refactor(ai): 优化代码结构和更新时间处理

Administrator

1 days ago 8130bed63a505cf718481c0d95d3fcf7b037db96

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

@@ -66,6 +66,8 @@
            throw new FebsException("产品AI陪练不存在");
        }

        String companyId = aiProductRoleLink.getCompanyId();

        Date nowTime = new Date();
        LambdaQueryWrapper<AiMemberTalk> query = Wrappers.lambdaQuery(AiMemberTalk.class);
        query.eq(AiMemberTalk::getMemberId,memberUuid);
@@ -73,7 +75,7 @@
        query.last("limit 1");
        AiMemberTalk aiMemberTalk = aiMemberTalkService.getByQuery(query);
        if (ObjectUtil.isNull(aiMemberTalk)){
            aiMemberTalk = aiMemberTalkService.add(memberUuid,productId,nowTime);
            aiMemberTalk = aiMemberTalkService.add(memberUuid,companyId,productId,nowTime);
        }

        ApiMemberTalkStreamVo apiMemberTalkVo = new ApiMemberTalkStreamVo();
@@ -81,7 +83,7 @@
        AiProductQuestion question = aiProductQuestionService.createQuestion(productId);
        if (ObjectUtil.isNotNull(question)){
            title = question.getTitle();
            AiMemberTalkItem aiMemberTalkItem = aiMemberTalkItemService.add(memberUuid, aiMemberTalk.getId(), 1, title, nowTime);
            AiMemberTalkItem aiMemberTalkItem = aiMemberTalkItemService.add(memberUuid, aiMemberTalk.getId(),companyId, 1, title, nowTime);
            apiMemberTalkVo.setMemberTalkItemId(aiMemberTalkItem.getId());
            aiMemberTalkService.updateTimeUpdate(nowTime,aiMemberTalk.getId());
        }
@@ -119,6 +121,23 @@
    }

    @Override
    public FebsResponse saveMemberAnswer(ApiMemberTalkMemberAnswerSavaDto dto) {
        String memberUuid = LoginUserUtil.getLoginUser().getMemberUuid();
        String memberTalkId = dto.getMemberTalkId();
        String content = dto.getContent();

        AiMemberTalk aiMemberTalk = this.getById(memberTalkId);
        if (ObjectUtil.isNull(aiMemberTalk)){
            throw new FebsException("对话不存在");
        }
        this.updateMemberTalkUpdateTime(aiMemberTalk.getId(), new Date());

        String companyId = aiMemberTalk.getCompanyId();
        aiMemberTalkItemService.add(memberUuid,aiMemberTalk.getId(),companyId,2,content,new Date());
        return new FebsResponse().success();
    }

    @Override
    public Flux<FebsResponse> answer(AiTalkAnswerStreamDto dto) {

        String memberUuid = LoginUserUtil.getLoginUser().getMemberUuid();
@@ -151,13 +170,15 @@
        memberTalkItemQuery.orderByDesc(AiMemberTalkItem::getCreatedTime);
        memberTalkItemQuery.last("limit 1");
        AiMemberTalkItem aiMemberTalkItem = aiMemberTalkItemService.getByQuery(memberTalkItemQuery);
        aiMemberTalkItemService.add(memberUuid,aiMemberTalk.getId(),2,reqContext,new Date());
        String question = aiMemberTalkItem.getContext();

        String prompt = this.buildPrompt(aiProductRole.getPromptHead(), aiProductRole.getPromptTemplate(), type);
        String prompt = this.buildPrompt(question,reqContext,aiProductRole.getPromptHead(), aiProductRole.getPromptTemplate(), type);


        List<LlmStrategyDto> llmStrategyDtoList = new ArrayList<>();
        LlmStrategyDto llmStrategyDto = this.buildLlmStrategyDtoList(prompt, 1);
        llmStrategyDtoList.add(llmStrategyDto);
        llmStrategyDto = this.buildLlmStrategyDtoList(question, 3);
        llmStrategyDtoList.add(llmStrategyDto);
        llmStrategyDto = this.buildLlmStrategyDtoList(reqContext, 2);
        llmStrategyDtoList.add(llmStrategyDto);
@@ -166,10 +187,62 @@
        return llmStrategyFactory.getCalculationStrategyMap().get(modelName).llmInvokeStreamingNoThink(llmStrategyDtoList);
    }

    private String buildPrompt(String promptHead, String promptTemplate,Integer type){
    @Override
    public Flux<FebsResponse> answerV2(AiTalkAnswerStreamDto dto) {


        String memberUuid = LoginUserUtil.getLoginUser().getMemberUuid();
        Integer type = dto.getType();
        String memberTalkId = dto.getId();
        AiMemberTalk aiMemberTalk = this.getById(memberTalkId);
        if (ObjectUtil.isNull(aiMemberTalk)){
            throw new FebsException("对话不存在");
        }

        LambdaQueryWrapper<AiProductRoleLink> productLinkQuery = Wrappers.lambdaQuery(AiProductRoleLink.class);
        productLinkQuery.eq(AiProductRoleLink::getProductId,aiMemberTalk.getProductId());
        productLinkQuery.last("limit 1");
        AiProductRoleLink aiProductRoleLink = aiProductRoleLinkService.getByQuery(productLinkQuery);
        if(ObjectUtil.isNull(aiProductRoleLink)){
            throw new FebsException("产品没有关联AI陪练");
        }

        String productRoleId = aiProductRoleLink.getProductRoleId();
        AiProductRole aiProductRole = aiProductRoleService.getById(productRoleId);
        if (ObjectUtil.isNull(aiProductRole)){
            throw new FebsException("产品AI陪练不存在");
        }
        LambdaQueryWrapper<AiMemberTalkItem> memberTalkItemQuery = Wrappers.lambdaQuery(AiMemberTalkItem.class);
        memberTalkItemQuery.eq(AiMemberTalkItem::getMemberId,memberUuid);
        memberTalkItemQuery.eq(AiMemberTalkItem::getMemberTalkId,memberTalkId);
        memberTalkItemQuery.eq(AiMemberTalkItem::getType,1);
        memberTalkItemQuery.orderByDesc(AiMemberTalkItem::getCreatedTime);
        memberTalkItemQuery.last("limit 1");
        AiMemberTalkItem aiMemberTalkItem = aiMemberTalkItemService.getByQuery(memberTalkItemQuery);

        String question = aiMemberTalkItem.getContext();
        String promptHead = aiProductRole.getPromptHead();
        String answer = dto.getReqContext();

        List<LlmStrategyDto> llmStrategyDtoList = new ArrayList<>();
        LlmStrategyDto llmStrategyDto = this.buildLlmStrategyDtoList(promptHead, 1);
        llmStrategyDtoList.add(llmStrategyDto);
        llmStrategyDto = this.buildLlmStrategyDtoList(question, 3);
        llmStrategyDtoList.add(llmStrategyDto);
        llmStrategyDto = this.buildLlmStrategyDtoList(answer, 2);
        llmStrategyDtoList.add(llmStrategyDto);
        llmStrategyDto = this.buildLlmStrategyDtoList(String.valueOf(type), 4);
        llmStrategyDtoList.add(llmStrategyDto);
        String modelName = LlmStrategyEnum.getName(aiService.getSystemSetAiType());

        return llmStrategyFactory.getCalculationStrategyMap().get(modelName).llmInvokeStreamingNoThink(llmStrategyDtoList);
    }

    private String buildPrompt(String question,String answer,String promptHead, String promptTemplate,Integer type){
        AiPromptJsonReq aiPromptJsonReq = new AiPromptJsonReq();
        aiPromptJsonReq.setTask(promptHead);
        aiPromptJsonReq.setRule(promptTemplate);
//        aiPromptJsonReq.setQuestion( question);
        aiPromptJsonReq.setTask( promptHead);
        aiPromptJsonReq.setRule( promptTemplate);
        String contentByCode = AiTalkOutputEnum.HIGH_LIGHT.getContentByType(type);
        aiPromptJsonReq.setOutputFormat(contentByCode);

@@ -187,6 +260,9 @@
        if (type == 3){
            llmStrategyDto.setRole(Role.ASSISTANT.getValue());
        }
        if (type == 4){
            llmStrategyDto.setRole(Role.TOOL.getValue());
        }
        llmStrategyDto.setContent(Str);

        return llmStrategyDto;
@@ -203,13 +279,17 @@
        if (ObjectUtil.isNull(aiMemberTalk)){
            throw new FebsException("对话不存在");
        }

        this.updateMemberTalkUpdateTime(aiMemberTalk.getId(), new Date());

        String companyId = aiMemberTalk.getCompanyId();
        Integer type = dto.getType();
        String memberTalkItemId;
        String contentByCode = AiTalkOutputEnum.HIGH_LIGHT.getCodeByType(type);
        if(StrUtil.isEmpty(dto.getMemberTalkItemId())){
            HashMap<String, String> stringStringHashMap = new HashMap<>();
            stringStringHashMap.put(contentByCode,content);
            AiMemberTalkItem add = aiMemberTalkItemService.add(memberUuid, memberTalkId, 3, JSONUtil.toJsonStr(stringStringHashMap), new Date());
            AiMemberTalkItem add = aiMemberTalkItemService.add(memberUuid, memberTalkId,companyId, 3, JSONUtil.toJsonStr(stringStringHashMap), new Date());
            memberTalkItemId = add.getId();
        }else{
            memberTalkItemId = dto.getMemberTalkItemId();
@@ -231,4 +311,13 @@
        return new FebsResponse().success().data(stringStringHashMap);
    }

    @Override
    public void updateMemberTalkUpdateTime(String memberTalkId, Date updateTime) {
        aiMemberTalkMapper.update(null,
                Wrappers.lambdaUpdate(AiMemberTalk.class)
                .set(AiMemberTalk::getUpdatedTime,updateTime)
                .eq(AiMemberTalk::getId,memberTalkId)
                );
    }

}