Administrator
2025-10-20 898cfb426c97a272a5dbfc912ee00dec5a52f265
src/main/java/cc/mrbird/febs/ai/service/impl/AiMemberTalkStreamServiceImpl.java
@@ -5,12 +5,18 @@
import cc.mrbird.febs.ai.enumerates.AiTypeEnum;
import cc.mrbird.febs.ai.mapper.AiMemberTalkMapper;
import cc.mrbird.febs.ai.req.memberTalk.ApiMemberTalkItemPageDto;
import cc.mrbird.febs.ai.req.memberTalk.ApiTalkMemberListDto;
import cc.mrbird.febs.ai.req.memberTalk.ApiTalkReportListDto;
import cc.mrbird.febs.ai.req.memberTalkStream.*;
import cc.mrbird.febs.ai.req.memberTalk.ApiMemberTalkListDto;
import cc.mrbird.febs.ai.res.memberTalk.ApiMemberTalkMemberAnswerSavaVo;
import cc.mrbird.febs.ai.res.memberTalk.ApiTalkReportListVo;
import cc.mrbird.febs.ai.res.memberTalkStream.ApiMemberTalkReloadStreamVo;
import cc.mrbird.febs.ai.res.memberTalkStream.ApiMemberTalkStreamVo;
import cc.mrbird.febs.ai.res.memberTalk.ApiMemberTalkListVo;
import cc.mrbird.febs.ai.service.*;
import cc.mrbird.febs.ai.strategy.LlmStrategyFactory;
import cc.mrbird.febs.ai.strategy.enumerates.LlmApplicationAppIdEnum;
import cc.mrbird.febs.ai.strategy.enumerates.LlmStrategyEnum;
import cc.mrbird.febs.ai.strategy.param.LlmStrategyDto;
import cc.mrbird.febs.common.entity.FebsResponse;
@@ -30,10 +36,7 @@
import org.springframework.transaction.annotation.Transactional;
import reactor.core.publisher.Flux;
import java.util.ArrayList;
import java.util.Date;
import java.util.HashMap;
import java.util.List;
import java.util.*;
/**
 * AI用户对话训练记录 Service实现类
@@ -55,6 +58,7 @@
    private final AiProductQuestionService aiProductQuestionService;
    private final LlmStrategyFactory llmStrategyFactory;
    private final AiService aiService;
    private final AiCompanyWorkflowService aiCompanyWorkflowService;
    @Override
@@ -81,6 +85,7 @@
        query.eq(AiMemberTalk::getMemberId,memberUuid);
        query.eq(AiMemberTalk::getProductId,productId);
        query.eq(AiMemberTalk::getState,AiTypeEnum.AI_MEMBER_TALK_STATE_ING.getCode());
        query.orderByDesc(AiMemberTalk::getCreatedTime);
        query.last("limit 1");
        AiMemberTalk aiMemberTalk = aiMemberTalkService.getByQuery(query);
        if (ObjectUtil.isNull(aiMemberTalk)){
@@ -103,6 +108,60 @@
        apiMemberTalkVo.setDoneCnt(aiMemberTalk.getDoneCnt() + 1);
        return new FebsResponse().success().data(apiMemberTalkVo);
    }
    @Override
    public FebsResponse talkList(ApiMemberTalkListDto dto) {
        return new FebsResponse().success().data(aiMemberTalkService.getPageByDto(dto));
    }
    @Override
    public FebsResponse talkMemberList(ApiTalkMemberListDto dto) {
        return new FebsResponse().success().data(aiMemberTalkItemService.getPageByDto(dto));
    }
    @Override
    public Flux<FebsResponse> talkReportList(ApiTalkReportListDto dto) {
        String memberTalkId = dto.getMemberTalkId();
        AiMemberTalk byId = aiMemberTalkService.getById(memberTalkId);
        String analysis = byId.getAnalysis();
        if (StrUtil.isEmpty(analysis)) {
            return Flux.just(new FebsResponse().success().data(""));
        }
        // 将分析报告分块,每块100个字符
        return Flux.generate(
            () -> 0, // 初始状态
            (index, sink) -> {
                int endIndex = Math.min(index + 100, analysis.length());
                String chunk = analysis.substring(index, endIndex);
                Map<String, Object> responseData = new HashMap<>();
                responseData.put("chunk", chunk);
                responseData.put("isLast", endIndex >= analysis.length());
                responseData.put("progress", Math.min(100, (endIndex * 100) / analysis.length()));
                sink.next(new FebsResponse().success().data(responseData));
                if (endIndex >= analysis.length()) {
                    sink.complete();
                    return index; // 结束状态
                }
                return endIndex; // 下一次的起始索引
            }
        );
    }
    @Override
    public FebsResponse talkReportListV2(ApiTalkReportListDto dto) {
        String memberTalkId = dto.getMemberTalkId();
        AiMemberTalk byId = aiMemberTalkService.getById(memberTalkId);
        return new FebsResponse().success().data(byId.getAnalysis());
    }
    @Override
    public FebsResponse reload(ApiMemberTalkReloadStreamDto dto) {
@@ -254,24 +313,24 @@
        llmStrategyDtoList.add(llmStrategyDto);
        llmStrategyDto = this.buildLlmStrategyDtoList(answer, 2);
        llmStrategyDtoList.add(llmStrategyDto);
        llmStrategyDto = this.buildLlmStrategyDtoList(String.valueOf(type), 4);
        AiCompanyWorkflow aiCompanyWorkflow = aiCompanyWorkflowService.getByTypeAndCompanyId(type,aiMemberTalk.getCompanyId());
        if (ObjectUtil.isNull(aiCompanyWorkflow)){
            throw new FebsException("工作流配置异常,请联系管理员");
        }
        llmStrategyDto = this.buildLlmStrategyDtoList(aiCompanyWorkflow.getCode(), 4);
        llmStrategyDtoList.add(llmStrategyDto);
        LlmStrategyDto llmStrategyDtoMessage = buildMessages(state, memberTalkId);
        llmStrategyDtoList.add(llmStrategyDtoMessage);
        String modelName = LlmStrategyEnum.getName(aiService.getSystemSetAiType());
        return llmStrategyFactory.getCalculationStrategyMap().get(modelName).llmInvokeStreamingNoThink(llmStrategyDtoList);
    }
    private LlmStrategyDto buildMessages(Integer state, String memberTalkId) {
    private LlmStrategyDto buildMessages(String memberTalkId) {
        LlmStrategyDto message = new LlmStrategyDto();
        if (1!=  state){
            return message;
        }
        LambdaQueryWrapper<AiMemberTalkItem> memberTalkItemQuery = Wrappers.lambdaQuery(AiMemberTalkItem.class);
        memberTalkItemQuery.eq(AiMemberTalkItem::getMemberTalkId,memberTalkId);
        memberTalkItemQuery.in(AiMemberTalkItem::getType,Arrays.asList(1, 2));
        memberTalkItemQuery.orderByAsc(AiMemberTalkItem::getCreatedTime);
        List<AiMemberTalkItem> aiMemberTalkItems = aiMemberTalkItemService.getListByQuery(memberTalkItemQuery);
        if (CollUtil.isEmpty(aiMemberTalkItems)){
@@ -287,14 +346,12 @@
            if (aiMemberTalkItem.getType() == 2){
                llmStrategyDto.setRole(Role.USER.getValue());
            }
            if (aiMemberTalkItem.getType() == 3){
                llmStrategyDto.setRole(Role.ASSISTANT.getValue());
            }
            llmStrategyDto.setContent(aiMemberTalkItem.getContext());
            messages.add(llmStrategyDto);
        }
        message.setRole(AiTypeEnum.MESSAGES.getName());
        message.setContent(AiTypeEnum.MESSAGES.getName());
        message.setMessages(messages);
        return message;
@@ -397,25 +454,70 @@
        this.updateMemberTalkUpdateTime(AiTypeEnum.AI_MEMBER_TALK_STATE_DONE.getCode(), aiMemberTalk.getDoneCnt(),aiMemberTalk.getId(), new Date());
        Integer type = dto.getType();
        String contentByCode = AiTalkOutputEnum.HIGH_LIGHT.getCodeByType(type);
        String analysis = aiMemberTalk.getAnalysis();
        HashMap<String, String> stringStringHashMap = new HashMap<>();
        if(StrUtil.isEmpty(analysis)){
            stringStringHashMap.put(contentByCode,content);
        }else{
            stringStringHashMap = JSONUtil.toBean(analysis, HashMap.class);
            stringStringHashMap.put(contentByCode,content);
        }
//        Integer type = dto.getType();
//        String contentByCode = AiTalkOutputEnum.HIGH_LIGHT.getCodeByType(type);
//        String analysis = aiMemberTalk.getAnalysis();
//        HashMap<String, String> stringStringHashMap = new HashMap<>();
//        if(StrUtil.isEmpty(analysis)){
//            stringStringHashMap.put(contentByCode,content);
//        }else{
//            stringStringHashMap = JSONUtil.toBean(analysis, HashMap.class);
//            stringStringHashMap.put(contentByCode,content);
//        }
        aiMemberTalkMapper.update(
                null,
                Wrappers.lambdaUpdate(AiMemberTalk.class)
                        .set(AiMemberTalk::getAnalysis,JSONUtil.toJsonStr(stringStringHashMap))
                        .set(AiMemberTalk::getAnalysis,content)
                        .eq(AiMemberTalk::getId,aiMemberTalk.getId())
        );
        return new FebsResponse().success();
    }
    @Override
    public Flux<FebsResponse> answerV3(AiTalkAnswerStreamDto dto) {
        String memberUuid = LoginUserUtil.getLoginUser().getMemberUuid();
        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");
        }
        String promptHead = aiProductRole.getPromptHead();
        List<LlmStrategyDto> llmStrategyDtoList = new ArrayList<>();
        LlmStrategyDto llmStrategyDto = this.buildLlmStrategyDtoList(promptHead, 1);
        llmStrategyDtoList.add(llmStrategyDto);
        llmStrategyDto = this.buildLlmStrategyDtoList("请按照要求生成报告", 2);
        llmStrategyDtoList.add(llmStrategyDto);
        AiCompanyWorkflow aiCompanyWorkflow = aiCompanyWorkflowService.getByTypeAndCompanyId(LlmApplicationAppIdEnum.REPORT.getCode(),aiMemberTalk.getCompanyId());
        if (ObjectUtil.isNull(aiCompanyWorkflow)){
            throw new FebsException("工作流配置异常,请联系管理员");
        }
        llmStrategyDto = this.buildLlmStrategyDtoList(aiCompanyWorkflow.getCode(), 4);
        llmStrategyDtoList.add(llmStrategyDto);
        LlmStrategyDto llmStrategyDtoMessage = buildMessages(memberTalkId);
        llmStrategyDtoList.add(llmStrategyDtoMessage);
        String modelName = LlmStrategyEnum.getName(aiService.getSystemSetAiType());
        return llmStrategyFactory.getCalculationStrategyMap().get(modelName).llmInvokeStreamingNoThink(llmStrategyDtoList);
    }
}