From a46c4d2db30c2f534400a6179cd82f7beb07a29d Mon Sep 17 00:00:00 2001
From: Administrator <15274802129@163.com>
Date: Mon, 18 Aug 2025 09:54:23 +0800
Subject: [PATCH] feat(ai): 优化 AI 陪练问答流程
---
src/main/java/cc/mrbird/febs/ai/service/impl/AiMemberTalkServiceImpl.java | 113 ++++++++++++++++++++++++++++++++++++++++++++++++++++----
1 files changed, 104 insertions(+), 9 deletions(-)
diff --git a/src/main/java/cc/mrbird/febs/ai/service/impl/AiMemberTalkServiceImpl.java b/src/main/java/cc/mrbird/febs/ai/service/impl/AiMemberTalkServiceImpl.java
index 6c88c98..690d80c 100644
--- a/src/main/java/cc/mrbird/febs/ai/service/impl/AiMemberTalkServiceImpl.java
+++ b/src/main/java/cc/mrbird/febs/ai/service/impl/AiMemberTalkServiceImpl.java
@@ -1,11 +1,15 @@
package cc.mrbird.febs.ai.service.impl;
+import cc.mrbird.febs.ai.controller.enumerates.AiTypeEnum;
import cc.mrbird.febs.ai.entity.AiMemberTalk;
import cc.mrbird.febs.ai.entity.AiMemberTalkItem;
import cc.mrbird.febs.ai.entity.AiProductRoleLink;
import cc.mrbird.febs.ai.mapper.AiMemberTalkMapper;
+import cc.mrbird.febs.ai.req.ai.AiMessage;
+import cc.mrbird.febs.ai.req.ai.AiRequest;
import cc.mrbird.febs.ai.req.memberTalk.ApiMemberTalkAnswerDto;
import cc.mrbird.febs.ai.req.memberTalk.ApiMemberTalkDto;
+import cc.mrbird.febs.ai.req.memberTalk.ApiMemberTalkItemPageDto;
import cc.mrbird.febs.ai.res.ai.AiResponse;
import cc.mrbird.febs.ai.res.memberTalk.ApiMemberTalkVo;
import cc.mrbird.febs.ai.service.AiMemberTalkItemService;
@@ -18,14 +22,18 @@
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.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 org.springframework.transaction.annotation.Transactional;
import java.util.Date;
+import java.util.List;
+import java.util.function.Consumer;
/**
* AI用户对话训练记录 Service实现类
@@ -50,6 +58,7 @@
}
@Override
+ @Transactional
public FebsResponse start(ApiMemberTalkDto dto) {
String memberUuid = LoginUserUtil.getLoginUser().getMemberUuid();
@@ -73,7 +82,9 @@
aiMemberTalk = this.add(memberUuid,productId,nowTime);
}
- AiResponse aiResponse = aiService.start(aiProductRoleLink.getProductRoleId(),"<strong>\"生成题目\"</strong>");
+ List<AiMessage> aiMessageDtoList = aiMemberTalkItemService.getQuestionUpDownContext(aiMemberTalk.getId(),AiTypeEnum.QUESTION.getCode());
+
+ AiResponse aiResponse = aiService.start(aiMessageDtoList,AiTypeEnum.QUESTION.getCode(),aiProductRoleLink.getProductRoleId(),AiTypeEnum.QUESTION.getName(), null);
if(aiResponse.getCode().equals("200")){
aiMemberTalkItemService.add(memberUuid,aiMemberTalk.getId(),1,aiResponse.getResContext(),nowTime);
this.updateTimeUpdate(nowTime,aiMemberTalk.getId());
@@ -84,9 +95,77 @@
apiMemberTalkVo.setMemberTalkId(aiMemberTalk.getId());
apiMemberTalkVo.setType(1);
apiMemberTalkVo.setContext(aiResponse.getResContext());
- apiMemberTalkVo.setReport(aiResponse.getReport());
-
return new FebsResponse().success().data(apiMemberTalkVo);
+ }
+
+ @Override
+ public void startStream(ApiMemberTalkDto dto, Consumer<AiResponse> callback) {
+ try {
+ String memberUuid = LoginUserUtil.getLoginUser().getMemberUuid();
+ String productId = dto.getId();
+
+ LambdaQueryWrapper<AiProductRoleLink> productLinkQuery = Wrappers.lambdaQuery(AiProductRoleLink.class);
+ productLinkQuery.eq(AiProductRoleLink::getProductId, productId);
+ productLinkQuery.last("limit 1");
+ AiProductRoleLink aiProductRoleLink = aiProductRoleLinkService.getByQuery(productLinkQuery);
+ if (ObjectUtil.isNull(aiProductRoleLink)) {
+ AiResponse aiResponse = new AiResponse();
+ aiResponse.setCode("500");
+ aiResponse.setDescription("产品AI陪练不存在");
+ callback.accept(aiResponse);
+ return;
+ }
+
+ // 构造AI请求
+ AiRequest aiRequest = new AiRequest();
+ aiRequest.setLinkId(aiProductRoleLink.getProductRoleId());
+ aiRequest.setPromptTemplate(aiProductRoleLink.getProductRoleId());
+ aiRequest.setContent("<strong>\"生成题目\"</strong>");
+
+ // 定义AI服务回调处理
+ Consumer<AiResponse> aiCallback = aiResponse -> {
+ Date nowTime = new Date();
+ LambdaQueryWrapper<AiMemberTalk> query = Wrappers.lambdaQuery(AiMemberTalk.class);
+ query.eq(AiMemberTalk::getMemberId, memberUuid);
+ query.eq(AiMemberTalk::getProductId, productId);
+ query.last("limit 1");
+ AiMemberTalk aiMemberTalk = this.getByQuery(query);
+ if (ObjectUtil.isNull(aiMemberTalk)) {
+ aiMemberTalk = this.add(memberUuid, productId, nowTime);
+ }
+ try {
+ if (aiResponse.getCode().equals("200")) {
+ // 如果是最终结果（包含报告）
+ if (aiResponse.getReport() != null) {
+ // 保存完整响应到数据库
+ aiMemberTalkItemService.add(memberUuid, aiMemberTalk.getId(), 1, aiResponse.getResContext(), nowTime);
+ this.updateTimeUpdate(nowTime, aiMemberTalk.getId());
+
+ callback.accept(aiResponse);
+ } else {
+ // 流式响应片段
+ callback.accept(aiResponse);
+ }
+ } else {
+ callback.accept(aiResponse);
+ }
+ } catch (Exception e) {
+ log.error("处理AI响应异常", e);
+ callback.accept(aiResponse);
+ }
+ };
+
+ // 调用AI服务的流式接口
+ aiService.streamQuestion(aiRequest, aiCallback);
+
+ } catch (Exception e) {
+ log.error("流式调用start方法异常", e);
+
+ AiResponse aiResponse = new AiResponse();
+ aiResponse.setCode("500");
+ aiResponse.setDescription("流式调用start方法异常");
+ callback.accept(aiResponse);
+ }
}
@Override
@@ -104,8 +183,9 @@
}
- public static final String ANSWER_FORMAT = "{}/n[回答]{}/n";
+ public static final String ANSWER_FORMAT = "###题目：{}###用户回答：{}";
@Override
+ @Transactional
public FebsResponse answer(ApiMemberTalkAnswerDto dto) {
String memberUuid = LoginUserUtil.getLoginUser().getMemberUuid();
String memberTalkId = dto.getId();
@@ -135,11 +215,19 @@
String format = StrUtil.format(ANSWER_FORMAT, aiMemberTalkItem.getContext(), reqContext);
log.info("format:{}",format);
- AiResponse aiResponse = aiService.start(aiProductRoleLink.getProductRoleId(), format);
-// AiResponse aiResponse = aiService.start(aiProductRoleLink.getProductRoleId(), reqContext);
+// AiResponse aiResponse = aiService.start(aiProductRoleLink.getProductRoleId(), format);
+
+
+ List<AiMessage> aiMessageDtoList = aiMemberTalkItemService.getQuestionUpDownContext(aiMemberTalk.getId(),AiTypeEnum.ANSWER.getCode());
+ AiResponse aiResponse = aiService.start(aiMessageDtoList,AiTypeEnum.ANSWER.getCode(),aiProductRoleLink.getProductRoleId(), reqContext,aiMemberTalkItem.getContext());
+ String context = null;
if(aiResponse.getCode().equals("200")){
Date nowTime = new Date();
- aiMemberTalkItemService.add(memberUuid,aiMemberTalk.getId(),3,aiResponse.getResContext(),nowTime);
+ context = String.valueOf(JSONUtil.parse(aiResponse.getReport()));
+ if ("null".equals( context)){
+ context = aiResponse.getResContext();
+ }
+ aiMemberTalkItemService.add(memberUuid,aiMemberTalk.getId(),3, context,nowTime);
this.updateTimeUpdate(nowTime,aiMemberTalk.getId());
}else{
throw new FebsException(aiResponse.getDescription());
@@ -147,8 +235,7 @@
ApiMemberTalkVo apiMemberTalkVo = new ApiMemberTalkVo();
apiMemberTalkVo.setMemberTalkId(aiMemberTalk.getId());
apiMemberTalkVo.setType(3);
- apiMemberTalkVo.setContext(aiResponse.getResContext());
- apiMemberTalkVo.setReport(aiResponse.getReport());
+ apiMemberTalkVo.setContext(context);
return new FebsResponse().success().data(apiMemberTalkVo);
}
@Override
@@ -161,4 +248,12 @@
aiMemberTalkMapper.insert(aiMemberTalk);
return aiMemberTalk;
}
+
+ @Override
+ public FebsResponse historyPage(ApiMemberTalkItemPageDto dto) {
+
+ String memberUuid = LoginUserUtil.getLoginUser().getMemberUuid();
+ dto.setMemberUuid(memberUuid);
+ return aiMemberTalkItemService.historyPage(dto);
+ }
}
--
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