feat(rabbit): 添加AI题目生成功能

Administrator

1 days ago d3492864ec22a30e9fcc99b2b174cf6eb9531399

 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