feat(rabbit): 添加AI题目生成功能

Administrator

1 days ago d3492864ec22a30e9fcc99b2b174cf6eb9531399

feat(rabbit): 添加AI题目生成功能

- 新增AiProductQuestionService接口及实现类用于处理AI题目生成
- 在AgentConsumer中添加消息监听器处理题目生成队列消息
- 在AgentProducer中添加sendAddQuestionJob方法发送题目生成任务
- 扩展AiProductQuestionJob实体增加promptAiSystem字段
- 配置RabbitMQ队列、交换机和绑定关系支持题目生成功能
- 更新前端页面将手动新增按钮替换为AI新增按钮
- 实现AI题目生成的核心逻辑包括任务调度和结果解析处理

 src/main/java/cc/mrbird/febs/ai/entity/AiProductQuestionJob.java

@@ -33,6 +33,11 @@
    private String title;

    /**
     * AI角色
     */
    private String promptAiSystem;

    /**
     * 难度：1-简单，2-中等，3-困难
     */
    private Integer difficulty;

 src/main/java/cc/mrbird/febs/ai/service/AiProductQuestionService.java

@@ -46,4 +46,7 @@

    FebsResponse aiAdd(AiProductQuestionAiDto dto);
    FebsResponse aiAddV2(AiProductQuestionAiDto dto);


    void getAddQuestion(String id);
}

 src/main/java/cc/mrbird/febs/ai/service/impl/AiProductQuestionServiceImpl.java

@@ -12,6 +12,7 @@
import cc.mrbird.febs.common.entity.QueryRequest;
import cc.mrbird.febs.common.exception.FebsException;
import cc.mrbird.febs.mall.entity.MallMember;
import cc.mrbird.febs.rabbit.producter.AgentProducer;
import cn.hutool.core.collection.CollUtil;
import cn.hutool.core.util.ObjectUtil;
import cn.hutool.core.util.StrUtil;
@@ -20,6 +21,7 @@
import cn.hutool.json.JSONObject;
import cn.hutool.json.JSONUtil;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.conditions.update.LambdaUpdateWrapper;
import com.baomidou.mybatisplus.core.metadata.IPage;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
@@ -50,6 +52,7 @@
    private final AiProductQuestionJobMapper aiProductQuestionJobMapper;
    private final AiProductQuestionItemService aiProductQuestionItemService;
    private final AiService aiService;
    private final AgentProducer agentProducer;

    @Override
    public AiProductQuestion getById(String id) {
@@ -272,19 +275,108 @@
        Integer questionCnt = dto.getQuestionCnt();
        String query = dto.getQuery();
        Integer difficulty = dto.getDifficulty();
        String promptAiSystem = dto.getPromptAiSystem();
        Date createdTime = new Date();
        AiProductQuestionJob aiProductQuestionJob = new AiProductQuestionJob();
        aiProductQuestionJob.setId(UUID.getSimpleUUIDString());
        aiProductQuestionJob.setCompanyId(companyId);
        aiProductQuestionJob.setProductCategoryId(productCategoryId);
        aiProductQuestionJob.setTitle(query);
        aiProductQuestionJob.setPromptAiSystem(promptAiSystem);
        aiProductQuestionJob.setQuestionCnt(questionCnt);
        aiProductQuestionJob.setDifficulty(difficulty);
        aiProductQuestionJob.setCreatedTime(createdTime);
        aiProductQuestionJobMapper.insert(aiProductQuestionJob);

        agentProducer.sendAddQuestionJob(aiProductQuestionJob.getId());
        return new FebsResponse().success().message("操作成功");
    }

    @Override
    public void getAddQuestion(String id) {
        AiProductQuestionJob aiProductQuestionJob = aiProductQuestionJobMapper.selectById(id);
        if (ObjectUtil.isEmpty(aiProductQuestionJob)){
            return;
        }
        Integer state = aiProductQuestionJob.getState();
        if (2 == state){
            return;
        }
        Integer questionCnt = aiProductQuestionJob.getQuestionCnt();
        Integer questionDoneCnt = aiProductQuestionJob.getQuestionDoneCnt();
        if (questionCnt <= questionDoneCnt){
            aiProductQuestionJob.setState(2);
            aiProductQuestionJobMapper.update(null,
                    Wrappers.lambdaUpdate(AiProductQuestionJob.class)
                            .set(AiProductQuestionJob::getState, 2)
                            .set(AiProductQuestionJob::getUpdatedTime, new Date())
                            .eq(AiProductQuestionJob::getId, id));
            return;
        }
        int i = questionCnt - questionDoneCnt;
        if (i >= 10){
            i = 10;
        }
        AiProductQuestionAiDto dto = new AiProductQuestionAiDto();
        String jsonFormat = "{\"question_list\":[{\"title\": \"消费者对透明质酸的主要担忧是什么？\",\"answer_list\":[{\"answer\": \"消费者担心透明质酸维持时间短，效果不明显。\",\"type\": 1,\"analysis\": \"\"},{\"answer\": \"消费者担心透明质酸注射后可能出现移位、凹陷、馒化、僵硬以及炎症反应。\",\"type\": 1,\"analysis\": \"\"},{\"answer\": \"消费者的主要担忧包括效果不明显、维持时间短、注射后出现移位、凹陷、馒化、僵硬以及炎症反应。他们希望既达到理想效果，又避免这些副作用。\",\"type\": 2,\"analysis\": \"标准答案涵盖了消费者对透明质酸的所有主要担忧，既包括效果问题，也涵盖副作用风险，全面反映消费者心理需求。\"}]}]} ";
        dto.setJsonFormat(jsonFormat);
        dto.setCompanyId(aiProductQuestionJob.getCompanyId());
        dto.setProductCategoryId(aiProductQuestionJob.getProductCategoryId());
        dto.setQuery(aiProductQuestionJob.getTitle());
        dto.setPromptAiSystem(aiProductQuestionJob.getPromptAiSystem());
        dto.setQuestionCnt(i);
        dto.setDifficulty(aiProductQuestionJob.getDifficulty());

        String questionAndAnswerStr = aiService.llmInvokeNonStreaming(dto);
        // 解析AI返回的结果
        List<JSONObject> questionList = parseAiQuestionResponse(questionAndAnswerStr);
        if (CollUtil.isNotEmpty(questionList)){
            String productCategoryId = dto.getProductCategoryId();
            Integer difficulty = dto.getDifficulty();
            Date createdTime = new Date();
            // 处理解析后的问题列表
            for (JSONObject questionObj : questionList) {
                String title = questionObj.getStr("title");

                AiProductQuestion aiProductQuestion = new AiProductQuestion();
                aiProductQuestion.setId(UUID.getSimpleUUIDString());
                aiProductQuestion.setCompanyId(dto.getCompanyId());
                aiProductQuestion.setProductCategoryId(productCategoryId);
                aiProductQuestion.setTitle(title);
                aiProductQuestion.setDifficulty(difficulty);
                aiProductQuestion.setCreatedTime(createdTime);
                this.save(aiProductQuestion);
                JSONArray answerList = questionObj.getJSONArray("answer_list");
                for (int j = 0; j < answerList.size(); j++) {
                    JSONObject answer = answerList.getJSONObject(j);
                    System.out.println("答案" + (j+1) + ": " + answer.getStr("answer"));
                    System.out.println("类型: " + answer.getStr("type"));
                    System.out.println("分析: " + answer.getStr("analysis"));
                    AiProductQuestionItem aiProductQuestionItem = new AiProductQuestionItem();
                    aiProductQuestionItem.setId(UUID.getSimpleUUIDString());
                    aiProductQuestionItem.setCompanyId(dto.getCompanyId());
                    aiProductQuestionItem.setProductQuestionId(aiProductQuestion.getId());
                    aiProductQuestionItem.setTitle(aiProductQuestion.getTitle());
                    aiProductQuestionItem.setAnswer(answer.getStr("answer"));
                    aiProductQuestionItem.setCorrectAnswer(answer.getInt("type") == 2 ? 1 : 0);
                    aiProductQuestionItem.setAnswerAnalysis(answer.getStr("analysis"));
                    aiProductQuestionItem.setCreatedTime(createdTime);
                    aiProductQuestionItemService.getBaseMapper().insert(aiProductQuestionItem);
                }
            }
            aiProductQuestionJobMapper.update(null,
                    Wrappers.lambdaUpdate(AiProductQuestionJob.class)
                            .set(AiProductQuestionJob::getQuestionDoneCnt, questionDoneCnt + questionList.size())
                            .set(AiProductQuestionJob::getUpdatedTime, new Date())
                            .set(AiProductQuestionJob::getState, 1)
                            .eq(AiProductQuestionJob::getId, id));
        }
        AiProductQuestionJob aiProductQuestionJobDone = aiProductQuestionJobMapper.selectById(id);
        if (2 != aiProductQuestionJobDone.getState()){
            agentProducer.sendAddQuestionJob(id);
        }
    }

    /**
     * 解析AI返回的包含问题和答案的JSON字符串
     * @param aiResponse AI返回的原始响应字符串

 src/main/java/cc/mrbird/febs/common/configure/RabbitConfigure.java

@@ -286,4 +286,20 @@
        return BindingBuilder.bind(knowledgeAddQueue()).to(knowledgeAddExchange()).with(RabbitQueueEnum.KNOWLEDGE_ADD_ALI.getRoute());
    }


    @Bean
    public DirectExchange questionAddExchange() {
        return new DirectExchange(RabbitQueueEnum.QUESTION_ADD_ALI.getExchange());
    }

    @Bean
    public Queue questionAddQueue() {
        return new Queue(RabbitQueueEnum.QUESTION_ADD_ALI.getQueue());
    }

    @Bean
    public Binding questionAddBind() {
        return BindingBuilder.bind(questionAddQueue()).to(questionAddExchange()).with(RabbitQueueEnum.QUESTION_ADD_ALI.getRoute());
    }

}

 src/main/java/cc/mrbird/febs/rabbit/constants/QueueConstants.java

@@ -23,4 +23,5 @@
    public static final String CLOTHES_ADD_LIKE = "queue_clothes_add_like";
    public static final String CLOTHES_ADD_COLLECT = "queue_clothes_add_collect";
    public static final String KNOWLEDGE_ADD_ALI = "queue_knowledge_add_ali";
    public static final String QUESTION_ADD_ALI = "queue_question_add_ali";
}

 src/main/java/cc/mrbird/febs/rabbit/consumer/AgentConsumer.java

@@ -1,6 +1,7 @@
package cc.mrbird.febs.rabbit.consumer;

import cc.mrbird.febs.ai.service.AiKnowledgeFileService;
import cc.mrbird.febs.ai.service.AiProductQuestionService;
import cc.mrbird.febs.mall.service.*;
import cc.mrbird.febs.rabbit.constants.QueueConstants;
import cc.mrbird.febs.rabbit.enumerates.RabbitQueueEnum;
@@ -37,6 +38,8 @@
    private HappyActivityService happyActivityService;
    @Autowired
    private AiKnowledgeFileService aiKnowledgeFileService;
    @Autowired
    private AiProductQuestionService aiProductQuestionService;

//    @RabbitListener(queues = QueueConstants.QUEUE_DEFAULT)
//    public void agentReturn(Message message, Channel channel) {
@@ -173,4 +176,14 @@
            log.error("知识库异常", e);
        }
    }

    @RabbitListener(queues = QueueConstants.QUESTION_ADD_ALI)
    public void getAddQuestion(String id) {
        log.info("题目生成:{}", id);
        try {
            aiProductQuestionService.getAddQuestion(id);
        } catch (Exception e) {
            log.error("知识库异常", e);
        }
    }
}

 src/main/java/cc/mrbird/febs/rabbit/enumerates/RabbitQueueEnum.java

@@ -7,6 +7,7 @@
public enum RabbitQueueEnum {


    QUESTION_ADD_ALI("exchange_question_add_ali", "route_key_question_add_ali", QueueConstants.QUESTION_ADD_ALI),
    KNOWLEDGE_ADD_ALI("exchange_knowledge_add_ali", "route_key_knowledge_add_ali", QueueConstants.KNOWLEDGE_ADD_ALI),
    CLOTHES_ADD_COLLECT("exchange_clothes_add_collect", "route_key_clothes_add_collect", QueueConstants.CLOTHES_ADD_COLLECT),
    CLOTHES_ADD_LIKE("exchange_clothes_add_like", "route_key_clothes_add_like", QueueConstants.CLOTHES_ADD_LIKE),

 src/main/java/cc/mrbird/febs/rabbit/producter/AgentProducer.java

@@ -147,4 +147,15 @@
                id,
                correlationData);
    }

    public void sendAddQuestionJob(String id) {
        log.info("题目生成:{}", id);

        CorrelationData correlationData = new CorrelationData(UUID.randomUUID().toString());
        rabbitTemplate.convertAndSend(
                RabbitQueueEnum.KNOWLEDGE_ADD_ALI.getExchange(),
                RabbitQueueEnum.KNOWLEDGE_ADD_ALI.getRoute(),
                id,
                correlationData);
    }
}

 src/main/resources/templates/febs/views/modules/ai/productQuestion/list.html

@@ -52,9 +52,9 @@
<script type="text/html" id="productQuestionToolbar">
    <div class="layui-btn-container">
        <button class="layui-btn layui-btn-sm layui-btn-primary febs-button-green-plain" shiro:hasPermission="productQuestionList:add" lay-event="productQuestionAdd">手动新增</button>
        <button class="layui-btn layui-btn-sm layui-btn-primary febs-button-green-plain" shiro:hasPermission="productQuestionList:add" lay-event="productQuestionAdd">手动新增</button>
        <button class="layui-btn layui-btn-sm layui-btn-primary febs-button-green-plain" shiro:hasPermission="productQuestionList:aiAdd" lay-event="productQuestionStateOpen">状态启用</button>
        <button class="layui-btn layui-btn-sm layui-btn-primary febs-button-green-plain" shiro:hasPermission="productQuestionList:aiAdd" lay-event="productQuestionStateClose">状态禁用</button>
        <button class="layui-btn layui-btn-sm layui-btn-primary febs-button-green-plain" shiro:hasPermission="productQuestionList:aiAdd" lay-event="productQuestionAiAdd">AI新增</button>
        <button class="layui-btn layui-btn-sm layui-btn-primary febs-button-green-plain" shiro:hasPermission="productQuestionList:aiAdd" lay-event="productQuestionStateOpen">启用</button>
        <button class="layui-btn layui-btn-sm layui-btn-primary febs-button-green-plain" shiro:hasPermission="productQuestionList:aiAdd" lay-event="productQuestionStateClose">禁用</button>
    </div>
</script>