eta_api/services/llm_report.go

package services

import (
	"encoding/json"
	"errors"
	"eta/eta_api/cache"
	"eta/eta_api/models"
	"eta/eta_api/models/rag"
	"eta/eta_api/services/elastic"
	"eta/eta_api/services/llm"
	"eta/eta_api/utils"
	"fmt"
	"golang.org/x/net/html"
	"golang.org/x/net/html/atom"
	"os"
	"regexp"
	"strconv"
	"strings"
	"time"
)

// ReportAddOrModifyKnowledge
// @Description: ETA报告加入/修改到知识库
// @author: Roc
// @datetime 2025-04-07 14:41:45
// @param reportId int
// @param reportChapterId int
func ReportAddOrModifyKnowledge(reportId, reportChapterId int) {
	if reportId <= 0 {
		return
	}
	var err error
	defer func() {
		if err != nil {
			//fmt.Println("ReportAddOrModifyKnowledge error:", err)
			utils.FileLog.Error("ReportAddOrModifyKnowledge error:", err)
		}
	}()

	var title, author, htmlContent string
	var publishTime time.Time

	if reportChapterId > 0 {
		chapterInfo, tmpErr := models.GetReportChapterInfoById(reportChapterId)
		if tmpErr != nil {
			return
		}
		title = chapterInfo.Title
		author = chapterInfo.Author
		publishTime = chapterInfo.PublishTime
		htmlContent = chapterInfo.Content
	} else {
		reportInfo, tmpErr := models.GetReportByReportId(reportId)
		if tmpErr != nil {
			return
		}
		title = reportInfo.Title
		author = reportInfo.Author
		publishTime = reportInfo.PublishTime
		htmlContent = reportInfo.Content
	}

	err = handleReportAddOrModifyKnowledge(reportId, reportChapterId, title, author, htmlContent, publishTime)

	return
}

// ReportAddOrModifyKnowledgeByReportId
// @Description: ETA报告加入/修改到知识库（只传id的情况）
// @author: Roc
// @datetime 2025-04-07 15:41:15
// @param reportId int
func ReportAddOrModifyKnowledgeByReportId(reportId int) {
	if reportId <= 0 {
		return
	}
	errList := make([]string, 0)
	defer func() {
		if len(errList) > 0 {
			utils.FileLog.Error("ReportAddOrModifyKnowledge error，报告ID：%d:%s", reportId, strings.Join(errList, "\n"))
		}
	}()

	reportInfo, err := models.GetReportByReportId(reportId)
	if err != nil {
		errList = append(errList, err.Error())
		return
	}

	// 如果是单篇报告，那么直接处理
	if reportInfo.HasChapter == 0 {
		err = handleReportAddOrModifyKnowledge(reportId, 0, reportInfo.Title, reportInfo.Author, reportInfo.Content, reportInfo.PublishTime)
		if err != nil {
			errList = append(errList, err.Error())
		}
		return
	}

	// 章节类型的报告，需要查询出来后再处理
	chapterInfoList, err := models.GetPublishedChapterListByReportId(reportId)
	if err != nil {
		errList = append(errList, err.Error())
		return
	}
	for _, v := range chapterInfoList {
		err = handleReportAddOrModifyKnowledge(reportId, v.ReportChapterId, v.Title, reportInfo.Author, v.Content, v.PublishTime)
		if err != nil {
			errList = append(errList, fmt.Sprintf("第%d章：%s，异常：\n%s", v.ReportChapterId, v.Title, err.Error()))
			continue
		}
	}

	return
}

// handleReportAddOrModifyKnowledge
// @Description: 处理ETA报告加入/修改到知识库
// @author: Roc
// @datetime 2025-04-07 15:33:38
// @param reportId int
// @param reportChapterId int
// @param title string
// @param author string
// @param htmlContent string
// @param publishTime time.Time
// @return err error
func handleReportAddOrModifyKnowledge(reportId, reportChapterId int, title, author, htmlContent string, publishTime time.Time) (err error) {
	htmlContent = html.UnescapeString(htmlContent)
	doc, err := html.Parse(strings.NewReader(htmlContent))
	if err != nil {
		return
	}
	// 只获取文本内容
	content := &strings.Builder{}
	getArticleContent(content, doc)

	textContent := content.String()
	textContent = regexp.MustCompile(`\n+`).ReplaceAllString(textContent, "\n")
	textContent = strings.Trim(textContent, "\n")

	publishTimeStr := `未知`
	if !publishTime.IsZero() {
		title = fmt.Sprintf("%s(%s)", title, publishTime.Format(utils.FormatMonthDayUnSpace))
		publishTimeStr = publishTime.Format(utils.FormatDateTime)
	}

	textContent = fmt.Sprintf("标题：%s\n发布时间：%s\n%s", title, publishTimeStr, textContent)

	obj := rag.RagEtaReport{}
	item, err := obj.GetByReportAndChapterId(reportId, reportChapterId)
	if err != nil && !utils.IsErrNoRow(err) {
		// 查询异常，且不是没找到数据的报错
		return
	}

	if err == nil {
		// 标记删除了的话，那就不处理了
		if item.IsDeleted == 1 {
			return
		}
		item.Title = title
		item.Author = author
		item.TextContent = textContent
		item.IsPublished = 1
		//item.PublishTime = publishTime
		item.ModifyTime = time.Now()
		//err = item.Update([]string{"title", "author", "text_content", "is_published", "publish_time", "modify_time"})
		err = item.Update([]string{"title", "author", "text_content", "is_published", "modify_time"})
	} else {
		// 无数据的时候，需要新增
		err = nil
		item = &rag.RagEtaReport{
			RagEtaReportId:  0,
			ReportId:        reportId,
			ReportChapterId: reportChapterId,
			Title:           title,
			Author:          author,
			TextContent:     textContent,
			VectorKey:       "",
			IsPublished:     1,
			IsDeleted:       0,
			PublishTime:     publishTime,
			ModifyTime:      time.Now(),
			CreateTime:      time.Now(),
		}
		err = item.Create()
	}

	cache.AddRagEtaReportLlmOpToCache(item.RagEtaReportId)

	return
}

// ReportUnPublishedKnowledge
// @Description: 知识库取消发布
// @author: Roc
// @datetime 2025-04-07 14:58:25
// @param reportId int
// @param reportChapterId int
func ReportUnPublishedKnowledge(reportId, reportChapterId int) {
	if reportId <= 0 && reportChapterId <= 0 {
		return
	}
	var err error
	defer func() {
		if err != nil {
			//fmt.Println("ReportAddOrModifyKnowledge error:", err)
			utils.FileLog.Error("ReportAddOrModifyKnowledge error:", err)
		}
	}()

	obj := rag.RagEtaReport{}
	item, err := obj.GetByReportAndChapterId(reportId, reportChapterId)
	if err != nil && !utils.IsErrNoRow(err) {
		// 查询异常，且不是没找到数据的报错
		return
	}

	if item.RagEtaReportId > 0 {
		item.IsPublished = 0
		item.ModifyTime = time.Now()
		err = item.Update([]string{"is_published", "modify_time"})
	}

	return
}

// ReportUnPublishedKnowledgeByReportId
// @Description: ETA报告取消发布同步到知识库（只传报告id的情况）
// @author: Roc
// @datetime 2025-04-07 15:41:15
// @param reportId int
func ReportUnPublishedKnowledgeByReportId(reportId int) {
	errList := make([]string, 0)
	defer func() {
		if len(errList) > 0 {
			utils.FileLog.Error("ReportUnPublishedKnowledgeByReportId error，报告ID：%d:%s", reportId, strings.Join(errList, "\n"))
		}
	}()

	obj := rag.RagEtaReport{}
	list, err := obj.GetListByCondition(``, ` AND report_id = ? `, []interface{}{reportId}, 0, 1000)
	if err != nil && !utils.IsErrNoRow(err) {
		// 查询异常，且不是没找到数据的报错
		return
	}

	for _, item := range list {
		item.IsPublished = 0
		item.ModifyTime = time.Now()
		err = item.Update([]string{"is_published", "modify_time"})
		if err != nil {
			errList = append(errList, fmt.Sprintf("第%d章：%s，异常：\n%s", item.ReportChapterId, item.Title, err.Error()))
			continue
		}

		// 删除摘要
		err = DelRagEtaReportAbstract([]int{item.RagEtaReportId})
	}

	return
}

func getArticleContent(content *strings.Builder, htmlContentNode *html.Node) {
	if htmlContentNode.Type == html.TextNode {
		cleanData := strings.TrimSpace(htmlContentNode.Data)
		if cleanData != `` && cleanData != "</p>" {
			content.WriteString(cleanData)
		}
	} else if htmlContentNode.Type == html.ElementNode {
		switch htmlContentNode.DataAtom {
		case atom.Ul:
			content.WriteString("\n")
		case atom.Br:
			// 遇到 <br> 标签时添加换行符
			content.WriteString("\n")
		case atom.P:
			content.WriteString("\n")
		}
	}
	for c := htmlContentNode.FirstChild; c != nil; c = c.NextSibling {
		getArticleContent(content, c)
	}
}

// GenerateArticleAbstract
// @Description: 文章摘要生成（默认提示词批量生成）
// @author: Roc
// @datetime 2025-03-10 16:17:53
// @param item *rag.RagEtaReport
func GenerateRagEtaReportAbstract(item *rag.RagEtaReport, forceGenerate bool) {
	var err error
	defer func() {
		if err != nil {
			utils.FileLog.Error("文章转临时文件失败，err:%v", err)
			fmt.Println("文章转临时文件失败，err:", err)
		}
	}()

	// 内容为空，那就不需要生成摘要
	if item.TextContent == `` {
		return
	}

	questionObj := rag.Question{}
	questionList, err := questionObj.GetListByCondition(``, ` AND is_default = 1 `, []interface{}{}, 0, 100)
	if err != nil {
		err = fmt.Errorf("获取问题列表失败，Err:" + err.Error())
		return
	}

	// 没问题就不生成了
	if len(questionList) <= 0 {
		return
	}

	for _, question := range questionList {
		GenerateRagEtaReportAbstractByQuestion(item, question, forceGenerate)
	}

	return
}

// GenerateRagEtaReportAbstractByQuestion
// @Description: 文章摘要生成（根据提示词生成）
// @author: Roc
// @datetime 2025-03-10 16:17:53
// @param item *rag.RagEtaReport
func GenerateRagEtaReportAbstractByQuestion(item *rag.RagEtaReport, question *rag.Question, forceGenerate bool) {
	var err error
	defer func() {
		if err != nil {
			utils.FileLog.Error("文章转临时文件失败，err:%v", err)
			fmt.Println("文章转临时文件失败，err:", err)
		}
	}()

	// 内容为空，那就不需要生成摘要
	if item.TextContent == `` {
		return
	}

	abstractObj := rag.RagEtaReportAbstract{}
	abstractItem, err := abstractObj.GetByRagEtaReportIdAndQuestionId(item.RagEtaReportId, question.QuestionId)
	// 如果找到了，同时不是强制生成，那么就直接处理到知识库中
	if err == nil && !forceGenerate {
		// 摘要已经生成，不需要重复生成，只需要重新加入到向量库中
		ReportAbstractToKnowledge(item, abstractItem, false)

		return
	}

	//你现在是一名资深的期货行业分析师，请基于以下的问题进行汇总总结，如果不能正常总结出来，那么就只需要回复我：sorry
	questionStr := fmt.Sprintf(`%s\n%s`, `你现在是一名资深的期货行业分析师，请基于以下的问题进行汇总总结，如果不能正常总结出来，那么就只需要回复我：sorry。以下是问题：`, question.QuestionContent)
	//开始对话
	abstract, industryTags, _, tmpErr := getAnswerByContent(item.RagEtaReportId, utils.AI_ARTICLE_SOURCE_ETA_REPORT, questionStr)
	if tmpErr != nil {
		err = fmt.Errorf("LLM对话失败，Err:" + tmpErr.Error())
		return
	}

	// 添加问答记录
	//if len(addArticleChatRecordList) > 0 {
	//	recordObj := rag.RagEtaReportChatRecord{}
	//	err = recordObj.CreateInBatches(addArticleChatRecordList)
	//	if err != nil {
	//		return
	//	}
	//}

	if abstract == `` {
		return
	}

	//if abstract == `sorry` || strings.Index(abstract, `根据已知信息无法回答该问题`) == 0 {
	//	item.AbstractStatus = 2
	//	item.ModifyTime = time.Now()
	//	err = item.Update([]string{"AbstractStatus", "ModifyTime"})
	//	return
	//}
	//item.AbstractStatus = 1
	//item.ModifyTime = time.Now()
	//err = item.Update([]string{"AbstractStatus", "ModifyTime"})

	var tagIdJsonStr string
	var tagNameJsonStr string
	// 标签ID
	{
		tagIdList := make([]int, 0)
		tagNameList := make([]string, 0)
		tagIdMap := make(map[int]bool)

		if abstractItem != nil && abstractItem.Tags != `` {
			tmpErr = json.Unmarshal([]byte(abstractItem.Tags), &tagIdList)
			if tmpErr != nil {
				utils.FileLog.Info(fmt.Sprintf("json.Unmarshal 失败，标签数据：%s，Err:%s", abstractItem.Tags, tmpErr.Error()))
			} else {
				for _, tagId := range tagIdList {
					tagIdMap[tagId] = true
				}
			}
			if abstractItem.TagsName != `` {
				tagNameList = strings.Split(abstractItem.TagsName, ",")
			}
		}
		for _, tagName := range industryTags {
			tagId, tmpErr := GetTagIdByName(tagName)
			if tmpErr != nil {
				utils.FileLog.Info(fmt.Sprintf("获取标签ID失败，标签名称：%s，Err:%s", tagName, tmpErr.Error()))
			}
			if _, ok := tagIdMap[tagId]; !ok {
				tagIdList = append(tagIdList, tagId)
				tagNameList = append(tagNameList, tagName)
				tagIdMap[tagId] = true
			}
		}
		//for _, tagName := range varietyTags {
		//	tagId, tmpErr := GetTagIdByName(tagName)
		//	if tmpErr != nil {
		//		utils.FileLog.Info(fmt.Sprintf("获取标签ID失败，标签名称：%s，Err:%s", tagName, tmpErr.Error()))
		//	}
		//	if _, ok := tagIdMap[tagId]; !ok {
		//		tagIdList = append(tagIdList, tagId)
		//		tagIdMap[tagId] = true
		//	}
		//}

		tagIdJsonByte, err := json.Marshal(tagIdList)
		if err != nil {
			utils.FileLog.Info(fmt.Sprintf("标签ID序列化失败，Err:%s", tmpErr.Error()))
		} else {
			tagIdJsonStr = string(tagIdJsonByte)
		}

		tagNameJsonStr = strings.Join(tagNameList, `,`)
	}

	if abstractItem == nil || abstractItem.RagEtaReportAbstractId <= 0 {
		abstractItem = &rag.RagEtaReportAbstract{
			RagEtaReportAbstractId: 0,
			RagEtaReportId:         item.RagEtaReportId,
			Content:                abstract,
			QuestionId:             question.QuestionId,
			QuestionContent:        question.QuestionContent,
			Version:                1,
			Tags:                   tagIdJsonStr,
			TagsName:               tagNameJsonStr,
			VectorKey:              "",
			ModifyTime:             time.Now(),
			CreateTime:             time.Now(),
		}
		err = abstractItem.Create()
	} else {
		// 添加历史记录
		rag.AddArticleAbstractHistoryByRagEtaReportAbstract(abstractItem)

		abstractItem.Content = abstract
		abstractItem.Version++
		abstractItem.ModifyTime = time.Now()
		abstractItem.Tags = tagIdJsonStr
		abstractItem.TagsName = tagNameJsonStr
		abstractItem.QuestionContent = question.QuestionContent
		err = abstractItem.Update([]string{"content", "version", "modify_time", "tags", "tags_name", "question_content"})
	}

	if err != nil {
		return
	}

	// 数据入ES库
	go AddOrEditEsRagEtaReportAbstract(abstractItem.RagEtaReportAbstractId)

	ReportAbstractToKnowledge(item, abstractItem, false)
}

// AddOrEditEsRagEtaReportAbstract
// @Description: 新增/编辑微信文章摘要入ES
// @author: Roc
// @datetime 2025-03-13 14:13:47
// @param articleAbstractId int
func AddOrEditEsRagEtaReportAbstract(ragEtaReportAbstractId int) {
	if utils.EsRagEtaReportAbstractName == `` {
		return
	}

	var err error
	defer func() {
		if err != nil {
			utils.FileLog.Error("添加ETA报告微信信息到ES失败，err:%v", err)
			fmt.Println("添加ETA报告微信信息到ES失败，err:", err)
		}
	}()
	obj := rag.RagEtaReportAbstract{}
	abstractInfo, err := obj.GetById(ragEtaReportAbstractId)
	if err != nil {
		err = fmt.Errorf("获取ETA报告文章信息失败，Err:" + err.Error())
		return
	}
	ragEtaReportObj := rag.RagEtaReport{}
	articleInfo, err := ragEtaReportObj.GetById(abstractInfo.RagEtaReportAbstractId)
	if err != nil {
		err = fmt.Errorf("获取ETA报告文章信息失败，Err:" + err.Error())
		return
	}

	tagIdList := make([]int, 0)
	if abstractInfo.Tags != `` {
		err = json.Unmarshal([]byte(abstractInfo.Tags), &tagIdList)
		if err != nil {
			err = fmt.Errorf("报告标签ID转int失败，Err:" + err.Error())
			utils.FileLog.Info(fmt.Sprintf("json.Unmarshal 报告标签ID转int失败，标签数据：%s，Err:%s", abstractInfo.Tags, err.Error()))
		}
	}

	tagNameList := make([]string, 0)
	if abstractInfo.TagsName != `` {
		tagNameList = strings.Split(abstractInfo.TagsName, ",")
	}

	esItem := elastic.RagEtaReportAbstractItem{
		RagEtaReportAbstractId: abstractInfo.RagEtaReportAbstractId,
		RagEtaReportId:         abstractInfo.RagEtaReportId,
		Abstract:               abstractInfo.Content,
		QuestionId:             abstractInfo.QuestionId,
		Version:                abstractInfo.Version,
		VectorKey:              abstractInfo.VectorKey,
		ModifyTime:             abstractInfo.ModifyTime,
		CreateTime:             abstractInfo.CreateTime,
		Title:                  articleInfo.Title,
		TagIdList:              tagIdList,
		TagNameList:            tagNameList,
	}

	err = elastic.RagEtaReportAbstractEsAddOrEdit(strconv.Itoa(abstractInfo.RagEtaReportAbstractId), esItem)
}

// DelEsRagEtaReportAbstract
// @Description: 删除ES中的ETA报告
// @author: Roc
// @datetime 2025-04-21 11:08:09
// @param articleAbstractId int
func DelEsRagEtaReportAbstract(articleAbstractId int) {
	if utils.EsRagEtaReportAbstractName == `` {
		return
	}

	var err error
	defer func() {
		if err != nil {
			utils.FileLog.Error("删除ES中的ETA报告失败，err:%v", err)
			fmt.Println("删除ES中的ETA报告失败，err:", err)
		}
	}()

	err = elastic.RagEtaReportAbstractEsDel(strconv.Itoa(articleAbstractId))
}

// WechatArticleAbstractToKnowledge
// @Description: 摘要入向量库
// @author: Roc
// @datetime 2025-03-10 16:14:59
// @param wechatArticleItem *rag.RagEtaReport
// @param abstractItem *rag.RagEtaReportAbstract
func ReportAbstractToKnowledge(ragEtaReport *rag.RagEtaReport, abstractItem *rag.RagEtaReportAbstract, isReUpload bool) {
	if abstractItem.Content == `` {
		return
	}
	// 已经生成了，那就不处理了
	if abstractItem.VectorKey != `` && !isReUpload {
		return
	}
	var err error
	defer func() {
		if err != nil {
			utils.FileLog.Error("摘要入向量库失败，err:%v", err)
			fmt.Println("摘要入向量库失败，err:", err)
		}

		// 数据入ES库
		go AddOrEditEsRagEtaReportAbstract(abstractItem.RagEtaReportAbstractId)
	}()

	// 生成临时文件
	//dateDir := time.Now().Format("20060102")
	//uploadDir :=  + "./static/ai/article/" + dateDir
	uploadDir := "./static/ai/abstract"
	err = os.MkdirAll(uploadDir, utils.DIR_MOD)
	if err != nil {
		err = fmt.Errorf("存储目录创建失败,Err:" + err.Error())
		return
	}
	fileName := utils.MD5(fmt.Sprintf("%d_%d", utils.AI_ARTICLE_SOURCE_ETA_REPORT, ragEtaReport.RagEtaReportId)) + `.md`
	tmpFilePath := uploadDir + "/" + fileName
	err = utils.SaveToFile(abstractItem.Content, tmpFilePath)
	if err != nil {
		err = fmt.Errorf("生成临时文件失败，Err:" + err.Error())
		return
	}
	defer func() {
		os.Remove(tmpFilePath)
	}()

	knowledgeArticleName := models.BusinessConfMap[models.PrivateKnowledgeBaseName]
	// 上传临时文件到LLM
	uploadFileResp, err := llm.UploadDocsToKnowledge(tmpFilePath, knowledgeArticleName)
	if err != nil {
		err = fmt.Errorf("上传文章原文到知识库失败，Err:" + err.Error())
		return
	}

	if len(uploadFileResp.FailedFiles) > 0 {
		for _, v := range uploadFileResp.FailedFiles {
			err = fmt.Errorf("上传文章原文到知识库失败，Err:" + v)
		}
	}

	abstractItem.VectorKey = tmpFilePath
	abstractItem.ModifyTime = time.Now()
	err = abstractItem.Update([]string{"vector_key", "modify_time"})

}

// DelRagReportLlmDoc
// @Description: 删除ETA报告的摘要向量库
// @author: Roc
// @datetime 2025-04-23 13:24:51
// @param vectorKeyList []string
// @param abstractIdList []int
// @return err error
func DelRagReportLlmDoc(vectorKeyList []string, abstractIdList []int) (err error) {
	defer func() {
		if err != nil {
			utils.FileLog.Error("删除摘要向量库文件失败，err:%v", err)
			fmt.Println("删除摘要向量库文件失败，err:", err)
		}
	}()

	// 没有就不删除
	if len(vectorKeyList) <= 0 {
		return
	}

	_, err = llm.DelDocsToKnowledge(models.BusinessConfMap[models.PrivateKnowledgeBaseName], vectorKeyList)
	obj := rag.RagEtaReportAbstract{}
	err = obj.DelVectorKey(abstractIdList)

	return
}

// DelRagEtaReportAbstract
// @Description: 删除ETA报告摘要
// @author: Roc
// @datetime 2025-04-23 17:36:22
// @param abstractIdList []int
// @return err error
func DelRagEtaReportAbstract(abstractIdList []int) (err error) {
	vectorKeyList := make([]string, 0)
	newAbstractIdList := make([]int, 0)

	obj := rag.RagEtaReportAbstract{}

	list, err := obj.GetByIdList(abstractIdList)
	if err != nil {
		if !utils.IsErrNoRow(err) {
			err = errors.New("删除向量库失败，Err:" + err.Error())
		} else {
			err = nil
		}
		return
	}
	if len(list) > 0 {
		for _, v := range list {
			// 有加入到向量库，那么就加入到待删除的向量库list中
			if v.VectorKey != `` {
				vectorKeyList = append(vectorKeyList, v.VectorKey)
			}
			newAbstractIdList = append(newAbstractIdList, v.RagEtaReportAbstractId)
		}
	}

	//if !req.IsSelectAll {
	//	list, err := obj.GetByIdList(req.RagEtaReportAbstractIdList)
	//	if err != nil {
	//		br.Msg = "修改失败"
	//		br.ErrMsg = "修改失败，查找问题失败，Err:" + err.Error()
	//		if utils.IsErrNoRow(err) {
	//			br.Msg = "问题不存在"
	//			br.IsSendEmail = false
	//		}
	//		return
	//	}
	//	if len(list) > 0 {
	//		for _, v := range list {
	//			// 有加入到向量库，那么就加入到待删除的向量库list中
	//			if v.VectorKey != `` {
	//				vectorKeyList = append(vectorKeyList, v.VectorKey)
	//			}
	//			wechatArticleAbstractIdList = append(wechatArticleAbstractIdList, v.RagEtaReportAbstractId)
	//		}
	//	}
	//} else {
	//	notIdMap := make(map[int]bool)
	//	for _, v := range req.NotRagEtaReportAbstractIdList {
	//		notIdMap[v] = true
	//	}
	//
	//	_, list, err := getRagEtaReportAbstractList(req.KeyWord, req.TagId, 0, 100000)
	//	if err != nil {
	//		br.Msg = "修改失败"
	//		br.ErrMsg = "修改失败，查找问题失败，Err:" + err.Error()
	//		if utils.IsErrNoRow(err) {
	//			br.Msg = "问题不存在"
	//			br.IsSendEmail = false
	//		}
	//		return
	//	}
	//	if len(list) > 0 {
	//		for _, v := range list {
	//			if notIdMap[v.RagEtaReportAbstractId] {
	//				continue
	//			}
	//			// 有加入到向量库，那么就加入到待删除的向量库list中
	//			if v.VectorKey != `` {
	//				vectorKeyList = append(vectorKeyList, v.VectorKey)
	//			}
	//			wechatArticleAbstractIdList = append(wechatArticleAbstractIdList, v.RagEtaReportAbstractId)
	//		}
	//	}
	//}

	// 删除向量库
	err = DelRagReportLlmDoc(vectorKeyList, newAbstractIdList)
	if err != nil {
		err = errors.New("删除向量库失败，Err:" + err.Error())
		return
	}

	// 删除摘要
	err = obj.DelByIdList(newAbstractIdList)
	if err != nil {
		err = errors.New("删除失败，Err:" + err.Error())
		return
	}

	// 删除es数据
	for _, wechatArticleAbstractId := range newAbstractIdList {
		go DelEsRagEtaReportAbstract(wechatArticleAbstractId)
	}

	return
}