feat: 智能出题

src/main/java/cn/com/poc/thirdparty/resource/demand/ai/entity/largemodel/LargeModelResponse.java

@@ -44,12 +44,22 @@ public class LargeModelResponse implements Serializable {
     @JSONField(name = "frequency_penalty")
     private Float frequencyPenalty;
 
-    private Map<Object,Object> logit_bias;
+    private Map<Object, Object> logit_bias;
 
     private String user;
 
     private String tool_choice;
 
+    private Thinking thinking;
+
+    public Thinking getThinking() {
+        return thinking;
+    }
+
+    public void setThinking(Thinking thinking) {
+        this.thinking = thinking;
+    }
+
     public String getModel() {
         return model;
     }

src/main/java/cn/com/poc/thirdparty/resource/demand/ai/entity/largemodel/Thinking.java

+package cn.com.poc.thirdparty.resource.demand.ai.entity.largemodel;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+public class Thinking {
+
+    private String type;
+
+    public String getType() {
+        return type;
+    }
+
+    public void setType(String type) {
+        this.type = type;
+    }
+}

src/main/java/cn/com/poc/writing/aggregate/ExaminationService.java

+package cn.com.poc.writing.aggregate;
+
+import cn.com.poc.writing.entity.ExaminationConfigItemEntity;
+import cn.com.poc.writing.entity.ExaminationDetailEntity;
+import cn.com.poc.writing.entity.ExaminationEntity;
+import cn.com.poc.writing.entity.GenerateExaminationEntity;
+
+import java.util.Collection;
+import java.util.List;
+
+/**
+ * 智能出题服务
+ *
+ * @author 52747
+ * @date 2025/8/14
+ */
+public interface ExaminationService {
+
+    /**
+     * 获取试卷生成配置项
+     * 出题类型
+     * 难度等级
+     * 出题语言
+     * 适用岗位
+     */
+    ExaminationConfigItemEntity getConfigurationItem();
+
+    /**
+     * 生成试卷
+     * sse 输出
+     */
+    void generateExamination(GenerateExaminationEntity generateExaminationEntity, Long userId);
+
+    /**
+     * 获取生成试卷信息
+     *
+     * @param examinationId 查询
+     * @param userId        用户ID
+     */
+    Collection<ExaminationDetailEntity> getExaminations(String examinationId, Long userId);
+
+    /**
+     * 获取历史记录
+     *
+     * @param query  查询
+     * @param userId 用户ID
+     */
+    List<ExaminationEntity> getList(String query, Long userId);
+}

src/main/java/cn/com/poc/writing/aggregate/impl/ExaminationServiceImpl.java

+package cn.com.poc.writing.aggregate.impl;
+
+import cn.com.poc.agent_application.entity.BizAgentApplicationGcConfigEntity;
+import cn.com.poc.agent_application.service.BizAgentApplicationGcConfigService;
+import cn.com.poc.common.constant.CommonConstant;
+import cn.com.poc.common.constant.FmxParamConfigConstant;
+import cn.com.poc.common.utils.*;
+import cn.com.poc.thirdparty.resource.demand.ai.constants.LLMRoleEnum;
+import cn.com.poc.thirdparty.resource.demand.ai.entity.dialogue.Message;
+import cn.com.poc.thirdparty.resource.demand.ai.entity.largemodel.LargeModelDemandResult;
+import cn.com.poc.thirdparty.resource.demand.ai.entity.largemodel.LargeModelResponse;
+import cn.com.poc.thirdparty.resource.demand.ai.entity.largemodel.Thinking;
+import cn.com.poc.thirdparty.service.LLMService;
+import cn.com.poc.writing.aggregate.ExaminationService;
+import cn.com.poc.writing.entity.*;
+import cn.com.poc.writing.query.ExaminationQueryCondition;
+import cn.com.poc.writing.query.ExaminationQueryItem;
+import cn.com.poc.writing.service.BizExaminationService;
+import cn.com.yict.framemax.core.exception.BusinessException;
+import cn.com.yict.framemax.frame.service.FmxParamConfigService;
+import com.fasterxml.jackson.core.type.TypeReference;
+import org.apache.commons.collections4.CollectionUtils;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.retry.annotation.Retryable;
+import org.springframework.stereotype.Service;
+
+import javax.annotation.Resource;
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.IOException;
+import java.util.*;
+import java.util.stream.Collectors;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+@Service
+public class ExaminationServiceImpl implements ExaminationService {
+
+    private final String startXML = "<examination_questions>";
+
+    private final String endXML = "</examination_questions>";
+
+    private final Logger logger = LoggerFactory.getLogger(ExaminationService.class);
+
+    private final String GC_CONFIG_CODE = "AiGenerateExamination";
+
+    @Resource
+    private LLMService llmService;
+
+    @Resource
+    private BizAgentApplicationGcConfigService bizAgentApplicationGcConfigService;
+
+    @Resource
+    private BizExaminationService bizExaminationService;
+
+    @Resource
+    private FmxParamConfigService fmxParamConfigService;
+
+    @Override
+    public ExaminationConfigItemEntity getConfigurationItem() {
+        ExaminationConfigItemEntity examinationConfigItemEntity = new ExaminationConfigItemEntity();
+        String questionType = fmxParamConfigService.getParam("examination.config.item.question_type");
+        String levels = fmxParamConfigService.getParam("examination.config.item.levels");
+        String languages = fmxParamConfigService.getParam("examination.config.item.languages");
+        String positions = fmxParamConfigService.getParam("examination.config.item.positions");
+        if (StringUtils.isBlank(questionType)
+                || StringUtils.isBlank(levels)
+                || StringUtils.isBlank(languages)
+                || StringUtils.isBlank(positions)) {
+            throw new BusinessException("获取配置异常");
+        }
+
+        examinationConfigItemEntity.setQuestionType(Arrays.stream(questionType.split(";")).collect(Collectors.toList()));
+        examinationConfigItemEntity.setLevels(Arrays.stream(levels.split(";")).collect(Collectors.toList()));
+        examinationConfigItemEntity.setLanguages(Arrays.stream(languages.split(";")).collect(Collectors.toList()));
+        examinationConfigItemEntity.setPositions(Arrays.stream(positions.split(";")).collect(Collectors.toList()));
+        return examinationConfigItemEntity;
+    }
+
+    @Override
+    public void generateExamination(GenerateExaminationEntity generateExaminationEntity, Long userId) {
+
+        BizAgentApplicationGcConfigEntity gcConfigEntity = bizAgentApplicationGcConfigService.getByConfigCode(GC_CONFIG_CODE);
+        if (gcConfigEntity == null) {
+            throw new BusinessException("无法找到配置，联系管理员");
+        }
+
+        Message[] messages = buildMessage(gcConfigEntity.getConfigSystem(), generateExaminationEntity);
+        LargeModelResponse largeModelResponse = new LargeModelResponse();
+        largeModelResponse.setModel(gcConfigEntity.getLargeModel());
+        largeModelResponse.setMessages(messages);
+        largeModelResponse.setStream(true);
+        largeModelResponse.setMaxTokens(32768);
+        largeModelResponse.setThinking(new Thinking() {{
+            setType("disabled");
+        }});
+        largeModelResponse.setUser("GENERATE_EXAMINATION");
+
+        try {
+            String examinationId = StringUtils.isNotBlank(generateExaminationEntity.getExaminationId())
+                    ? generateExaminationEntity.getExaminationId() : "EXAMINATION_" + UUIDTool.getUUID();
+
+            BufferedReader bufferedReader = llmService.chatChunk(largeModelResponse);
+            SSEUtil sseUtil = new SSEUtil();
+            List<ExaminationDetailEntity> examinationDetailEntities = outputExaminationBuffer(bufferedReader, sseUtil, examinationId);
+            if (CollectionUtils.isEmpty(examinationDetailEntities)) {
+                throw new BusinessException("生成试卷题目失败,联系管理员");
+            }
+            //保存试卷内容
+            List<String> questionTypes = generateExaminationEntity.getQuestionType();
+            String questionType = StringUtils.join(questionTypes, ",");
+
+            //保存试卷内容
+            BizExaminationEntity bizExaminationEntity = new BizExaminationEntity();
+            bizExaminationEntity.setExaminationId(examinationId);
+            bizExaminationEntity.setMemberId(userId);
+            bizExaminationEntity.setIsDeleted(CommonConstant.IsDeleted.N);
+
+            List<BizExaminationEntity> bizExaminationEntities = bizExaminationService.findByExample(bizExaminationEntity, null);
+            if (StringUtils.isBlank(generateExaminationEntity.getExaminationId()) || CollectionUtils.isEmpty(bizExaminationEntities)) {
+                BizExaminationEntity saveExaminationEntity = new BizExaminationEntity();
+                saveExaminationEntity.setExaminationId(examinationId);
+                saveExaminationEntity.setMemberId(userId);
+                saveExaminationEntity.setTitle(generateExaminationEntity.getTitle());
+                saveExaminationEntity.setQuestionType(questionType);
+                saveExaminationEntity.setTotalScore(generateExaminationEntity.getTotalScore());
+                saveExaminationEntity.setN(generateExaminationEntity.getN());
+                saveExaminationEntity.setLevel(generateExaminationEntity.getLevel());
+                saveExaminationEntity.setLanguage(generateExaminationEntity.getLanguage());
+                saveExaminationEntity.setPositions(generateExaminationEntity.getPositions());
+                saveExaminationEntity.setExaminationDetail(JsonUtils.serialize(examinationDetailEntities));
+                bizExaminationService.save(saveExaminationEntity);
+            } else {
+                BizExaminationEntity updateExaminationEntity = bizExaminationEntities.get(0);
+                updateExaminationEntity.setTitle(generateExaminationEntity.getTitle());
+                updateExaminationEntity.setQuestionType(questionType);
+                updateExaminationEntity.setTotalScore(generateExaminationEntity.getTotalScore());
+                updateExaminationEntity.setN(generateExaminationEntity.getN());
+                updateExaminationEntity.setLevel(generateExaminationEntity.getLevel());
+                updateExaminationEntity.setLanguage(generateExaminationEntity.getLanguage());
+                updateExaminationEntity.setPositions(generateExaminationEntity.getPositions());
+                updateExaminationEntity.setExaminationDetail(JsonUtils.serialize(examinationDetailEntities));
+                bizExaminationService.update(updateExaminationEntity);
+            }
+
+
+        } catch (Exception e) {
+            throw new BusinessException("生成题目异常");
+        }
+    }
+
+    @Override
+    public Collection<ExaminationDetailEntity> getExaminations(String examinationId, Long userId) {
+        BizExaminationEntity bizExaminationEntity = new BizExaminationEntity();
+        bizExaminationEntity.setExaminationId(examinationId);
+        bizExaminationEntity.setMemberId(userId);
+        bizExaminationEntity.setIsDeleted(CommonConstant.IsDeleted.N);
+        List<BizExaminationEntity> bizExaminationEntities = bizExaminationService.findByExample(bizExaminationEntity, null);
+        if (CollectionUtils.isEmpty(bizExaminationEntities)) {
+            return Collections.emptyList();
+        }
+
+        BizExaminationEntity examinationEntity = bizExaminationEntities.get(0);
+        String examinationDetail = examinationEntity.getExaminationDetail();
+        if (StringUtils.isBlank(examinationDetail)) {
+            return Collections.emptyList();
+        }
+
+        return JsonUtils.<List<ExaminationDetailEntity>>deSerialize(examinationDetail, new TypeReference<List<ExaminationDetailEntity>>() {
+        }.getType());
+    }
+
+    @Override
+    public List<ExaminationEntity> getList(String query, Long userId) {
+        List<ExaminationEntity> res = new ArrayList<>();
+
+        ExaminationQueryCondition condition = new ExaminationQueryCondition();
+        condition.setQuery(query);
+        condition.setMemberId(userId);
+        List<ExaminationQueryItem> examinationQueryItems = bizExaminationService.examinationQuery(condition, null);
+        if (CollectionUtils.isNotEmpty(examinationQueryItems)) {
+            res = examinationQueryItems.stream().map(item -> {
+                ExaminationEntity examinationEntity = new ExaminationEntity();
+                examinationEntity.setExaminationId(item.getExaminationId());
+                examinationEntity.setTitle(item.getTitle());
+                examinationEntity.setN(item.getN());
+                examinationEntity.setLevel(item.getLevel());
+                examinationEntity.setDate(item.getModifiedTime());
+                return examinationEntity;
+            }).collect(Collectors.toList());
+        }
+        return res;
+    }
+
+    private Message[] buildMessage(String prompt, GenerateExaminationEntity generateExaminationEntity) {
+        String fileContent = generateExaminationEntity.getPositions();
+        if (StringUtils.isNoneBlank(generateExaminationEntity.getFileUrl())) {
+            File file = DocumentLoad.downloadURLDocument(generateExaminationEntity.getFileUrl());
+            fileContent = DocumentLoad.documentToText(file);
+        }
+
+        String content = prompt.replace("${file_content}", fileContent)
+                .replace("${number}", generateExaminationEntity.getN().toString())
+                .replace("${total_score}", generateExaminationEntity.getTotalScore().toString())
+                .replace("${level}", generateExaminationEntity.getLevel())
+                .replace("${position}", generateExaminationEntity.getPositions())
+                .replace("${question_type}", StringUtils.join(generateExaminationEntity.getQuestionType(), ","));
+
+        Message userMessage = new Message();
+        userMessage.setRole(LLMRoleEnum.USER.getRole());
+        userMessage.setContent(content);
+        return new Message[]{userMessage};
+    }
+
+
+    private List<ExaminationDetailEntity> outputExaminationBuffer(BufferedReader bufferedReader, SSEUtil sseUtil, String examinationId) throws IOException {
+        String res = "";
+        StringBuilder output = new StringBuilder();
+        StringBuilder reasoningContent = new StringBuilder();
+        StringBuilder examinationRecordBuilder = new StringBuilder();
+        sseUtil.send("{\"examinationId\":\"" + examinationId + "\"}");
+        List<ExaminationDetailEntity> examinationDetailEntities = new ArrayList<>();
+        try {
+            while ((res = bufferedReader.readLine()) != null) {
+                if (StringUtils.isEmpty(res)) {
+                    continue;
+                }
+                res = StringUtils.replace(res, "data: ", StringUtils.EMPTY);
+                LargeModelDemandResult result = JsonUtils.deSerialize(res, LargeModelDemandResult.class);
+                if (!"0".equals(result.getCode())) {
+                    logger.error("LLM Error,code:{}", result.getCode());
+                    BusinessException ex = new BusinessException("exception/call.failure");
+                    result.setMessage(ex.getMessage());
+                    sseUtil.send(JsonUtils.serialize(result));
+                    sseUtil.send("[DONE]");
+                    sseUtil.complete();
+                    throw ex;
+                }
+                if (StringUtils.isNotEmpty(result.getMessage())) {
+                    output.append(result.getMessage());
+                    examinationRecordBuilder.append(result.getMessage());
+                }
+                // 构造题目参数
+                if (examinationRecordBuilder.length() > 0) {
+                    int startIndex = examinationRecordBuilder.indexOf(startXML);
+                    if (startIndex != -1) {
+                        int contentStart = startIndex + startXML.length();
+                        int endIndex = examinationRecordBuilder.indexOf(endXML, contentStart);
+                        if (endIndex != -1) {
+                            String subStr = examinationRecordBuilder.substring(contentStart, endIndex);
+                            ExaminationDetailEntity examinationDetailEntity = JsonUtils.deSerialize(subStr, ExaminationDetailEntity.class);
+                            if (examinationDetailEntity != null) {
+                                sseUtil.send(JsonUtils.serialize(examinationDetailEntity));
+                                examinationDetailEntities.add(examinationDetailEntity);
+                                examinationRecordBuilder = new StringBuilder(examinationRecordBuilder.substring(endIndex));
+                            }
+                        }
+                    }
+                }
+                if (StringUtils.isNotEmpty(result.getReasoningContent())) {
+                    reasoningContent.append(result.getReasoningContent());
+                }
+            }
+
+
+            // 关闭资源
+            sseUtil.send("[DONE]");
+            sseUtil.complete();
+            return examinationDetailEntities;
+
+        } catch (IOException e) {
+            logger.error("连接断开,code:{}", e.getMessage());
+            sseUtil.completeByError("连接断开");
+            throw new BusinessException("连接断开");
+        } finally {
+            bufferedReader.close();
+            sseUtil.complete();
+        }
+    }
+}

src/main/java/cn/com/poc/writing/convert/BizExaminationConvert.java

+package cn.com.poc.writing.convert;	
+
+import cn.com.poc.writing.model.BizExaminationModel;
+import cn.com.poc.writing.entity.BizExaminationEntity;
+import cn.com.poc.writing.dto.BizExaminationDto;
+
+
+public class BizExaminationConvert {
+
+    public static BizExaminationEntity modelToEntity(BizExaminationModel model){
+        BizExaminationEntity entity = new BizExaminationEntity();
+        entity.setId(model.getId());
+        entity.setExaminationId(model.getExaminationId());
+        entity.setMemberId(model.getMemberId());
+        entity.setTitle(model.getTitle());
+        entity.setQuestionType(model.getQuestionType());
+        entity.setTotalScore(model.getTotalScore());
+        entity.setN(model.getN());
+        entity.setLevel(model.getLevel());
+        entity.setLanguage(model.getLanguage());
+        entity.setPositions(model.getPositions());
+        entity.setExaminationDetail(model.getExaminationDetail());
+        entity.setIsDeleted(model.getIsDeleted());
+        entity.setCreator(model.getCreator());
+        entity.setCreatedTime(model.getCreatedTime());
+        entity.setModifier(model.getModifier());
+        entity.setModifiedTime(model.getModifiedTime());
+        entity.setSysVersion(model.getSysVersion());
+        return entity;
+    }
+
+    public static BizExaminationModel entityToModel(BizExaminationEntity entity){
+        BizExaminationModel model = new BizExaminationModel();
+        model.setId(entity.getId());
+        model.setExaminationId(entity.getExaminationId());
+        model.setMemberId(entity.getMemberId());
+        model.setTitle(entity.getTitle());
+        model.setQuestionType(entity.getQuestionType());
+        model.setTotalScore(entity.getTotalScore());
+        model.setN(entity.getN());
+        model.setLevel(entity.getLevel());
+        model.setLanguage(entity.getLanguage());
+        model.setPositions(entity.getPositions());
+        model.setExaminationDetail(entity.getExaminationDetail());
+        model.setIsDeleted(entity.getIsDeleted());
+        model.setCreator(entity.getCreator());
+        model.setCreatedTime(entity.getCreatedTime());
+        model.setModifier(entity.getModifier());
+        model.setModifiedTime(entity.getModifiedTime());
+        model.setSysVersion(entity.getSysVersion());
+        return model;
+    }
+    
+    public static BizExaminationDto entityToDto(BizExaminationEntity entity){
+        BizExaminationDto dto = new BizExaminationDto();
+        dto.setId(entity.getId());
+        dto.setExaminationId(entity.getExaminationId());
+        dto.setMemberId(entity.getMemberId());
+        dto.setTitle(entity.getTitle());
+        dto.setQuestionType(entity.getQuestionType());
+        dto.setTotalScore(entity.getTotalScore());
+        dto.setN(entity.getN());
+        dto.setLevel(entity.getLevel());
+        dto.setLanguage(entity.getLanguage());
+        dto.setPositions(entity.getPositions());
+        dto.setExaminationDetail(entity.getExaminationDetail());
+        dto.setIsDeleted(entity.getIsDeleted());
+        dto.setCreator(entity.getCreator());
+        dto.setCreatedTime(entity.getCreatedTime());
+        dto.setModifier(entity.getModifier());
+        dto.setModifiedTime(entity.getModifiedTime());
+        dto.setSysVersion(entity.getSysVersion());
+        return dto;
+    }
+
+    public static BizExaminationEntity dtoToEntity(BizExaminationDto dto){
+        BizExaminationEntity entity = new BizExaminationEntity();
+        entity.setId(dto.getId());
+        entity.setExaminationId(dto.getExaminationId());
+        entity.setMemberId(dto.getMemberId());
+        entity.setTitle(dto.getTitle());
+        entity.setQuestionType(dto.getQuestionType());
+        entity.setTotalScore(dto.getTotalScore());
+        entity.setN(dto.getN());
+        entity.setLevel(dto.getLevel());
+        entity.setLanguage(dto.getLanguage());
+        entity.setPositions(dto.getPositions());
+        entity.setExaminationDetail(dto.getExaminationDetail());
+        entity.setIsDeleted(dto.getIsDeleted());
+        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/writing/dto/BizExaminationDto.java

+package cn.com.poc.writing.dto;	
+
+
+public class BizExaminationDto {
+
+    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;
+    }
+	/** examination_id
+    *试卷ID
+    */ 
+    private java.lang.String examinationId;
+
+    public java.lang.String getExaminationId(){
+        return this.examinationId;
+    }
+    
+    public void setExaminationId(java.lang.String examinationId){
+        this.examinationId = examinationId;
+    }
+	/** member_id
+    *用户ID
+    */ 
+    private java.lang.Long memberId;
+
+    public java.lang.Long getMemberId(){
+        return this.memberId;
+    }
+    
+    public void setMemberId(java.lang.Long memberId){
+        this.memberId = memberId;
+    }
+	/** title
+    *试卷名称
+    */ 
+    private java.lang.String title;
+
+    public java.lang.String getTitle(){
+        return this.title;
+    }
+    
+    public void setTitle(java.lang.String title){
+        this.title = title;
+    }
+	/** question_type
+    *出题类型
+    */ 
+    private java.lang.String questionType;
+
+    public java.lang.String getQuestionType(){
+        return this.questionType;
+    }
+    
+    public void setQuestionType(java.lang.String questionType){
+        this.questionType = questionType;
+    }
+	/** total_score
+    *总分数
+    */ 
+    private java.lang.Integer totalScore;
+
+    public java.lang.Integer getTotalScore(){
+        return this.totalScore;
+    }
+    
+    public void setTotalScore(java.lang.Integer totalScore){
+        this.totalScore = totalScore;
+    }
+	/** n
+    *总题数
+    */ 
+    private java.lang.Integer n;
+
+    public java.lang.Integer getN(){
+        return this.n;
+    }
+    
+    public void setN(java.lang.Integer n){
+        this.n = n;
+    }
+	/** level
+    *难度级别
+    */ 
+    private java.lang.String level;
+
+    public java.lang.String getLevel(){
+        return this.level;
+    }
+    
+    public void setLevel(java.lang.String level){
+        this.level = level;
+    }
+	/** language
+    *出题语言
+    */ 
+    private java.lang.String language;
+
+    public java.lang.String getLanguage(){
+        return this.language;
+    }
+    
+    public void setLanguage(java.lang.String language){
+        this.language = language;
+    }
+	/** positions
+    *适用岗位
+    */ 
+    private java.lang.String positions;
+
+    public java.lang.String getPositions(){
+        return this.positions;
+    }
+    
+    public void setPositions(java.lang.String positions){
+        this.positions = positions;
+    }
+	/** examination_detail
+    *试卷内容
+    */ 
+    private java.lang.String examinationDetail;
+
+    public java.lang.String getExaminationDetail(){
+        return this.examinationDetail;
+    }
+    
+    public void setExaminationDetail(java.lang.String examinationDetail){
+        this.examinationDetail = examinationDetail;
+    }
+	/** is_deleted
+    *是否删除 Y 是  N 否
+    */ 
+    private java.lang.String isDeleted;
+
+    public java.lang.String getIsDeleted(){
+        return this.isDeleted;
+    }
+    
+    public void setIsDeleted(java.lang.String isDeleted){
+        this.isDeleted = isDeleted;
+    }
+	/** 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/writing/dto/ExaminationConfigItemDto.java

+package cn.com.poc.writing.dto;
+
+import java.util.List;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+public class ExaminationConfigItemDto {
+
+    /**
+     * 出题类型
+     */
+    List<String> questionType;
+
+    /**
+     * 难度级别
+     */
+    List<String> levels;
+
+    /**
+     * 出题语言
+     */
+    List<String> languages;
+
+    /**
+     * 使用岗位
+     */
+    List<String> positions;
+
+
+    public List<String> getQuestionType() {
+        return questionType;
+    }
+
+    public void setQuestionType(List<String> questionType) {
+        this.questionType = questionType;
+    }
+
+    public List<String> getLevels() {
+        return levels;
+    }
+
+    public void setLevels(List<String> levels) {
+        this.levels = levels;
+    }
+
+    public List<String> getLanguages() {
+        return languages;
+    }
+
+    public void setLanguages(List<String> languages) {
+        this.languages = languages;
+    }
+
+    public List<String> getPositions() {
+        return positions;
+    }
+
+    public void setPositions(List<String> positions) {
+        this.positions = positions;
+    }
+}

src/main/java/cn/com/poc/writing/dto/ExaminationDetailDto.java

+package cn.com.poc.writing.dto;
+
+import java.util.List;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+public class ExaminationDetailDto {
+
+    private String questionType;
+    private Integer score;
+    private String question;
+    private List<String> choice;
+    private String rightAnswers;
+    private String rightAnswersAnalysis;
+
+
+    public String getQuestionType() {
+        return questionType;
+    }
+
+    public void setQuestionType(String questionType) {
+        this.questionType = questionType;
+    }
+
+    public Integer getScore() {
+        return score;
+    }
+
+    public void setScore(Integer score) {
+        this.score = score;
+    }
+
+    public String getQuestion() {
+        return question;
+    }
+
+    public void setQuestion(String question) {
+        this.question = question;
+    }
+
+    public List<String> getChoice() {
+        return choice;
+    }
+
+    public void setChoice(List<String> choice) {
+        this.choice = choice;
+    }
+
+    public String getRightAnswers() {
+        return rightAnswers;
+    }
+
+    public void setRightAnswers(String rightAnswers) {
+        this.rightAnswers = rightAnswers;
+    }
+
+    public String getRightAnswersAnalysis() {
+        return rightAnswersAnalysis;
+    }
+
+    public void setRightAnswersAnalysis(String rightAnswersAnalysis) {
+        this.rightAnswersAnalysis = rightAnswersAnalysis;
+    }
+}

src/main/java/cn/com/poc/writing/dto/ExaminationDto.java

+package cn.com.poc.writing.dto;
+
+import java.util.Date;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+public class ExaminationDto {
+
+    private String examinationId;
+
+    private String title;
+
+    private Integer n;
+
+    private String level;
+
+    private Date date;
+
+    public String getExaminationId() {
+        return examinationId;
+    }
+
+    public void setExaminationId(String examinationId) {
+        this.examinationId = examinationId;
+    }
+
+    public String getTitle() {
+        return title;
+    }
+
+    public void setTitle(String title) {
+        this.title = title;
+    }
+
+    public Integer getN() {
+        return n;
+    }
+
+    public void setN(Integer n) {
+        this.n = n;
+    }
+
+    public String getLevel() {
+        return level;
+    }
+
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    public Date getDate() {
+        return date;
+    }
+
+    public void setDate(Date date) {
+        this.date = date;
+    }
+}

src/main/java/cn/com/poc/writing/dto/GenerateExaminationDto.java

+package cn.com.poc.writing.dto;
+
+import java.util.List;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+public class GenerateExaminationDto {
+    /**
+     * ID
+     */
+    private String examinationId;
+
+    /**
+     * 试卷名称
+     */
+    private String title;
+
+    /**
+     * 出题类型
+     */
+    private List<String> questionType;
+
+    /**
+     * 总题数
+     */
+    private Integer n;
+
+    /**
+     * 总分数
+     */
+    private Integer totalScore;
+
+    /**
+     * 难度级别
+     */
+    private String level;
+
+    /**
+     * 出题语言
+     */
+    private String language;
+
+    /**
+     * 适用岗位
+     */
+    private String positions;
+
+    /**
+     * 文件地址
+     */
+    private String fileUrl;
+
+    public String getFileUrl() {
+        return fileUrl;
+    }
+
+    public void setFileUrl(String fileUrl) {
+        this.fileUrl = fileUrl;
+    }
+
+    public List<String> getQuestionType() {
+        return questionType;
+    }
+
+    public void setQuestionType(List<String> questionType) {
+        this.questionType = questionType;
+    }
+
+    public String getExaminationId() {
+        return examinationId;
+    }
+
+    public void setExaminationId(String examinationId) {
+        this.examinationId = examinationId;
+    }
+
+    public String getTitle() {
+        return title;
+    }
+
+    public void setTitle(String title) {
+        this.title = title;
+    }
+
+    public Integer getN() {
+        return n;
+    }
+
+    public void setN(Integer n) {
+        this.n = n;
+    }
+
+    public Integer getTotalScore() {
+        return totalScore;
+    }
+
+    public void setTotalScore(Integer totalScore) {
+        this.totalScore = totalScore;
+    }
+
+    public String getLevel() {
+        return level;
+    }
+
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    public String getLanguage() {
+        return language;
+    }
+
+    public void setLanguage(String language) {
+        this.language = language;
+    }
+
+    public String getPositions() {
+        return positions;
+    }
+
+    public void setPositions(String positions) {
+        this.positions = positions;
+    }
+}

src/main/java/cn/com/poc/writing/entity/BizExaminationEntity.java

+package cn.com.poc.writing.entity;	
+
+
+public class BizExaminationEntity {
+
+    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;
+    }
+	/** examination_id
+    *试卷ID
+    */ 
+    private java.lang.String examinationId;
+
+    public java.lang.String getExaminationId(){
+        return this.examinationId;
+    }
+    
+    public void setExaminationId(java.lang.String examinationId){
+        this.examinationId = examinationId;
+    }
+	/** member_id
+    *用户ID
+    */ 
+    private java.lang.Long memberId;
+
+    public java.lang.Long getMemberId(){
+        return this.memberId;
+    }
+    
+    public void setMemberId(java.lang.Long memberId){
+        this.memberId = memberId;
+    }
+	/** title
+    *试卷名称
+    */ 
+    private java.lang.String title;
+
+    public java.lang.String getTitle(){
+        return this.title;
+    }
+    
+    public void setTitle(java.lang.String title){
+        this.title = title;
+    }
+	/** question_type
+    *出题类型
+    */ 
+    private java.lang.String questionType;
+
+    public java.lang.String getQuestionType(){
+        return this.questionType;
+    }
+    
+    public void setQuestionType(java.lang.String questionType){
+        this.questionType = questionType;
+    }
+	/** total_score
+    *总分数
+    */ 
+    private java.lang.Integer totalScore;
+
+    public java.lang.Integer getTotalScore(){
+        return this.totalScore;
+    }
+    
+    public void setTotalScore(java.lang.Integer totalScore){
+        this.totalScore = totalScore;
+    }
+	/** n
+    *总题数
+    */ 
+    private java.lang.Integer n;
+
+    public java.lang.Integer getN(){
+        return this.n;
+    }
+    
+    public void setN(java.lang.Integer n){
+        this.n = n;
+    }
+	/** level
+    *难度级别
+    */ 
+    private java.lang.String level;
+
+    public java.lang.String getLevel(){
+        return this.level;
+    }
+    
+    public void setLevel(java.lang.String level){
+        this.level = level;
+    }
+	/** language
+    *出题语言
+    */ 
+    private java.lang.String language;
+
+    public java.lang.String getLanguage(){
+        return this.language;
+    }
+    
+    public void setLanguage(java.lang.String language){
+        this.language = language;
+    }
+	/** positions
+    *适用岗位
+    */ 
+    private java.lang.String positions;
+
+    public java.lang.String getPositions(){
+        return this.positions;
+    }
+    
+    public void setPositions(java.lang.String positions){
+        this.positions = positions;
+    }
+	/** examination_detail
+    *试卷内容
+    */ 
+    private java.lang.String examinationDetail;
+
+    public java.lang.String getExaminationDetail(){
+        return this.examinationDetail;
+    }
+    
+    public void setExaminationDetail(java.lang.String examinationDetail){
+        this.examinationDetail = examinationDetail;
+    }
+	/** is_deleted
+    *是否删除 Y 是  N 否
+    */ 
+    private java.lang.String isDeleted;
+
+    public java.lang.String getIsDeleted(){
+        return this.isDeleted;
+    }
+    
+    public void setIsDeleted(java.lang.String isDeleted){
+        this.isDeleted = isDeleted;
+    }
+	/** 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/writing/entity/ExaminationConfigItemEntity.java

+package cn.com.poc.writing.entity;
+
+import java.util.List;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+public class ExaminationConfigItemEntity {
+
+    /**
+     * 出题类型
+     */
+    List<String> questionType;
+
+    /**
+     * 难度级别
+     */
+    List<String> levels;
+
+    /**
+     * 出题语言
+     */
+    List<String> languages;
+
+    /**
+     * 使用岗位
+     */
+    List<String> positions;
+
+
+    public List<String> getQuestionType() {
+        return questionType;
+    }
+
+    public void setQuestionType(List<String> questionType) {
+        this.questionType = questionType;
+    }
+
+    public List<String> getLevels() {
+        return levels;
+    }
+
+    public void setLevels(List<String> levels) {
+        this.levels = levels;
+    }
+
+    public List<String> getLanguages() {
+        return languages;
+    }
+
+    public void setLanguages(List<String> languages) {
+        this.languages = languages;
+    }
+
+    public List<String> getPositions() {
+        return positions;
+    }
+
+    public void setPositions(List<String> positions) {
+        this.positions = positions;
+    }
+}

src/main/java/cn/com/poc/writing/entity/ExaminationDetailEntity.java

+package cn.com.poc.writing.entity;
+
+import java.util.List;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+public class ExaminationDetailEntity {
+
+    private String questionType;
+    private Integer score;
+    private String question;
+    private List<String> choice;
+    private String rightAnswers;
+    private String rightAnswersAnalysis;
+
+
+    public String getQuestionType() {
+        return questionType;
+    }
+
+    public void setQuestionType(String questionType) {
+        this.questionType = questionType;
+    }
+
+    public Integer getScore() {
+        return score;
+    }
+
+    public void setScore(Integer score) {
+        this.score = score;
+    }
+
+    public String getQuestion() {
+        return question;
+    }
+
+    public void setQuestion(String question) {
+        this.question = question;
+    }
+
+    public List<String> getChoice() {
+        return choice;
+    }
+
+    public void setChoice(List<String> choice) {
+        this.choice = choice;
+    }
+
+    public String getRightAnswers() {
+        return rightAnswers;
+    }
+
+    public void setRightAnswers(String rightAnswers) {
+        this.rightAnswers = rightAnswers;
+    }
+
+    public String getRightAnswersAnalysis() {
+        return rightAnswersAnalysis;
+    }
+
+    public void setRightAnswersAnalysis(String rightAnswersAnalysis) {
+        this.rightAnswersAnalysis = rightAnswersAnalysis;
+    }
+}

src/main/java/cn/com/poc/writing/entity/ExaminationEntity.java

+package cn.com.poc.writing.entity;
+
+import java.util.Date;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+public class ExaminationEntity {
+
+    private String examinationId;
+
+    private String title;
+
+    private Integer n;
+
+    private String level;
+
+    private Date date;
+
+    public String getExaminationId() {
+        return examinationId;
+    }
+
+    public void setExaminationId(String examinationId) {
+        this.examinationId = examinationId;
+    }
+
+    public String getTitle() {
+        return title;
+    }
+
+    public void setTitle(String title) {
+        this.title = title;
+    }
+
+    public Integer getN() {
+        return n;
+    }
+
+    public void setN(Integer n) {
+        this.n = n;
+    }
+
+    public String getLevel() {
+        return level;
+    }
+
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    public Date getDate() {
+        return date;
+    }
+
+    public void setDate(Date date) {
+        this.date = date;
+    }
+}

src/main/java/cn/com/poc/writing/entity/GenerateExaminationEntity.java

+package cn.com.poc.writing.entity;
+
+import java.util.List;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+public class GenerateExaminationEntity {
+
+    private String examinationId;
+
+    private String title;
+
+    private List<String> questionType;
+
+    private Integer n;
+
+    private Integer totalScore;
+
+    private String level;
+
+    private String language;
+
+    private String positions;
+
+    private String fileUrl;
+
+
+    public List<String> getQuestionType() {
+        return questionType;
+    }
+
+    public void setQuestionType(List<String> questionType) {
+        this.questionType = questionType;
+    }
+
+    public String getFileUrl() {
+        return fileUrl;
+    }
+
+    public void setFileUrl(String fileUrl) {
+        this.fileUrl = fileUrl;
+    }
+
+    public String getExaminationId() {
+        return examinationId;
+    }
+
+    public void setExaminationId(String examinationId) {
+        this.examinationId = examinationId;
+    }
+
+    public String getTitle() {
+        return title;
+    }
+
+    public void setTitle(String title) {
+        this.title = title;
+    }
+
+
+    public Integer getN() {
+        return n;
+    }
+
+    public void setN(Integer n) {
+        this.n = n;
+    }
+
+    public Integer getTotalScore() {
+        return totalScore;
+    }
+
+    public void setTotalScore(Integer totalScore) {
+        this.totalScore = totalScore;
+    }
+
+    public String getLevel() {
+        return level;
+    }
+
+    public void setLevel(String level) {
+        this.level = level;
+    }
+
+    public String getLanguage() {
+        return language;
+    }
+
+    public void setLanguage(String language) {
+        this.language = language;
+    }
+
+    public String getPositions() {
+        return positions;
+    }
+
+    public void setPositions(String positions) {
+        this.positions = positions;
+    }
+}

src/main/java/cn/com/poc/writing/model/BizExaminationModel.java

+package cn.com.poc.writing.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 biz_examination
+ * 智能出题
+ */
+@Entity
+@Table(name = "biz_examination")
+@DynamicInsert
+@DynamicUpdate
+public class BizExaminationModel 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");
+    }
+    
+  
+    /** examination_id
+    *试卷ID
+    */ 
+    private java.lang.String examinationId;
+    
+    @Column(name = "examination_id",length = 150)
+    public java.lang.String getExaminationId(){
+        return this.examinationId;
+    }
+    
+    public void setExaminationId(java.lang.String examinationId){
+        this.examinationId = examinationId;
+        super.addValidField("examinationId");
+    }
+    
+  
+    /** member_id
+    *用户ID
+    */ 
+    private java.lang.Long memberId;
+    
+    @Column(name = "member_id",length = 19)
+    public java.lang.Long getMemberId(){
+        return this.memberId;
+    }
+    
+    public void setMemberId(java.lang.Long memberId){
+        this.memberId = memberId;
+        super.addValidField("memberId");
+    }
+    
+  
+    /** title
+    *试卷名称
+    */ 
+    private java.lang.String title;
+    
+    @Column(name = "title",length = 150)
+    public java.lang.String getTitle(){
+        return this.title;
+    }
+    
+    public void setTitle(java.lang.String title){
+        this.title = title;
+        super.addValidField("title");
+    }
+    
+  
+    /** question_type
+    *出题类型
+    */ 
+    private java.lang.String questionType;
+    
+    @Column(name = "question_type",length = 2147483647)
+    public java.lang.String getQuestionType(){
+        return this.questionType;
+    }
+    
+    public void setQuestionType(java.lang.String questionType){
+        this.questionType = questionType;
+        super.addValidField("questionType");
+    }
+    
+  
+    /** total_score
+    *总分数
+    */ 
+    private java.lang.Integer totalScore;
+    
+    @Column(name = "total_score",length = 10)
+    public java.lang.Integer getTotalScore(){
+        return this.totalScore;
+    }
+    
+    public void setTotalScore(java.lang.Integer totalScore){
+        this.totalScore = totalScore;
+        super.addValidField("totalScore");
+    }
+    
+  
+    /** n
+    *总题数
+    */ 
+    private java.lang.Integer n;
+    
+    @Column(name = "n",length = 10)
+    public java.lang.Integer getN(){
+        return this.n;
+    }
+    
+    public void setN(java.lang.Integer n){
+        this.n = n;
+        super.addValidField("n");
+    }
+    
+  
+    /** level
+    *难度级别
+    */ 
+    private java.lang.String level;
+    
+    @Column(name = "level",length = 100)
+    public java.lang.String getLevel(){
+        return this.level;
+    }
+    
+    public void setLevel(java.lang.String level){
+        this.level = level;
+        super.addValidField("level");
+    }
+    
+  
+    /** language
+    *出题语言
+    */ 
+    private java.lang.String language;
+    
+    @Column(name = "language",length = 100)
+    public java.lang.String getLanguage(){
+        return this.language;
+    }
+    
+    public void setLanguage(java.lang.String language){
+        this.language = language;
+        super.addValidField("language");
+    }
+    
+  
+    /** positions
+    *适用岗位
+    */ 
+    private java.lang.String positions;
+    
+    @Column(name = "positions",length = 100)
+    public java.lang.String getPositions(){
+        return this.positions;
+    }
+    
+    public void setPositions(java.lang.String positions){
+        this.positions = positions;
+        super.addValidField("positions");
+    }
+    
+  
+    /** examination_detail
+    *试卷内容
+    */ 
+    private java.lang.String examinationDetail;
+    
+    @Column(name = "examination_detail",length = 1073741824)
+    public java.lang.String getExaminationDetail(){
+        return this.examinationDetail;
+    }
+    
+    public void setExaminationDetail(java.lang.String examinationDetail){
+        this.examinationDetail = examinationDetail;
+        super.addValidField("examinationDetail");
+    }
+    
+  
+    /** is_deleted
+    *是否删除 Y 是  N 否
+    */ 
+    private java.lang.String isDeleted;
+    
+    @Column(name = "is_deleted",length = 1)
+    public java.lang.String getIsDeleted(){
+        return this.isDeleted;
+    }
+    
+    public void setIsDeleted(java.lang.String isDeleted){
+        this.isDeleted = isDeleted;
+        super.addValidField("isDeleted");
+    }
+    
+  
+    /** 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/writing/query/ExaminationQuery.sql

+select
+    id,
+    examination_id,
+    member_id,
+    title,
+    question_type,
+    total_score,
+    n,
+    `level`,
+    `language`,
+    positions,
+    examination_detail,
+    is_deleted,
+    CREATOR,
+    CREATED_TIME,
+    MODIFIER,
+    MODIFIED_TIME,
+    SYS_VERSION
+from
+    biz_examination
+where is_deleted = 'N'
+<< and member_id = :memberId>>
+<< and LOCATE(:query,title) >>
+order by MODIFIED_TIME desc
\ No newline at end of file

src/main/java/cn/com/poc/writing/query/ExaminationQueryCondition.java

+package cn.com.poc.writing.query;   
+
+import java.io.Serializable;
+
+/**
+ * Query Condition class for ExaminationQuery
+ */
+public class ExaminationQueryCondition implements Serializable{
+    
+    private static final long serialVersionUID = 1L;
+    
+
+    private java.lang.Long memberId;
+    
+    public java.lang.Long getMemberId(){
+        return this.memberId;
+    }
+    
+    public void setMemberId(java.lang.Long memberId){
+        this.memberId = memberId;
+    }
+        
+
+    private java.lang.String query;
+    
+    public java.lang.String getQuery(){
+        return this.query;
+    }
+    
+    public void setQuery(java.lang.String query){
+        this.query = query;
+    }
+        
+}
\ No newline at end of file

src/main/java/cn/com/poc/writing/query/ExaminationQueryItem.java

+package cn.com.poc.writing.query;	
+
+import java.io.Serializable;
+import javax.persistence.Column;
+import javax.persistence.Entity;
+import cn.com.yict.framemax.data.model.BaseItemClass;
+
+/**
+ * Query Item class for ExaminationQuery
+ */
+@Entity
+public class ExaminationQueryItem extends BaseItemClass implements Serializable{
+
+    private static final long serialVersionUID = 1L;
+    
+    /** id
+    *id
+    */ 
+    private java.lang.Long id;
+    
+    @Column(name = "id")
+    public java.lang.Long getId(){
+        return this.id;
+    }
+    
+    public void setId(java.lang.Long id){
+        this.id = id;
+    }
+    
+    /** examination_id
+    *examination_id
+    */ 
+    private java.lang.String examinationId;
+    
+    @Column(name = "examination_id")
+    public java.lang.String getExaminationId(){
+        return this.examinationId;
+    }
+    
+    public void setExaminationId(java.lang.String examinationId){
+        this.examinationId = examinationId;
+    }
+    
+    /** member_id
+    *member_id
+    */ 
+    private java.lang.Long memberId;
+    
+    @Column(name = "member_id")
+    public java.lang.Long getMemberId(){
+        return this.memberId;
+    }
+    
+    public void setMemberId(java.lang.Long memberId){
+        this.memberId = memberId;
+    }
+    
+    /** title
+    *title
+    */ 
+    private java.lang.String title;
+    
+    @Column(name = "title")
+    public java.lang.String getTitle(){
+        return this.title;
+    }
+    
+    public void setTitle(java.lang.String title){
+        this.title = title;
+    }
+    
+    /** question_type
+    *question_type
+    */ 
+    private java.lang.String questionType;
+    
+    @Column(name = "question_type")
+    public java.lang.String getQuestionType(){
+        return this.questionType;
+    }
+    
+    public void setQuestionType(java.lang.String questionType){
+        this.questionType = questionType;
+    }
+    
+    /** total_score
+    *total_score
+    */ 
+    private java.lang.Integer totalScore;
+    
+    @Column(name = "total_score")
+    public java.lang.Integer getTotalScore(){
+        return this.totalScore;
+    }
+    
+    public void setTotalScore(java.lang.Integer totalScore){
+        this.totalScore = totalScore;
+    }
+    
+    /** n
+    *n
+    */ 
+    private java.lang.Integer n;
+    
+    @Column(name = "n")
+    public java.lang.Integer getN(){
+        return this.n;
+    }
+    
+    public void setN(java.lang.Integer n){
+        this.n = n;
+    }
+    
+    /** level
+    *level
+    */ 
+    private java.lang.String level;
+    
+    @Column(name = "level")
+    public java.lang.String getLevel(){
+        return this.level;
+    }
+    
+    public void setLevel(java.lang.String level){
+        this.level = level;
+    }
+    
+    /** language
+    *language
+    */ 
+    private java.lang.String language;
+    
+    @Column(name = "language")
+    public java.lang.String getLanguage(){
+        return this.language;
+    }
+    
+    public void setLanguage(java.lang.String language){
+        this.language = language;
+    }
+    
+    /** positions
+    *positions
+    */ 
+    private java.lang.String positions;
+    
+    @Column(name = "positions")
+    public java.lang.String getPositions(){
+        return this.positions;
+    }
+    
+    public void setPositions(java.lang.String positions){
+        this.positions = positions;
+    }
+    
+    /** examination_detail
+    *examination_detail
+    */ 
+    private java.lang.String examinationDetail;
+    
+    @Column(name = "examination_detail")
+    public java.lang.String getExaminationDetail(){
+        return this.examinationDetail;
+    }
+    
+    public void setExaminationDetail(java.lang.String examinationDetail){
+        this.examinationDetail = examinationDetail;
+    }
+    
+    /** is_deleted
+    *is_deleted
+    */ 
+    private java.lang.String isDeleted;
+    
+    @Column(name = "is_deleted")
+    public java.lang.String getIsDeleted(){
+        return this.isDeleted;
+    }
+    
+    public void setIsDeleted(java.lang.String isDeleted){
+        this.isDeleted = isDeleted;
+    }
+    
+    /** CREATOR
+    *CREATOR
+    */ 
+    private java.lang.String creator;
+    
+    @Column(name = "CREATOR")
+    public java.lang.String getCreator(){
+        return this.creator;
+    }
+    
+    public void setCreator(java.lang.String creator){
+        this.creator = creator;
+    }
+    
+    /** CREATED_TIME
+    *CREATED_TIME
+    */ 
+    private java.util.Date createdTime;
+    
+    @Column(name = "CREATED_TIME")
+    public java.util.Date getCreatedTime(){
+        return this.createdTime;
+    }
+    
+    public void setCreatedTime(java.util.Date createdTime){
+        this.createdTime = createdTime;
+    }
+    
+    /** MODIFIER
+    *MODIFIER
+    */ 
+    private java.lang.String modifier;
+    
+    @Column(name = "MODIFIER")
+    public java.lang.String getModifier(){
+        return this.modifier;
+    }
+    
+    public void setModifier(java.lang.String modifier){
+        this.modifier = modifier;
+    }
+    
+    /** MODIFIED_TIME
+    *MODIFIED_TIME
+    */ 
+    private java.util.Date modifiedTime;
+    
+    @Column(name = "MODIFIED_TIME")
+    public java.util.Date getModifiedTime(){
+        return this.modifiedTime;
+    }
+    
+    public void setModifiedTime(java.util.Date modifiedTime){
+        this.modifiedTime = modifiedTime;
+    }
+    
+    /** SYS_VERSION
+    *SYS_VERSION
+    */ 
+    private java.lang.Integer sysVersion;
+    
+    @Column(name = "SYS_VERSION")
+    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/writing/repository/BizExaminationRepository.java

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

src/main/java/cn/com/poc/writing/rest/ExaminationRest.java

+package cn.com.poc.writing.rest;
+
+import cn.com.poc.writing.dto.ExaminationConfigItemDto;
+import cn.com.poc.writing.dto.ExaminationDetailDto;
+import cn.com.poc.writing.dto.ExaminationDto;
+import cn.com.poc.writing.dto.GenerateExaminationDto;
+import cn.com.yict.framemax.core.rest.BaseRest;
+import cn.com.yict.framemax.web.permission.Access;
+import cn.com.yict.framemax.web.permission.Permission;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestParam;
+
+import java.util.List;
+
+/**
+ * 智能出题接口
+ *
+ * @author 52747
+ * @date 2025/8/14
+ */
+@Permission(Access.Safety)
+public interface ExaminationRest extends BaseRest {
+
+
+    /**
+     * 获取试卷生成配置项
+     * 出题类型
+     * 难度等级
+     * 出题语言
+     * 适用岗位
+     */
+    ExaminationConfigItemDto getConfigurationItem();
+
+    /**
+     * 生成试卷
+     * sse 输出
+     *
+     * @param generateExaminationDto 出题配置
+     */
+    void generateExamination(@RequestBody GenerateExaminationDto generateExaminationDto);
+
+    /**
+     * 获取试卷
+     *
+     * @param examinationId 试卷ID
+     */
+    List<ExaminationDetailDto> getExaminations(@RequestParam(value = "examinationId") String examinationId);
+
+    /**
+     * 获取历史记录
+     *
+     * @param query 查询
+     * @return
+     */
+    List<ExaminationDto> getList(@RequestParam(value = "query", required = false) String query);
+
+}

src/main/java/cn/com/poc/writing/rest/impl/ExaminationRestImpl.java

+package cn.com.poc.writing.rest.impl;
+
+import cn.com.poc.common.utils.Assert;
+import cn.com.poc.common.utils.BlContext;
+import cn.com.poc.support.security.oauth.entity.UserBaseEntity;
+import cn.com.poc.writing.aggregate.ExaminationService;
+import cn.com.poc.writing.dto.ExaminationConfigItemDto;
+import cn.com.poc.writing.dto.ExaminationDetailDto;
+import cn.com.poc.writing.dto.ExaminationDto;
+import cn.com.poc.writing.dto.GenerateExaminationDto;
+import cn.com.poc.writing.entity.ExaminationConfigItemEntity;
+import cn.com.poc.writing.entity.ExaminationDetailEntity;
+import cn.com.poc.writing.entity.ExaminationEntity;
+import cn.com.poc.writing.entity.GenerateExaminationEntity;
+import cn.com.poc.writing.rest.ExaminationRest;
+import cn.hutool.core.bean.BeanUtil;
+import org.apache.commons.collections4.CollectionUtils;
+import org.springframework.stereotype.Component;
+
+import javax.annotation.Resource;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+import java.util.stream.Collectors;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+@Component
+public class ExaminationRestImpl implements ExaminationRest {
+
+    @Resource
+    private ExaminationService examinationService;
+
+    @Override
+    public ExaminationConfigItemDto getConfigurationItem() {
+        ExaminationConfigItemEntity examinationConfigItemEntity = examinationService.getConfigurationItem();
+        ExaminationConfigItemDto dto = new ExaminationConfigItemDto();
+        dto.setQuestionType(examinationConfigItemEntity.getQuestionType());
+        dto.setLevels(examinationConfigItemEntity.getLevels());
+        dto.setLanguages(examinationConfigItemEntity.getLanguages());
+        dto.setPositions(examinationConfigItemEntity.getPositions());
+        return dto;
+    }
+
+    @Override
+    public void generateExamination(GenerateExaminationDto generateExaminationDto) {
+        Assert.notBlank(generateExaminationDto.getLanguage());
+        Assert.notBlank(generateExaminationDto.getTitle());
+        Assert.notBlank(generateExaminationDto.getLevel());
+        Assert.notBlank(generateExaminationDto.getPositions());
+        Assert.notEmpty(generateExaminationDto.getQuestionType());
+        Assert.notNull(generateExaminationDto.getN());
+
+        UserBaseEntity currentUser = BlContext.getCurrentUser();
+        GenerateExaminationEntity generateExaminationEntity = new GenerateExaminationEntity();
+        BeanUtil.copyProperties(generateExaminationDto, generateExaminationEntity);
+        examinationService.generateExamination(generateExaminationEntity, currentUser.getUserId());
+    }
+
+    @Override
+    public List<ExaminationDetailDto> getExaminations(String examinationId) {
+        Assert.notBlank(examinationId);
+        UserBaseEntity currentUser = BlContext.getCurrentUser();
+        Collection<ExaminationDetailEntity> detailEntities = examinationService.getExaminations(examinationId, currentUser.getUserId());
+        List<ExaminationDetailDto> result = new ArrayList<>();
+        if (CollectionUtils.isNotEmpty(detailEntities)) {
+            result = detailEntities.stream().map(entity -> {
+                ExaminationDetailDto dto = new ExaminationDetailDto();
+                dto.setQuestionType(entity.getQuestionType());
+                dto.setScore(entity.getScore());
+                dto.setQuestion(entity.getQuestion());
+                dto.setChoice(entity.getChoice());
+                dto.setRightAnswers(entity.getRightAnswers());
+                dto.setRightAnswersAnalysis(entity.getRightAnswersAnalysis());
+                return dto;
+            }).collect(Collectors.toList());
+        }
+        return result;
+    }
+
+    @Override
+    public List<ExaminationDto> getList(String query) {
+        List<ExaminationDto> result = new ArrayList<>();
+        UserBaseEntity currentUser = BlContext.getCurrentUser();
+        List<ExaminationEntity> entities = examinationService.getList(query, currentUser.getUserId());
+        if (CollectionUtils.isNotEmpty(entities)) {
+            result = entities.stream().map(entity -> {
+                ExaminationDto examinationDto = new ExaminationDto();
+                examinationDto.setExaminationId(entity.getExaminationId());
+                examinationDto.setTitle(entity.getTitle());
+                examinationDto.setN(entity.getN());
+                examinationDto.setLevel(entity.getLevel());
+                examinationDto.setDate(entity.getDate());
+                return examinationDto;
+            }).collect(Collectors.toList());
+        }
+        return result;
+    }
+}

src/main/java/cn/com/poc/writing/service/BizExaminationService.java

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

src/main/java/cn/com/poc/writing/service/impl/BizExaminationServiceImpl.java

+package cn.com.poc.writing.service.impl;
+
+import cn.com.poc.writing.query.ExaminationQueryCondition;
+import cn.com.poc.writing.query.ExaminationQueryItem;
+import cn.com.yict.framemax.core.service.impl.BaseServiceImpl;
+import cn.com.poc.writing.service.BizExaminationService;
+import cn.com.poc.writing.model.BizExaminationModel;
+import cn.com.poc.writing.entity.BizExaminationEntity;
+import cn.com.poc.writing.convert.BizExaminationConvert;
+import cn.com.poc.writing.repository.BizExaminationRepository;
+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 BizExaminationServiceImpl extends BaseServiceImpl
+        implements BizExaminationService {
+
+    @Resource
+    private BizExaminationRepository repository;
+
+    public BizExaminationEntity get(java.lang.Long id) throws Exception {
+        Assert.notNull(id);
+        BizExaminationModel model = this.repository.get(id);
+        if (model == null) {
+            return null;
+        }
+        if ("Y".equals(model.getIsDeleted())) {
+            return null;
+        }
+        return BizExaminationConvert.modelToEntity(model);
+    }
+
+
+    public List<BizExaminationEntity> findByExample(BizExaminationEntity example, PagingInfo pagingInfo) {
+        List<BizExaminationEntity> result = new ArrayList<BizExaminationEntity>();
+        BizExaminationModel model = new BizExaminationModel();
+        if (example != null) {
+            model = BizExaminationConvert.entityToModel(example);
+        }
+        model.setIsDeleted("N");
+        List<BizExaminationModel> models = this.repository.findByExample(model, pagingInfo);
+        if (CollectionUtils.isNotEmpty(models)) {
+            result = models.stream().map(BizExaminationConvert::modelToEntity).collect(Collectors.toList());
+        }
+        return result;
+    }
+
+    public BizExaminationEntity save(BizExaminationEntity entity) throws Exception {
+        Assert.notNull(entity);
+        entity.setId(null);
+        entity.setIsDeleted("N");
+        BizExaminationModel model = BizExaminationConvert.entityToModel(entity);
+        BizExaminationModel saveModel = this.repository.save(model);
+        return BizExaminationConvert.modelToEntity(saveModel);
+    }
+
+    public BizExaminationEntity update(BizExaminationEntity entity) throws Exception {
+        Assert.notNull(entity);
+        Assert.notNull(entity.getId(), "update pk can not be null");
+        BizExaminationModel model = this.repository.get(entity.getId());
+
+        if (entity.getExaminationId() != null) {
+            model.setExaminationId(entity.getExaminationId());
+        }
+        if (entity.getMemberId() != null) {
+            model.setMemberId(entity.getMemberId());
+        }
+        if (entity.getTitle() != null) {
+            model.setTitle(entity.getTitle());
+        }
+        if (entity.getQuestionType() != null) {
+            model.setQuestionType(entity.getQuestionType());
+        }
+        if (entity.getTotalScore() != null) {
+            model.setTotalScore(entity.getTotalScore());
+        }
+        if (entity.getN() != null) {
+            model.setN(entity.getN());
+        }
+        if (entity.getLevel() != null) {
+            model.setLevel(entity.getLevel());
+        }
+        if (entity.getLanguage() != null) {
+            model.setLanguage(entity.getLanguage());
+        }
+        if (entity.getPositions() != null) {
+            model.setPositions(entity.getPositions());
+        }
+        if (entity.getExaminationDetail() != null) {
+            model.setExaminationDetail(entity.getExaminationDetail());
+        }
+        if (entity.getIsDeleted() != null) {
+            model.setIsDeleted(entity.getIsDeleted());
+        }
+        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());
+        }
+        BizExaminationModel saveModel = this.repository.save(model);
+        return BizExaminationConvert.modelToEntity(saveModel);
+    }
+
+    public void deletedById(java.lang.Long id) throws Exception {
+        Assert.notNull(id);
+        BizExaminationModel model = this.repository.get(id);
+        if (model != null) {
+            if ("N".equals(model.getIsDeleted())) {
+                model.setIsDeleted("Y");
+                this.repository.save(model);
+            }
+        }
+    }
+
+    @Override
+    public List<ExaminationQueryItem> examinationQuery(ExaminationQueryCondition condition, PagingInfo pagingInfo) {
+        return this.sqlDao.query(condition, ExaminationQueryItem.class, pagingInfo);
+    }
+}
\ No newline at end of file

src/test/java/cn/com/poc/examination/ExaminationTest.java

+package cn.com.poc.examination;
+
+import cn.com.poc.common.utils.JsonUtils;
+import cn.com.poc.common.utils.SSEUtil;
+import cn.com.poc.law.entity.Agent;
+import cn.com.poc.thirdparty.resource.demand.ai.constants.LLMRoleEnum;
+import cn.com.poc.thirdparty.resource.demand.ai.entity.dialogue.Message;
+import cn.com.poc.thirdparty.resource.demand.ai.entity.largemodel.LargeModelDemandResult;
+import cn.com.poc.thirdparty.resource.demand.ai.entity.largemodel.LargeModelResponse;
+import cn.com.poc.thirdparty.resource.demand.ai.entity.largemodel.Thinking;
+import cn.com.poc.thirdparty.service.LLMService;
+import cn.com.poc.writing.aggregate.ExaminationService;
+import cn.com.poc.writing.entity.ExaminationConfigItemEntity;
+import cn.com.poc.writing.entity.ExaminationDetailEntity;
+import cn.com.poc.writing.entity.ExaminationEntity;
+import cn.com.poc.writing.entity.GenerateExaminationEntity;
+import cn.com.yict.framemax.core.exception.BusinessException;
+import cn.com.yict.framemax.core.spring.SingleContextInitializer;
+import org.apache.commons.lang3.StringUtils;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.test.context.ContextConfiguration;
+import org.springframework.test.context.junit4.SpringJUnit4ClassRunner;
+import org.springframework.test.context.web.WebAppConfiguration;
+
+import javax.annotation.Resource;
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.lang.reflect.Field;
+import java.lang.reflect.InvocationTargetException;
+import java.lang.reflect.Method;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+
+/**
+ * @author 52747
+ * @date 2025/8/14
+ */
+@RunWith(SpringJUnit4ClassRunner.class)
+@ContextConfiguration(initializers = SingleContextInitializer.class)
+@WebAppConfiguration
+public class ExaminationTest {
+
+    private final String startXML = "<examination_questions>";
+    private final String endXML = "</examination_questions>";
+
+    private final String MODEL = "Doubao-seed-1.6";
+
+    private String prompt = "你的任务是根据提供的相关文件资料，按照指定要求为制造业培训进行出题。请仔细阅读以下信息，并按照指示完成出题任务。\n" +
+            "相关文件资料：\n" +
+            "<files>\n" +
+            "${file_content}\n" +
+            "</files>\n" +
+            "出题要求如下：\n" +
+            "- 出题数量：\n" +
+            "<number_of_questions>\n" +
+            "${number}\n" +
+            "</number_of_questions>\n" +
+            "- 总分数：\n" +
+            "<total_score>\n" +
+            "${total_score}\n" +
+            "</total_score>\n" +
+            "- 难度级别：\n" +
+            "<difficulty_level>\n" +
+            "${level}\n" +
+            "</difficulty_level>\n" +
+            "- 适用岗位：\n" +
+            "<applicable_position>\n" +
+            "${position}\n" +
+            "</applicable_position>\n" +
+            "- 出题类型：\n" +
+            "<question_type>\n" +
+            "${question_type}\n" +
+            "</question_type>\n" +
+            "在出题时，请遵循以下指南：\n" +
+            "1. 题目内容需紧密围绕相关文件资料和适用岗位的知识技能。\n" +
+            "2. 根据难度级别合理设置题目的难易程度。\n" +
+            "3. 确保题目数量和总分数相匹配，可根据出题类型合理分配每题的分值。\n" +
+            "4. 题目表述应清晰、准确，避免产生歧义。\n" +
+            "请按照固定方式输出json格式的题目,每一个题目使用<examination_questions> </examination_questions>包裹，用于前端渲染，每个题目需包含题目类型[questionType]，分数[score]，题目[question]，题目中的多个选项[choice]，正确答案[rightAnswers]，正确答案解析[rightAnswersAnalysis]。其中正确答案解析不仅要对正确答案依据文件进行说明，还需对每个错误选项进行详细分析，且包含选项之间的对比分析。\n" +
+            "<examination_questions>\n" +
+            "{\n" +
+            "    \"questionType\": \"单选题\",\n" +
+            "    \"score\": 5,\n" +
+            "    \"question\": \"基础概念：以下哪项不属于产品表面严重缺陷？\",\n" +
+            "    \"choice\": [\"A. 长度超过2cm的划痕\", \"B. 直径0.3mm以下的针孔\", \"C. 面积大于5mm²的污渍\", \"D. 明显的色差（ΔE3.0）\"],\n" +
+            "    \"rightAnswers\": \"B\",\n" +
+            "    \"rightAnswersAnalysis\": \"根据公司标准Q/ZW - 003，直径小于0.5mm的针孔属于轻微缺陷，可通过返工修复，不属于严重缺陷。A选项长度超过2cm的划痕，对产品外观影响较大，属于严重缺陷；C选项面积大于5mm²的污渍，同样影响产品外观质量，属于严重缺陷；D选项明显的色差（ΔE3.0）也会影响产品整体外观，属于严重缺陷。通过对比，B选项与其他选项在缺陷程度上存在差异，所以选B。\"\n" +
+            "}\n" +
+            "</examination_questions>\n" +
+            "<examination_questions>\n" +
+            "{\n" +
+            "    \"questionType\": \"多选题\",\n" +
+            "    \"score\": 5,\n" +
+            "    \"question\": \"自动化测试工具（如Selenium、Appium）的主要功能包括哪些？（多选）\",\n" +
+            "    \"choice\": [\"A. 录制用户操作并回放\", \"B. 支持脚本语言编写测试脚本\", \"C. 自动分析测试结果并标记缺陷\", \"D. 自动修复发现的软件缺陷\", \"E. 生成测试报告\"],\n" +
+            "    \"rightAnswers\": \"A B C E\",\n" +
+            "    \"rightAnswersAnalysis\": \"根据公司标准Q/ZW - 003，直径小于0.5mm的针孔属于轻微缺陷，可通过返工修复，不属于严重缺陷。A选项长度超过2cm的划痕，对产品外观影响较大，属于严重缺陷；C选项面积大于5mm²的污渍，同样影响产品外观质量，属于严重缺陷；D选项明显的色差（ΔE3.0）也会影响产品整体外观，属于严重缺陷。通过对比，B选项与其他选项在缺陷程度上存在差异，所以选B。\"\n" +
+            "}\n" +
+            "</examination_questions>\n";
+
+    @Resource
+    private LLMService llmService;
+
+    @Test
+    public void test() throws Exception {
+        String content = prompt.replace("${file_content}", "软件测试")
+                .replace("${number}", "10")
+                .replace("${total_score}", "100")
+                .replace("${level}", "中级")
+                .replace("${position}", "软件测试")
+                .replace("${question_type}", "单选题、多选题、判断题");
+
+        Message userMessage = new Message();
+        userMessage.setRole(LLMRoleEnum.USER.getRole());
+        userMessage.setContent(content);
+
+        Message[] messages = new Message[]{userMessage};
+        LargeModelResponse largeModelResponse = new LargeModelResponse();
+        largeModelResponse.setModel("ep-20250814152748-6jlnx");
+        largeModelResponse.setMessages(messages);
+        largeModelResponse.setStream(true);
+        largeModelResponse.setMaxTokens(32768);
+        largeModelResponse.setThinking(new Thinking() {{
+            setType("disabled");
+        }});
+        largeModelResponse.setUser("GENERATE_EXAMINATION");
+
+        BufferedReader bufferedReader = llmService.chatChunk(largeModelResponse);
+
+        String res = "";
+        StringBuilder output = new StringBuilder();
+        StringBuilder reasoningContent = new StringBuilder();
+
+        List<ExaminationDetailEntity> list = new ArrayList<>();
+        try {
+            while ((res = bufferedReader.readLine()) != null) {
+                if (StringUtils.isEmpty(res)) {
+                    continue;
+                }
+                res = StringUtils.replace(res, "data: ", StringUtils.EMPTY);
+                LargeModelDemandResult result = JsonUtils.deSerialize(res, LargeModelDemandResult.class);
+                if (!"0".equals(result.getCode())) {
+                    BusinessException ex = new BusinessException("exception/call.failure");
+                    result.setMessage(ex.getMessage());
+                    throw ex;
+                }
+                if (StringUtils.isNotEmpty(result.getMessage())) {
+                    output.append(result.getMessage());
+                    int startIndex = output.indexOf(startXML);
+                    if (startIndex != -1) {
+                        int contentStart = startIndex + startXML.length();
+                        int endIndex = output.indexOf(endXML, contentStart);
+                        if (endIndex != -1) {
+                            String extracted = output.substring(contentStart, endIndex);
+                            ExaminationDetailEntity generateExaminationEntity = JsonUtils.deSerialize(extracted, ExaminationDetailEntity.class);
+                            System.out.println(JsonUtils.serialize(generateExaminationEntity));
+                            list.add(generateExaminationEntity);
+                            output = new StringBuilder(output.substring(endIndex));
+                        }
+                    }
+                }
+                if (StringUtils.isNotEmpty(result.getReasoningContent())) {
+                    reasoningContent.append(result.getReasoningContent());
+                }
+            }
+
+
+        } catch (IOException e) {
+            throw new BusinessException("连接断开");
+        } finally {
+            bufferedReader.close();
+        }
+
+        System.out.println("-------------------------------------------------");
+        System.out.println("num:" + list.size());
+        System.out.println(JsonUtils.serialize(list));
+    }
+
+
+    @Resource
+    private ExaminationService examinationService;
+
+    /**
+     * 获取试卷生成配置项
+     * 出题类型
+     * 难度等级
+     * 出题语言
+     * 适用岗位
+     */
+    @Test
+    public void getConfigurationItem() {
+        ExaminationConfigItemEntity configurationItem = examinationService.getConfigurationItem();
+        System.out.println(JsonUtils.serialize(configurationItem));
+    }
+
+    /**
+     * 获取生成试卷信息
+     */
+    @Test
+    public void getExaminations() {
+        String examinationId;
+        Long userId;
+    }
+
+    /**
+     * 获取历史记录
+     */
+    @Test
+    public void getList() {
+        String query;
+        Long userId;
+    }
+}

src/test/java/cn/com/poc/user/aggregation/MemberInfoServiceTest.java

@@ -39,5 +39,4 @@ public class MemberInfoServiceTest {
         memberInfoEntity.setMemberId(217);
         memberInfoService.updateMemberInfo(memberInfoEntity);
     }
-
 }