From 8130bed63a505cf718481c0d95d3fcf7b037db96 Mon Sep 17 00:00:00 2001
From: Administrator <15274802129@163.com>
Date: Tue, 16 Sep 2025 15:11:45 +0800
Subject: [PATCH] refactor(ai): 优化代码结构和更新时间处理
---
src/main/java/cc/mrbird/febs/ai/service/impl/ApiMemberTalkStreamServiceImpl.java | 230 +++++++++++++++++++++++++++++++++++++++++++++++++++++++--
1 files changed, 221 insertions(+), 9 deletions(-)
diff --git a/src/main/java/cc/mrbird/febs/ai/service/impl/ApiMemberTalkStreamServiceImpl.java b/src/main/java/cc/mrbird/febs/ai/service/impl/ApiMemberTalkStreamServiceImpl.java
index e620a93..c25e496 100644
--- a/src/main/java/cc/mrbird/febs/ai/service/impl/ApiMemberTalkStreamServiceImpl.java
+++ b/src/main/java/cc/mrbird/febs/ai/service/impl/ApiMemberTalkStreamServiceImpl.java
@@ -1,29 +1,36 @@
package cc.mrbird.febs.ai.service.impl;
-import cc.mrbird.febs.ai.entity.AiMemberTalk;
-import cc.mrbird.febs.ai.entity.AiMemberTalkItem;
-import cc.mrbird.febs.ai.entity.AiProductQuestion;
-import cc.mrbird.febs.ai.entity.AiProductRoleLink;
+import cc.mrbird.febs.ai.entity.*;
+import cc.mrbird.febs.ai.enumerates.AiTalkOutputEnum;
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.memberTalkStream.ApiMemberTalkReloadStreamDto;
-import cc.mrbird.febs.ai.req.memberTalkStream.ApiMemberTalkStreamDto;
+import cc.mrbird.febs.ai.req.memberTalkStream.*;
import cc.mrbird.febs.ai.res.memberTalkStream.ApiMemberTalkReloadStreamVo;
import cc.mrbird.febs.ai.res.memberTalkStream.ApiMemberTalkStreamVo;
import cc.mrbird.febs.ai.service.*;
+import cc.mrbird.febs.ai.strategy.LlmStrategyFactory;
+import cc.mrbird.febs.ai.strategy.enumerates.LlmStrategyEnum;
+import cc.mrbird.febs.ai.strategy.param.LlmStrategyDto;
import cc.mrbird.febs.common.entity.FebsResponse;
import cc.mrbird.febs.common.exception.FebsException;
import cc.mrbird.febs.common.utils.LoginUserUtil;
import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import cn.hutool.json.JSONUtil;
+import com.alibaba.dashscope.common.Role;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import lombok.RequiredArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
+import reactor.core.publisher.Flux;
+import java.util.ArrayList;
import java.util.Date;
+import java.util.HashMap;
+import java.util.List;
/**
* AI用户对话训练记录 Service实现类
@@ -38,9 +45,11 @@
private final AiMemberTalkMapper aiMemberTalkMapper;
private final AiProductRoleLinkService aiProductRoleLinkService;
+ private final AiProductRoleService aiProductRoleService;
private final AiMemberTalkService aiMemberTalkService;
private final AiMemberTalkItemService aiMemberTalkItemService;
private final AiProductQuestionService aiProductQuestionService;
+ private final LlmStrategyFactory llmStrategyFactory;
private final AiService aiService;
@@ -57,6 +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);
@@ -64,17 +75,17 @@
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();
String title = "加载时间过程，请重试！";
AiProductQuestion question = aiProductQuestionService.createQuestion(productId);
if (ObjectUtil.isNotNull(question)){
- AiMemberTalkItem aiMemberTalkItem = aiMemberTalkItemService.add(memberUuid, aiMemberTalk.getId(), 1, title, nowTime);
+ title = question.getTitle();
+ AiMemberTalkItem aiMemberTalkItem = aiMemberTalkItemService.add(memberUuid, aiMemberTalk.getId(),companyId, 1, title, nowTime);
apiMemberTalkVo.setMemberTalkItemId(aiMemberTalkItem.getId());
aiMemberTalkService.updateTimeUpdate(nowTime,aiMemberTalk.getId());
- question.getTitle();
}
apiMemberTalkVo.setMemberTalkId(aiMemberTalk.getId());
apiMemberTalkVo.setType(1);
@@ -108,4 +119,205 @@
dto.setMemberUuid(memberUuid);
return new FebsResponse().success().data(aiMemberTalkItemService.historyPage(dto));
}
+
+ @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();
+ 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");
+ }
+
+ String reqContext = dto.getReqContext();
+ 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 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);
+ String modelName = LlmStrategyEnum.getName(aiService.getSystemSetAiType());
+
+ return llmStrategyFactory.getCalculationStrategyMap().get(modelName).llmInvokeStreamingNoThink(llmStrategyDtoList);
+ }
+
+ @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.setQuestion( question);
+ aiPromptJsonReq.setTask( promptHead);
+ aiPromptJsonReq.setRule( promptTemplate);
+ String contentByCode = AiTalkOutputEnum.HIGH_LIGHT.getContentByType(type);
+ aiPromptJsonReq.setOutputFormat(contentByCode);
+
+ return JSONUtil.toJsonStr(aiPromptJsonReq);
+ }
+
+ private LlmStrategyDto buildLlmStrategyDtoList(String Str, Integer type){
+ LlmStrategyDto llmStrategyDto = new LlmStrategyDto();
+ if (type == 1){
+ llmStrategyDto.setRole(Role.SYSTEM.getValue());
+ }
+ if (type == 2){
+ llmStrategyDto.setRole(Role.USER.getValue());
+ }
+ if (type == 3){
+ llmStrategyDto.setRole(Role.ASSISTANT.getValue());
+ }
+ if (type == 4){
+ llmStrategyDto.setRole(Role.TOOL.getValue());
+ }
+ llmStrategyDto.setContent(Str);
+
+ return llmStrategyDto;
+ }
+
+ @Override
+ public FebsResponse saveAnswer(ApiMemberTalkAnswerSavaDto 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();
+ 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,companyId, 3, JSONUtil.toJsonStr(stringStringHashMap), new Date());
+ memberTalkItemId = add.getId();
+ }else{
+ memberTalkItemId = dto.getMemberTalkItemId();
+ AiMemberTalkItem aiMemberTalkItem = aiMemberTalkItemService.getById(memberTalkItemId);
+ String context = aiMemberTalkItem.getContext();
+ HashMap<String, String> stringStringHashMap = JSONUtil.toBean(context, HashMap.class);
+ stringStringHashMap.put(contentByCode,content);
+ aiMemberTalkItemService.update(null,
+ Wrappers.lambdaUpdate(AiMemberTalkItem.class)
+ .set(AiMemberTalkItem::getContext,JSONUtil.toJsonStr(stringStringHashMap))
+ .set(AiMemberTalkItem::getUpdatedTime,new Date())
+ .set(AiMemberTalkItem::getRevision,aiMemberTalkItem.getRevision()+1)
+ .eq(AiMemberTalkItem::getId,memberTalkItemId)
+ );
+ }
+
+ HashMap<String, String> stringStringHashMap = new HashMap<>();
+ stringStringHashMap.put("memberTalkItemId",memberTalkItemId);
+ 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)
+ );
+ }
+
}
--
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