField("id");
+    }
+    
+  
+    /** postion_id
+    *岗位id
+    */ 
+    private java.lang.Long postionId;
+    
+    @Column(name = "postion_id",length = 19)
+    public java.lang.Long getPostionId(){
+        return this.postionId;
+    }
+    
+    public void setPostionId(java.lang.Long postionId){
+        this.postionId = postionId;
+        super.addValidField("postionId");
+    }
+    
+  
+    /** position_content
+    *岗位信息
+    */ 
+    private java.lang.String positionContent;
+    
+    @Column(name = "position_content",length = 1073741824)
+    public java.lang.String getPositionContent(){
+        return this.positionContent;
+    }
+    
+    public void setPositionContent(java.lang.String positionContent){
+        this.positionContent = positionContent;
+        super.addValidField("positionContent");
+    }
+    
+  
+    /** resume_ids
+    *命中的简历id列表
+    */ 
+    private java.lang.String resumeIds;
+    
+    @Column(name = "resume_ids",length = 1073741824)
+    public java.lang.String getResumeIds(){
+        return this.resumeIds;
+    }
+    
+    public void setResumeIds(java.lang.String resumeIds){
+        this.resumeIds = resumeIds;
+        super.addValidField("resumeIds");
+    }
+    
+  
+    /** retrieval_content
+    *检索内容-用户输入的自然语言
+    */ 
+    private java.lang.String retrievalContent;
+    
+    @Column(name = "retrieval_content",length = 2147483647)
+    public java.lang.String getRetrievalContent(){
+        return this.retrievalContent;
+    }
+    
+    public void setRetrievalContent(java.lang.String retrievalContent){
+        this.retrievalContent = retrievalContent;
+        super.addValidField("retrievalContent");
+    }
+    
+  
+    /** CREATOR
+    *创建人
+    */ 
+    private java.lang.String creator;
+    
+    @Column(name = "CREATOR",length = 50)
+    public java.lang.String getCreator(){
+        return this.creator;
+    }
+    
+    public void setCreator(java.lang.String creator){
+        this.creator = creator;
+        super.addValidField("creator");
+    }
+    
+  
+    /** CREATED_TIME
+    *创建时间
+    */ 
+    private java.util.Date createdTime;
+    
+    @Column(name = "CREATED_TIME",length = 19)
+    public java.util.Date getCreatedTime(){
+        return this.createdTime;
+    }
+    
+    public void setCreatedTime(java.util.Date createdTime){
+        this.createdTime = createdTime;
+        super.addValidField("createdTime");
+    }
+    
+  
+    /** MODIFIER
+    *修改人
+    */ 
+    private java.lang.String modifier;
+    
+    @Column(name = "MODIFIER",length = 50)
+    public java.lang.String getModifier(){
+        return this.modifier;
+    }
+    
+    public void setModifier(java.lang.String modifier){
+        this.modifier = modifier;
+        super.addValidField("modifier");
+    }
+    
+  
+    /** MODIFIED_TIME
+    *修改时间
+    */ 
+    private java.util.Date modifiedTime;
+    
+    @Column(name = "MODIFIED_TIME",length = 19)
+    public java.util.Date getModifiedTime(){
+        return this.modifiedTime;
+    }
+    
+    public void setModifiedTime(java.util.Date modifiedTime){
+        this.modifiedTime = modifiedTime;
+        super.addValidField("modifiedTime");
+    }
+    
+  
+    /** SYS_VERSION
+    *乐观锁,版本号
+    */ 
+    private java.lang.Integer sysVersion;
+    
+    @Column(name = "SYS_VERSION",length = 10)
+	@Version
+    public java.lang.Integer getSysVersion(){
+        return this.sysVersion;
+    }
+    
+    public void setSysVersion(java.lang.Integer sysVersion){
+        this.sysVersion = sysVersion;
+        super.addValidField("sysVersion");
+    }
+    
+
+}
\ No newline at end of file

src/main/java/cn/com/poc/human_resources/repository/HumanResourceResumeNaturalLanguageRetrievalLogRepository.java

+package cn.com.poc.human_resources.repository;	
+import cn.com.yict.framemax.data.repository.Repository;
+import cn.com.poc.human_resources.model.HumanResourceResumeNaturalLanguageRetrievalLogModel;
+
+public interface HumanResourceResumeNaturalLanguageRetrievalLogRepository extends Repository<HumanResourceResumeNaturalLanguageRetrievalLogModel,java.lang.Long> {
+}
\ No newline at end of file

src/main/java/cn/com/poc/human_resources/rest/HumanResourceRest.java

@@ -109,4 +109,12 @@ public interface HumanResourceRest extends BaseRest {
      */
     void deleteResumes(@RequestParam Long... resumeIds) throws Exception;
 
+    /**
+     * 简历自然语言检索搜索
+     *
+     * @param dto
+     * @return
+     * @throws Exception
+     */
+    List<ResumeDto> retrievalSearchResume(@RequestBody HumanResourceRetrievalSearchResumeDto dto) throws Exception;
 }
\ No newline at end of file

src/main/java/cn/com/poc/human_resources/rest/impl/HumanResourceRestImpl.java

 package cn.com.poc.human_resources.rest.impl;
 
+import javax.annotation.Resource;
+import java.util.List;
+import java.util.stream.Collectors;
+
 import cn.com.poc.common.utils.Assert;
 import cn.com.poc.common.utils.BlContext;
 import cn.com.poc.human_resources.aggregate.HumanResourceService;
 import cn.com.poc.human_resources.convert.BizHumanResourcePositionConvert;
 import cn.com.poc.human_resources.convert.BizHumanResourceResumeConvert;
-import cn.com.poc.human_resources.dto.*;
+import cn.com.poc.human_resources.dto.HumanResourcePositionBaseInfoDto;
+import cn.com.poc.human_resources.dto.HumanResourcePositionDto;
+import cn.com.poc.human_resources.dto.HumanResourceRetrievalSearchResumeDto;
+import cn.com.poc.human_resources.dto.PositionAssistantDto;
+import cn.com.poc.human_resources.dto.ResumeDto;
+import cn.com.poc.human_resources.dto.SaveResumeDto;
+import cn.com.poc.human_resources.dto.UploadResumeDto;
 import cn.com.poc.human_resources.entity.BizHumanResourcePositionEntity;
 import cn.com.poc.human_resources.entity.HumanResourcePositionBaseInfo;
 import cn.com.poc.human_resources.rest.HumanResourceRest;
@@ -13,10 +23,6 @@ import cn.com.yict.framemax.core.exception.BusinessException;
 import cn.com.yict.framemax.data.model.PagingInfo;
 import org.springframework.stereotype.Component;
 
-import javax.annotation.Resource;
-import java.util.List;
-import java.util.stream.Collectors;
-
 /**
  * @author alex.yao
  * @date 2025/9/28
@@ -27,6 +33,7 @@ public class HumanResourceRestImpl implements HumanResourceRest {
     @Resource
     private HumanResourceService humanResourceService;
 
+
     @Override
     public Object uploadResume(UploadResumeDto uploadResumeDto) throws Exception {
         Assert.notBlank(uploadResumeDto.getFileURL(), "文件不能为空");
@@ -163,4 +170,17 @@ public class HumanResourceRestImpl implements HumanResourceRest {
         Assert.notEmpty(resumeIds, "请选择要删除的简历");
         humanResourceService.deleteResumes(BlContext.getCurrentUser().getUserId(), resumeIds);
     }
+
+    @Override
+    public List<ResumeDto> retrievalSearchResume(HumanResourceRetrievalSearchResumeDto dto) throws Exception {
+        Assert.notNull(dto.getPositionId());
+        Assert.notBlank(dto.getRequirements(), "检索条件不能为空");
+        Assert.isTrue(dto.getRequirements().length() <= 1000, "检索条件不能超过1000个字符");
+        return humanResourceService.retrievalSearchResume(
+                BlContext.getCurrentUser().getUserId(),
+                dto.getRequirements(),
+                dto.getPositionId(),
+                dto.getResumeIds()).stream().map(BizHumanResourceResumeConvert::entityToResumeDto
+        ).collect(Collectors.toList());
+    }
 }

src/main/java/cn/com/poc/human_resources/service/BizHumanResourceResumeService.java

@@ -12,8 +12,7 @@ public interface BizHumanResourceResumeService extends BaseService {
 
     BizHumanResourceResumeEntity get(java.lang.Long id) throws Exception;
 
-    List<BizHumanResourceResumeEntity> findByExample(BizHumanResourceResumeEntity example, PagingInfo pagingInfo)
-            throws Exception;
+    List<BizHumanResourceResumeEntity> findByExample(BizHumanResourceResumeEntity example, PagingInfo pagingInfo);
 
     BizHumanResourceResumeEntity save(BizHumanResourceResumeEntity entity) throws Exception;
 

src/main/java/cn/com/poc/human_resources/service/HumanResourceResumeNaturalLanguageRetrievalLogService.java

+package cn.com.poc.human_resources.service;
+
+import cn.com.yict.framemax.core.service.BaseService;
+import cn.com.poc.human_resources.entity.HumanResourceResumeNaturalLanguageRetrievalLogEntity;
+import cn.com.yict.framemax.data.model.PagingInfo;
+import java.util.Collection;
+import java.util.List;
+
+public interface HumanResourceResumeNaturalLanguageRetrievalLogService extends BaseService {
+
+    HumanResourceResumeNaturalLanguageRetrievalLogEntity get(java.lang.Long id) throws Exception;
+
+    List<HumanResourceResumeNaturalLanguageRetrievalLogEntity> findByExample(HumanResourceResumeNaturalLanguageRetrievalLogEntity example,PagingInfo pagingInfo) throws Exception;
+    
+    HumanResourceResumeNaturalLanguageRetrievalLogEntity save(HumanResourceResumeNaturalLanguageRetrievalLogEntity entity);
+
+    HumanResourceResumeNaturalLanguageRetrievalLogEntity update(HumanResourceResumeNaturalLanguageRetrievalLogEntity entity) throws Exception;
+
+    void deletedById(java.lang.Long id) throws Exception;
+    
+}
\ No newline at end of file

src/main/java/cn/com/poc/human_resources/service/impl/BizHumanResourceResumeServiceImpl.java

@@ -40,8 +40,7 @@ public class BizHumanResourceResumeServiceImpl extends BaseServiceImpl
     }
 
 
-    public List<BizHumanResourceResumeEntity> findByExample(BizHumanResourceResumeEntity example, PagingInfo pagingInfo)
-            throws Exception {
+    public List<BizHumanResourceResumeEntity> findByExample(BizHumanResourceResumeEntity example, PagingInfo pagingInfo) {
         List<BizHumanResourceResumeEntity> result = new ArrayList<BizHumanResourceResumeEntity>();
         BizHumanResourceResumeModel model = new BizHumanResourceResumeModel();
         if (example != null) {

src/main/java/cn/com/poc/human_resources/service/impl/HumanResourceResumeNaturalLanguageRetrievalLogServiceImpl.java

+package cn.com.poc.human_resources.service.impl;	
+
+import cn.com.yict.framemax.core.service.impl.BaseServiceImpl;
+import cn.com.poc.human_resources.service.HumanResourceResumeNaturalLanguageRetrievalLogService;
+import cn.com.poc.human_resources.model.HumanResourceResumeNaturalLanguageRetrievalLogModel;
+import cn.com.poc.human_resources.entity.HumanResourceResumeNaturalLanguageRetrievalLogEntity;
+import cn.com.poc.human_resources.convert.HumanResourceResumeNaturalLanguageRetrievalLogConvert;
+import cn.com.poc.human_resources.repository.HumanResourceResumeNaturalLanguageRetrievalLogRepository;
+import cn.com.yict.framemax.data.model.PagingInfo;
+import org.springframework.stereotype.Service;
+
+import org.apache.commons.collections4.CollectionUtils;
+import java.util.ArrayList;
+import java.util.stream.Collectors;
+import java.util.List;
+import javax.annotation.Resource;
+import org.springframework.util.Assert;
+
+@Service
+public class HumanResourceResumeNaturalLanguageRetrievalLogServiceImpl extends BaseServiceImpl
+ 			 implements HumanResourceResumeNaturalLanguageRetrievalLogService {
+   
+    @Resource
+    private HumanResourceResumeNaturalLanguageRetrievalLogRepository repository;
+    			 
+    public HumanResourceResumeNaturalLanguageRetrievalLogEntity get(java.lang.Long id) throws Exception{
+        Assert.notNull(id);
+        HumanResourceResumeNaturalLanguageRetrievalLogModel model =  this.repository.get(id);
+        if (model == null){
+            return null;
+        }
+        return HumanResourceResumeNaturalLanguageRetrievalLogConvert.modelToEntity(model);
+    }
+
+
+    public List<HumanResourceResumeNaturalLanguageRetrievalLogEntity> findByExample(HumanResourceResumeNaturalLanguageRetrievalLogEntity example,PagingInfo pagingInfo) throws Exception{
+        List<HumanResourceResumeNaturalLanguageRetrievalLogEntity> result = new  ArrayList<HumanResourceResumeNaturalLanguageRetrievalLogEntity>();
+        HumanResourceResumeNaturalLanguageRetrievalLogModel model = new HumanResourceResumeNaturalLanguageRetrievalLogModel();
+        if (example != null){
+            model = HumanResourceResumeNaturalLanguageRetrievalLogConvert.entityToModel(example);
+        }
+        List<HumanResourceResumeNaturalLanguageRetrievalLogModel> models = this.repository.findByExample(model,pagingInfo);
+        if (CollectionUtils.isNotEmpty(models)) {
+            result = models.stream().map(HumanResourceResumeNaturalLanguageRetrievalLogConvert::modelToEntity).collect(Collectors.toList());
+        }
+        return result;
+    }
+
+    public HumanResourceResumeNaturalLanguageRetrievalLogEntity save(HumanResourceResumeNaturalLanguageRetrievalLogEntity entity) {
+        Assert.notNull(entity);
+        entity.setId(null);
+        HumanResourceResumeNaturalLanguageRetrievalLogModel model = HumanResourceResumeNaturalLanguageRetrievalLogConvert.entityToModel(entity);
+        HumanResourceResumeNaturalLanguageRetrievalLogModel saveModel =  this.repository.save(model);
+        return HumanResourceResumeNaturalLanguageRetrievalLogConvert.modelToEntity(saveModel);
+    }
+
+    public HumanResourceResumeNaturalLanguageRetrievalLogEntity update(HumanResourceResumeNaturalLanguageRetrievalLogEntity entity) throws Exception{
+        Assert.notNull(entity);
+        Assert.notNull(entity.getId(),"update pk can not be null");
+        HumanResourceResumeNaturalLanguageRetrievalLogModel model = this.repository.get(entity.getId());
+
+       if (entity.getPostionId() != null){
+        model.setPostionId(entity.getPostionId());
+       }
+       if (entity.getPositionContent() != null){
+        model.setPositionContent(entity.getPositionContent());
+       }
+       if (entity.getResumeIds() != null){
+        model.setResumeIds(entity.getResumeIds());
+       }
+       if (entity.getRetrievalContent() != null){
+        model.setRetrievalContent(entity.getRetrievalContent());
+       }
+       if (entity.getCreator() != null){
+        model.setCreator(entity.getCreator());
+       }
+       if (entity.getCreatedTime() != null){
+        model.setCreatedTime(entity.getCreatedTime());
+       }
+       if (entity.getModifier() != null){
+        model.setModifier(entity.getModifier());
+       }
+       if (entity.getModifiedTime() != null){
+        model.setModifiedTime(entity.getModifiedTime());
+       }
+       if (entity.getSysVersion() != null){
+        model.setSysVersion(entity.getSysVersion());
+       }
+        HumanResourceResumeNaturalLanguageRetrievalLogModel saveModel =  this.repository.save(model);
+        return HumanResourceResumeNaturalLanguageRetrievalLogConvert.modelToEntity(saveModel);
+    }
+
+    public void deletedById(java.lang.Long id) throws Exception{
+        Assert.notNull(id);
+        HumanResourceResumeNaturalLanguageRetrievalLogModel model =  this.repository.get(id);
+        if (model != null){
+        }
+    }
+    
+}
\ No newline at end of file

src/test/java/cn/com/poc/humanResource/HumanResourceTest.java

 package cn.com.poc.humanResource;
 
+import cn.com.gsst.dify_client.DifyClientFactory;
+import cn.com.gsst.dify_client.DifyWorkflowClient;
+import cn.com.gsst.dify_client.enums.ResponseMode;
+import cn.com.gsst.dify_client.model.workflow.WorkflowRunRequest;
+import cn.com.gsst.dify_client.model.workflow.WorkflowRunResponse;
+import cn.com.poc.common.constant.CommonConstant;
 import cn.com.poc.common.utils.BlContext;
+import cn.com.poc.common.utils.DateUtils;
+import cn.com.poc.common.utils.JsonUtils;
 import cn.com.poc.human_resources.aggregate.HumanResourceService;
+import cn.com.poc.human_resources.entity.BizHumanResourcePositionEntity;
+import cn.com.poc.human_resources.entity.BizHumanResourceResumeEntity;
 import cn.com.poc.human_resources.query.ResumeContentQueryItem;
+import cn.com.poc.human_resources.service.BizHumanResourcePositionService;
 import cn.com.poc.human_resources.service.BizHumanResourceResumeContentService;
+import cn.com.poc.human_resources.service.BizHumanResourceResumeService;
+import cn.com.yict.framemax.core.exception.BusinessException;
 import cn.com.yict.framemax.core.spring.SingleContextInitializer;
+import org.apache.commons.collections4.CollectionUtils;
 import org.junit.Test;
 import org.junit.runner.RunWith;
 import org.springframework.test.context.ContextConfiguration;
@@ -12,7 +26,12 @@ import org.springframework.test.context.junit4.SpringJUnit4ClassRunner;
 import org.springframework.test.context.web.WebAppConfiguration;
 
 import javax.annotation.Resource;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
 
 /**
  * @author alex.yao
@@ -46,4 +65,18 @@ public class HumanResourceTest {
                 bizHumanResourceResumeContentService.searchByResumeContent(query, positionId);
         System.out.println(resumeContentQueryItems.size());
     }
+
+
+    @Test
+    public void test_retrievalSearchResume() throws Exception {
+        Long positionId = 8L;
+        Long userId = 197L;
+        List<Long> resumeIds = Arrays.asList(30L);
+        String requirements = "有Java开发经验;本科及以上;计算机二级;女生";
+
+        List<BizHumanResourceResumeEntity> resourceResumeEntities =
+                humanResourceService.retrievalSearchResume(userId, requirements, positionId, resumeIds);
+        System.out.println(JsonUtils.serialize(resourceResumeEntities));
+
+    }
 }