wechat_platform.go 29 KB

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  1. package services
  2. import (
  3. "bytes"
  4. "eta/eta_api/cache"
  5. "eta/eta_api/models"
  6. "eta/eta_api/models/rag"
  7. "eta/eta_api/services/elastic"
  8. "eta/eta_api/services/llm"
  9. "eta/eta_api/utils"
  10. "eta/eta_api/utils/llm/eta_llm/eta_llm_http"
  11. "fmt"
  12. html2 "golang.org/x/net/html"
  13. "html"
  14. "os"
  15. "path"
  16. "strconv"
  17. "strings"
  18. "time"
  19. )
  20. // AddWechatPlatform
  21. // @Description: 添加新的公众号
  22. // @param item
  23. func AddWechatPlatform(item *rag.WechatPlatform) {
  24. var err error
  25. defer func() {
  26. if err != nil {
  27. utils.FileLog.Error("公众号入库后查找最新记录失败,err:%v", err)
  28. }
  29. }()
  30. if item.FakeId != `` {
  31. return
  32. }
  33. if item.ArticleLink == `` {
  34. return
  35. }
  36. articleLink := item.ArticleLink
  37. articleDetail, err := llm.SearchByWechatArticle(item.ArticleLink)
  38. if err != nil {
  39. return
  40. }
  41. if articleDetail.Appuin == `` {
  42. err = fmt.Errorf("文章内未匹配到公众号唯一标识")
  43. return
  44. }
  45. wechatPlatform := new(rag.WechatPlatform)
  46. // 查找是否存在这个公众号id的
  47. wechatPlatformInfo, tmpErr := wechatPlatform.GetByFakeID(articleDetail.Appuin)
  48. if tmpErr != nil && !utils.IsErrNoRow(tmpErr) {
  49. err = tmpErr
  50. return
  51. }
  52. if tmpErr == nil {
  53. // 如果找到了,那么需要将当前的给移除掉
  54. err = item.Del()
  55. if err != nil {
  56. return
  57. }
  58. // 并将查出来的微信公众号摘出来的数据重新赋值
  59. item = wechatPlatformInfo
  60. } else if utils.IsErrNoRow(tmpErr) {
  61. // 如果没找到,那么就变更当前的信息
  62. item.FakeId = articleDetail.Appuin
  63. item.Nickname = articleDetail.Nickname
  64. //item.Alias = req.Alias
  65. item.RoundHeadImg = articleDetail.RoundHeadImg
  66. //item.ServiceType = req.ServiceType
  67. item.Signature = articleDetail.ProfileSignature
  68. //item.Verified = verified
  69. item.ModifyTime = time.Now()
  70. err = item.Update([]string{rag.WechatPlatformColumns.FakeID, rag.WechatPlatformColumns.Nickname, rag.WechatPlatformColumns.RoundHeadImg, rag.WechatPlatformColumns.Signature, rag.WechatPlatformColumns.ModifyTime})
  71. if err != nil {
  72. return
  73. }
  74. // 修改公众号头像
  75. go replaceWechatPlatformPic(item)
  76. }
  77. // 把刚搜索的文章加入到文章库中
  78. AddWechatArticle(item, articleLink, articleDetail, nil)
  79. BeachAddWechatArticle(item, 10)
  80. fmt.Println("公众号入库完成")
  81. return
  82. }
  83. // AddWechatArticle
  84. // @Description: 添加公众号文章入库
  85. // @author: Roc
  86. // @datetime 2025-03-05 13:24:14
  87. // @param item *rag.WechatPlatform
  88. // @param link string
  89. // @param articleDetail WechatArticleDataResp
  90. func AddWechatArticle(item *rag.WechatPlatform, articleLink string, articleDetail llm.WechatArticleDataResp, articleMenu *llm.ArticleMenu) {
  91. var err error
  92. defer func() {
  93. if err != nil {
  94. utils.FileLog.Error("公众号文章入库失败,文章链接:%s ,err:%v", articleLink, err)
  95. }
  96. }()
  97. obj := new(rag.WechatArticle)
  98. _, err = obj.GetByLink(articleLink)
  99. if err == nil {
  100. // 文章已经入库了,不需要重复入库
  101. return
  102. }
  103. // 如果不是 ErrNoRow 的时候,那么就是查询数据库出问题了,需要直接返回
  104. if !utils.IsErrNoRow(err) {
  105. return
  106. }
  107. // 这个时候,说明数据库中没有这个文章,那么需要文章入库
  108. err = nil
  109. var publishAt time.Time
  110. if articleDetail.CreateAt != `` {
  111. createAtInt, tmpErr := strconv.Atoi(articleDetail.CreateAt)
  112. if tmpErr == nil {
  113. publishAt = time.Unix(int64(createAtInt), 1000)
  114. }
  115. } else if articleMenu != nil {
  116. publishAt = time.Unix(int64(articleMenu.UpdateTime), 1000)
  117. }
  118. content := articleDetail.HtmlContent
  119. // 图片下载下来到本地,如果成功了,那么就用新的
  120. tmpContent, err := ReplaceHtmlImg(content)
  121. if tmpContent != `` {
  122. content = tmpContent
  123. }
  124. obj = &rag.WechatArticle{
  125. WechatArticleId: 0,
  126. WechatPlatformId: item.WechatPlatformId,
  127. FakeId: item.FakeId,
  128. Title: articleDetail.Title,
  129. Link: articleLink,
  130. CoverUrl: articleDetail.CoverUrl,
  131. Description: articleDetail.Desc,
  132. Content: html.EscapeString(content),
  133. TextContent: articleDetail.TextContent,
  134. Country: articleDetail.CountryName,
  135. Province: articleDetail.ProvinceName,
  136. City: articleDetail.CityName,
  137. //Abstract: "",
  138. //ArticleCreateTime: createAt,
  139. ModifyTime: time.Now(),
  140. CreateTime: time.Now(),
  141. }
  142. if !publishAt.IsZero() {
  143. obj.ArticleCreateTime = publishAt
  144. }
  145. if articleMenu != nil {
  146. obj.Title = articleMenu.Title
  147. //obj.Link = articleMenu.Link
  148. obj.CoverUrl = articleMenu.Cover
  149. obj.Description = articleMenu.Digest
  150. }
  151. err = obj.Create()
  152. // 修改文章封面图
  153. go replaceWechatArticleCoverPic(obj)
  154. // 文章入库成功后,需要将相关信息入摘要库
  155. go cache.AddWechatArticleLlmOpToCache(obj.WechatArticleId, ``)
  156. }
  157. // BeachAddWechatArticle
  158. // @Description: 批量添加公众号文章
  159. // @param item
  160. // @param num
  161. // @return err
  162. func BeachAddWechatArticle(item *rag.WechatPlatform, num int) {
  163. var err error
  164. defer func() {
  165. //fmt.Println("公众号文章批量入库完成")
  166. if err != nil {
  167. utils.FileLog.Error("公众号文章批量入库失败,err:%v", err)
  168. fmt.Println("公众号文章批量入库失败,err:", err)
  169. }
  170. }()
  171. if item.FakeId == `` {
  172. return
  173. }
  174. wechatArticleObj := new(rag.WechatArticle)
  175. // 获取公众号的文章列表
  176. articleListResp, err := llm.SearchByWechatArticleList(item.FakeId, num)
  177. if err != nil {
  178. return
  179. }
  180. for _, articleMenu := range articleListResp.List {
  181. // 判断文章是否已经入库,如果已经入库了,那么就过滤,不去重复查询微信了
  182. _, err = wechatArticleObj.GetByLink(articleMenu.Link)
  183. if err == nil {
  184. // 文章已经入库了,不需要重复入库
  185. continue
  186. }
  187. if !utils.IsErrNoRow(err) {
  188. return
  189. }
  190. err = nil
  191. articleDetail, tmpErr := llm.SearchByWechatArticle(articleMenu.Link)
  192. if tmpErr != nil {
  193. err = tmpErr
  194. return
  195. }
  196. // 把刚搜索的文章加入到指标库
  197. AddWechatArticle(item, articleMenu.Link, articleDetail, &articleMenu)
  198. //time.Sleep(10 * time.Second)
  199. // 随机休眠,至少大于10s
  200. sleepTimeInt := utils.GetRandInt(10, 20)
  201. if sleepTimeInt < 10 {
  202. sleepTimeInt = 10
  203. }
  204. time.Sleep(time.Duration(sleepTimeInt) * time.Second)
  205. }
  206. return
  207. }
  208. // GenerateArticleAbstract
  209. // @Description: 文章摘要生成
  210. // @author: Roc
  211. // @datetime 2025-03-10 16:17:53
  212. // @param item *rag.WechatArticle
  213. func GenerateArticleAbstract(item *rag.WechatArticle) {
  214. var err error
  215. defer func() {
  216. if err != nil {
  217. utils.FileLog.Error("文章转临时文件失败,err:%v", err)
  218. fmt.Println("文章转临时文件失败,err:", err)
  219. }
  220. }()
  221. // 内容为空,那就不需要生成摘要
  222. if item.TextContent == `` {
  223. return
  224. }
  225. abstractObj := rag.WechatArticleAbstract{}
  226. tmpAbstractItem, err := abstractObj.GetByWechatArticleId(item.WechatArticleId)
  227. if err == nil {
  228. // 摘要已经生成,不需要重复生成
  229. AbstractToKnowledge(item, tmpAbstractItem, false)
  230. return
  231. }
  232. if !utils.IsErrNoRow(err) {
  233. return
  234. }
  235. // 生成临时文件
  236. dateDir := time.Now().Format("20060102")
  237. uploadDir := utils.STATIC_DIR + "ai/" + dateDir
  238. err = os.MkdirAll(uploadDir, utils.DIR_MOD)
  239. if err != nil {
  240. err = fmt.Errorf("存储目录创建失败,Err:" + err.Error())
  241. return
  242. }
  243. randStr := utils.GetRandStringNoSpecialChar(28)
  244. fileName := randStr + `.md`
  245. tmpFilePath := uploadDir + "/" + fileName
  246. err = utils.SaveToFile(item.TextContent, tmpFilePath)
  247. if err != nil {
  248. err = fmt.Errorf("生成临时文件失败,Err:" + err.Error())
  249. return
  250. }
  251. defer func() {
  252. os.Remove(tmpFilePath)
  253. }()
  254. // 上传临时文件到LLM
  255. tmpFileResp, err := llm.UploadTempDocs(tmpFilePath)
  256. if err != nil {
  257. err = fmt.Errorf("上传临时文件到LLM失败,Err:" + err.Error())
  258. return
  259. }
  260. if tmpFileResp.Data.Id == `` {
  261. err = fmt.Errorf("上传临时文件到LLM失败,Err:上传失败")
  262. return
  263. }
  264. tmpDocId := tmpFileResp.Data.Id
  265. //tmpDocId := `c4d2ee902808408c8b8ed398b33be103` // 钢材
  266. //tmpDocId := `2dde8afe62d24525a814e74e0a5e35e4` // 钢材
  267. //tmpDocId := `7634cc1086c04b3687682220a2cf1a48` //
  268. //开始对话
  269. abstract, addArticleChatRecordList, tmpErr := getAnswerByContent(item.WechatArticleId, tmpDocId)
  270. if tmpErr != nil {
  271. err = fmt.Errorf("LLM对话失败,Err:" + tmpErr.Error())
  272. return
  273. }
  274. // 添加问答记录
  275. if len(addArticleChatRecordList) > 0 {
  276. recordObj := rag.WechatArticleChatRecord{}
  277. err = recordObj.CreateInBatches(addArticleChatRecordList)
  278. if err != nil {
  279. return
  280. }
  281. }
  282. if abstract != `` {
  283. if abstract == `sorry` || strings.Index(abstract, `根据已知信息无法回答该问题`) == 0 {
  284. item.AbstractStatus = 2
  285. item.ModifyTime = time.Now()
  286. err = item.Update([]string{"AbstractStatus", "ModifyTime"})
  287. return
  288. }
  289. item.AbstractStatus = 1
  290. item.ModifyTime = time.Now()
  291. err = item.Update([]string{"AbstractStatus", "ModifyTime"})
  292. abstractItem := &rag.WechatArticleAbstract{
  293. WechatArticleAbstractId: 0,
  294. WechatArticleId: item.WechatArticleId,
  295. Content: abstract,
  296. Version: 0,
  297. VectorKey: "",
  298. ModifyTime: time.Now(),
  299. CreateTime: time.Now(),
  300. }
  301. err = abstractItem.Create()
  302. if err != nil {
  303. return
  304. }
  305. // 数据入ES库
  306. go AddOrEditEsWechatArticleAbstract(abstractItem.WechatArticleAbstractId)
  307. AbstractToKnowledge(item, abstractItem, false)
  308. }
  309. }
  310. // ReGenerateArticleAbstract
  311. // @Description: 文章摘要重新生成
  312. // @author: Roc
  313. // @datetime 2025-03-10 16:17:53
  314. // @param item *rag.WechatArticle
  315. func ReGenerateArticleAbstract(item *rag.WechatArticle) {
  316. var err error
  317. defer func() {
  318. if err != nil {
  319. utils.FileLog.Error("文章转临时文件失败,err:%v", err)
  320. fmt.Println("文章转临时文件失败,err:", err)
  321. }
  322. }()
  323. abstractObj := rag.WechatArticleAbstract{}
  324. abstractItem, err := abstractObj.GetByWechatArticleId(item.WechatArticleId)
  325. if err != nil {
  326. if utils.IsErrNoRow(err) {
  327. // 直接生成
  328. GenerateArticleAbstract(item)
  329. return
  330. }
  331. // 异常了
  332. return
  333. }
  334. // 生成临时文件
  335. dateDir := time.Now().Format("20060102")
  336. uploadDir := utils.STATIC_DIR + "ai/" + dateDir
  337. err = os.MkdirAll(uploadDir, utils.DIR_MOD)
  338. if err != nil {
  339. err = fmt.Errorf("存储目录创建失败,Err:" + err.Error())
  340. return
  341. }
  342. randStr := utils.GetRandStringNoSpecialChar(28)
  343. fileName := randStr + `.md`
  344. tmpFilePath := uploadDir + "/" + fileName
  345. err = utils.SaveToFile(item.TextContent, tmpFilePath)
  346. if err != nil {
  347. err = fmt.Errorf("生成临时文件失败,Err:" + err.Error())
  348. return
  349. }
  350. defer func() {
  351. os.Remove(tmpFilePath)
  352. }()
  353. // 上传临时文件到LLM
  354. tmpFileResp, err := llm.UploadTempDocs(tmpFilePath)
  355. if err != nil {
  356. err = fmt.Errorf("上传临时文件到LLM失败,Err:" + err.Error())
  357. return
  358. }
  359. if tmpFileResp.Data.Id == `` {
  360. err = fmt.Errorf("上传临时文件到LLM失败,Err:上传失败")
  361. return
  362. }
  363. tmpDocId := tmpFileResp.Data.Id
  364. //tmpDocId := `c4d2ee902808408c8b8ed398b33be103` // 钢材
  365. //tmpDocId := `2dde8afe62d24525a814e74e0a5e35e4` // 钢材
  366. //tmpDocId := `7634cc1086c04b3687682220a2cf1a48` //
  367. //开始对话
  368. abstract, addArticleChatRecordList, tmpErr := getAnswerByContent(item.WechatArticleId, tmpDocId)
  369. if tmpErr != nil {
  370. err = fmt.Errorf("LLM对话失败,Err:" + tmpErr.Error())
  371. return
  372. }
  373. // 添加问答记录
  374. if len(addArticleChatRecordList) > 0 {
  375. recordObj := rag.WechatArticleChatRecord{}
  376. err = recordObj.CreateInBatches(addArticleChatRecordList)
  377. if err != nil {
  378. return
  379. }
  380. }
  381. if abstract != `` {
  382. if abstract == `sorry` || strings.Index(abstract, `根据已知信息无法回答该问题`) == 0 {
  383. item.AbstractStatus = 2
  384. item.ModifyTime = time.Now()
  385. err = item.Update([]string{"AbstractStatus", "ModifyTime"})
  386. return
  387. }
  388. item.AbstractStatus = 1
  389. item.ModifyTime = time.Now()
  390. err = item.Update([]string{"AbstractStatus", "ModifyTime"})
  391. abstractItem.Content = abstract
  392. abstractItem.Version = abstractObj.Version + 1
  393. abstractItem.ModifyTime = time.Now()
  394. err = abstractItem.Update([]string{"content", "version", "modify_time"})
  395. if err != nil {
  396. return
  397. }
  398. AbstractToKnowledge(item, abstractItem, true)
  399. }
  400. }
  401. // DelDoc
  402. // @Description: 删除摘要向量库
  403. // @author: Roc
  404. // @datetime 2025-03-12 16:55:05
  405. // @param wechatArticleAbstractList []*rag.WechatArticleAbstract
  406. // @return err error
  407. func DelDoc(wechatArticleAbstractList []*rag.WechatArticleAbstract) (err error) {
  408. defer func() {
  409. if err != nil {
  410. utils.FileLog.Error("删除摘要向量库文件失败,err:%v", err)
  411. fmt.Println("删除摘要向量库文件失败,err:", err)
  412. }
  413. }()
  414. vectorKeyList := make([]string, 0)
  415. wechatArticleAbstractIdList := make([]int, 0)
  416. for _, v := range wechatArticleAbstractList {
  417. if v.VectorKey == `` {
  418. continue
  419. }
  420. vectorKeyList = append(vectorKeyList, v.VectorKey)
  421. wechatArticleAbstractIdList = append(wechatArticleAbstractIdList, v.WechatArticleAbstractId)
  422. }
  423. // 没有就不删除
  424. if len(vectorKeyList) <= 0 {
  425. return
  426. }
  427. _, err = llm.DelDocsToKnowledge(models.BusinessConfMap[models.KnowledgeBaseName], vectorKeyList)
  428. if err != nil {
  429. err = fmt.Errorf("删除LLM摘要向量库文件失败,Err:" + err.Error())
  430. return
  431. }
  432. //fmt.Println(resp)
  433. obj := rag.WechatArticleAbstract{}
  434. err = obj.DelVectorKey(wechatArticleAbstractIdList)
  435. return
  436. }
  437. // DelLlmDoc
  438. // @Description: 删除摘要向量库
  439. // @author: Roc
  440. // @datetime 2025-03-12 16:55:05
  441. // @param wechatArticleAbstractList []*rag.WechatArticleAbstract
  442. // @return err error
  443. func DelLlmDoc(vectorKeyList []string, wechatArticleAbstractIdList []int) (err error) {
  444. defer func() {
  445. if err != nil {
  446. utils.FileLog.Error("删除摘要向量库文件失败,err:%v", err)
  447. fmt.Println("删除摘要向量库文件失败,err:", err)
  448. }
  449. }()
  450. // 没有就不删除
  451. if len(vectorKeyList) <= 0 {
  452. return
  453. }
  454. _, err = llm.DelDocsToKnowledge(models.BusinessConfMap[models.KnowledgeBaseName], vectorKeyList)
  455. if err != nil {
  456. err = fmt.Errorf("删除LLM摘要向量库文件失败,Err:" + err.Error())
  457. return
  458. }
  459. //fmt.Println(resp)
  460. obj := rag.WechatArticleAbstract{}
  461. err = obj.DelVectorKey(wechatArticleAbstractIdList)
  462. return
  463. }
  464. func getAnswerByContent(wechatArticleId int, docId string) (answer string, addArticleChatRecordList []*rag.WechatArticleChatRecord, err error) {
  465. historyList := make([]eta_llm_http.HistoryContent, 0)
  466. addArticleChatRecordList = make([]*rag.WechatArticleChatRecord, 0)
  467. questionObj := rag.Question{}
  468. questionList, err := questionObj.GetListByCondition(``, []interface{}{}, 0, 100)
  469. if err != nil {
  470. err = fmt.Errorf("获取问题列表失败,Err:" + err.Error())
  471. return
  472. }
  473. // 没问题就不生成了
  474. if len(questionList) <= 0 {
  475. return
  476. }
  477. //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
  478. questionStrList := []string{`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:`}
  479. for _, v := range questionList {
  480. questionStrList = append(questionStrList, v.QuestionContent)
  481. }
  482. questionStr := strings.Join(questionStrList, "\n")
  483. originalAnswer, result, err := llm.ChatByFile(docId, questionStr, historyList)
  484. fmt.Println(result)
  485. if err != nil {
  486. err = fmt.Errorf("LLM对话失败,Err:" + err.Error())
  487. return
  488. }
  489. // 提取 </think> 后面的内容
  490. thinkEndIndex := strings.Index(result.Answer, "</think>")
  491. if thinkEndIndex != -1 {
  492. answer = strings.TrimSpace(result.Answer[thinkEndIndex+len("</think>"):])
  493. } else {
  494. answer = result.Answer
  495. }
  496. answer = strings.TrimSpace(answer)
  497. // 待入库的数据
  498. addArticleChatRecordList = append(addArticleChatRecordList, &rag.WechatArticleChatRecord{
  499. WechatArticleChatRecordId: 0,
  500. WechatArticleId: wechatArticleId,
  501. ChatUserType: "user",
  502. Content: questionStr,
  503. SendTime: time.Now(),
  504. CreatedTime: time.Now(),
  505. UpdateTime: time.Now(),
  506. }, &rag.WechatArticleChatRecord{
  507. WechatArticleChatRecordId: 0,
  508. WechatArticleId: wechatArticleId,
  509. ChatUserType: "assistant",
  510. Content: originalAnswer,
  511. SendTime: time.Now(),
  512. CreatedTime: time.Now(),
  513. UpdateTime: time.Now(),
  514. })
  515. return
  516. }
  517. // ArticleToKnowledge
  518. // @Description: 原文入向量库
  519. // @author: Roc
  520. // @datetime 2025-03-10 16:13:16
  521. // @param item *rag.WechatArticle
  522. func ArticleToKnowledge(item *rag.WechatArticle) {
  523. if item.TextContent == `` {
  524. return
  525. }
  526. var err error
  527. defer func() {
  528. if err != nil {
  529. utils.FileLog.Error("上传文章原文到知识库失败,err:%v", err)
  530. fmt.Println("上传文章原文到知识库失败,err:", err)
  531. }
  532. }()
  533. // 生成临时文件
  534. //dateDir := time.Now().Format("20060102")
  535. //uploadDir := utils.STATIC_DIR + "ai/article/" + dateDir
  536. uploadDir := utils.STATIC_DIR + "ai/article"
  537. err = os.MkdirAll(uploadDir, utils.DIR_MOD)
  538. if err != nil {
  539. err = fmt.Errorf("存储目录创建失败,Err:" + err.Error())
  540. return
  541. }
  542. fileName := utils.RemoveSpecialChars(item.Title) + `.md`
  543. tmpFilePath := uploadDir + "/" + fileName
  544. err = utils.SaveToFile(item.TextContent, tmpFilePath)
  545. if err != nil {
  546. err = fmt.Errorf("生成临时文件失败,Err:" + err.Error())
  547. return
  548. }
  549. defer func() {
  550. os.Remove(tmpFilePath)
  551. }()
  552. knowledgeArticleName := models.BusinessConfMap[models.KnowledgeArticleName]
  553. // 上传临时文件到LLM
  554. uploadFileResp, err := llm.UploadDocsToKnowledge(tmpFilePath, knowledgeArticleName)
  555. if err != nil {
  556. err = fmt.Errorf("上传文章原文到知识库失败,Err:" + err.Error())
  557. return
  558. }
  559. if len(uploadFileResp.FailedFiles) > 0 {
  560. for _, v := range uploadFileResp.FailedFiles {
  561. err = fmt.Errorf("上传文章原文到知识库失败,Err:" + v)
  562. }
  563. }
  564. item.VectorKey = tmpFilePath
  565. item.ModifyTime = time.Now()
  566. err = item.Update([]string{"vector_key", "modify_time"})
  567. }
  568. // AbstractToKnowledge
  569. // @Description: 摘要入向量库
  570. // @author: Roc
  571. // @datetime 2025-03-10 16:14:59
  572. // @param wechatArticleItem *rag.WechatArticle
  573. // @param abstractItem *rag.WechatArticleAbstract
  574. func AbstractToKnowledge(wechatArticleItem *rag.WechatArticle, abstractItem *rag.WechatArticleAbstract, isReUpload bool) {
  575. if abstractItem.Content == `` {
  576. return
  577. }
  578. // 已经生成了,那就不处理了
  579. if abstractItem.VectorKey != `` && !isReUpload {
  580. return
  581. }
  582. var err error
  583. defer func() {
  584. if err != nil {
  585. utils.FileLog.Error("摘要入向量库失败,err:%v", err)
  586. fmt.Println("摘要入向量库失败,err:", err)
  587. }
  588. // 数据入ES库
  589. go AddOrEditEsWechatArticleAbstract(abstractItem.WechatArticleAbstractId)
  590. }()
  591. // 生成临时文件
  592. //dateDir := time.Now().Format("20060102")
  593. //uploadDir := utils.STATIC_DIR + "ai/article/" + dateDir
  594. uploadDir := utils.STATIC_DIR + "ai/abstract"
  595. err = os.MkdirAll(uploadDir, utils.DIR_MOD)
  596. if err != nil {
  597. err = fmt.Errorf("存储目录创建失败,Err:" + err.Error())
  598. return
  599. }
  600. fileName := utils.RemoveSpecialChars(wechatArticleItem.Title) + `.md`
  601. tmpFilePath := uploadDir + "/" + fileName
  602. err = utils.SaveToFile(abstractItem.Content, tmpFilePath)
  603. if err != nil {
  604. err = fmt.Errorf("生成临时文件失败,Err:" + err.Error())
  605. return
  606. }
  607. defer func() {
  608. os.Remove(tmpFilePath)
  609. }()
  610. knowledgeArticleName := models.BusinessConfMap[models.KnowledgeBaseName]
  611. // 上传临时文件到LLM
  612. uploadFileResp, err := llm.UploadDocsToKnowledge(tmpFilePath, knowledgeArticleName)
  613. if err != nil {
  614. err = fmt.Errorf("上传文章原文到知识库失败,Err:" + err.Error())
  615. return
  616. }
  617. if len(uploadFileResp.FailedFiles) > 0 {
  618. for _, v := range uploadFileResp.FailedFiles {
  619. err = fmt.Errorf("上传文章原文到知识库失败,Err:" + v)
  620. }
  621. }
  622. abstractItem.VectorKey = tmpFilePath
  623. abstractItem.ModifyTime = time.Now()
  624. err = abstractItem.Update([]string{"vector_key", "modify_time"})
  625. }
  626. // replaceWechatPlatformPic
  627. // @Description: 替换公众号头像
  628. // @author: Roc
  629. // @datetime 2025-03-11 09:38:24
  630. // @param item *rag.WechatPlatform
  631. func replaceWechatPlatformPic(item *rag.WechatPlatform) {
  632. var err error
  633. defer func() {
  634. if err != nil {
  635. utils.FileLog.Error("替换公众号头像失败,err:%v", err)
  636. fmt.Println("替换公众号头像失败,err:", err)
  637. }
  638. }()
  639. if item.RoundHeadImg == `` {
  640. return
  641. }
  642. resourceUrl, err := downloadWxPicAndUploadToOss(item.RoundHeadImg, `head_img`)
  643. if err != nil {
  644. return
  645. }
  646. item.RoundHeadImg = resourceUrl
  647. err = item.Update([]string{"round_head_img"})
  648. }
  649. // replaceWechatArticleCoverPic
  650. // @Description: 替换文章封面图
  651. // @author: Roc
  652. // @datetime 2025-03-11 09:38:35
  653. // @param item *rag.WechatArticle
  654. func replaceWechatArticleCoverPic(item *rag.WechatArticle) {
  655. var err error
  656. defer func() {
  657. if err != nil {
  658. utils.FileLog.Error("替换公众号头像失败,err:%v", err)
  659. fmt.Println("替换公众号头像失败,err:", err)
  660. }
  661. // 数据入ES库
  662. AddOrEditEsWechatArticle(item.WechatArticleId)
  663. }()
  664. if item.CoverUrl == `` {
  665. return
  666. }
  667. resourceUrl, err := downloadWxPicAndUploadToOss(item.CoverUrl, `cover_url`)
  668. if err != nil {
  669. return
  670. }
  671. item.CoverUrl = resourceUrl
  672. err = item.Update([]string{"cover_url"})
  673. }
  674. // replaceWechatArticlePic
  675. // @Description: 替换文章内容图
  676. // @author: Roc
  677. // @datetime 2025-03-11 09:38:35
  678. // @param item *rag.WechatArticle
  679. func ReplaceWechatArticlePic(item *rag.WechatArticle) {
  680. var err error
  681. defer func() {
  682. if err != nil {
  683. utils.FileLog.Error("替换公众号头像失败,err:%v", err)
  684. fmt.Println("替换公众号头像失败,err:", err)
  685. }
  686. }()
  687. if item.Content == `` {
  688. return
  689. }
  690. content, err := ReplaceHtmlImg(html.UnescapeString(item.Content))
  691. if err != nil {
  692. return
  693. }
  694. item.Content = html.EscapeString(content)
  695. err = item.Update([]string{"content"})
  696. return
  697. }
  698. // downloadWxPicAndUploadToOss
  699. // @Description: 下载微信图片并上传到OSS
  700. // @author: Roc
  701. // @datetime 2025-03-11 09:28:49
  702. // @param wxPicUrl string
  703. // @return resourceUrl string
  704. // @return err error
  705. func downloadWxPicAndUploadToOss(wxPicUrl, source string) (resourceUrl string, err error) {
  706. localFilePath, err := utils.DownloadWxImage(wxPicUrl)
  707. if err != nil {
  708. return
  709. }
  710. defer func() {
  711. os.Remove(localFilePath)
  712. }()
  713. ossClient := NewOssClient()
  714. if ossClient == nil {
  715. err = fmt.Errorf(`初始化OSS服务失败`)
  716. return
  717. }
  718. ext := path.Ext(localFilePath)
  719. fileName := fmt.Sprintf(`%s%s%s`, time.Now().Format(utils.FormatShortDateTimeUnSpace), utils.GetRandStringNoSpecialChar(16), ext)
  720. //savePath := utils.UploadDir + `wx/wx_article/` + time.Now().Format("200601/20060102/") + fileName
  721. savePath := fmt.Sprintf(`%swx/%s/%s%s`, utils.UploadDir, source, time.Now().Format("200601/20060102/"), fileName)
  722. resourceUrl, err = ossClient.UploadFile(fileName, localFilePath, savePath)
  723. if err != nil {
  724. err = fmt.Errorf("文件上传失败,Err:" + err.Error())
  725. return
  726. }
  727. return
  728. }
  729. // ReplaceHtmlImg
  730. // @Description: 将html中的图片替换成自己的
  731. // @author: Roc
  732. // @datetime 2025-03-11 14:32:00
  733. // @param htmlStr string
  734. // @return newHtml string
  735. // @return err error
  736. func ReplaceHtmlImg(htmlStr string) (newHtml string, err error) {
  737. doc, err := html2.Parse(strings.NewReader(htmlStr))
  738. if err != nil {
  739. return
  740. }
  741. if err != nil {
  742. return
  743. }
  744. handleNode(doc)
  745. // 将处理后的HTML节点重新渲染为HTML字符串
  746. var buf bytes.Buffer
  747. if err = html2.Render(&buf, doc); err != nil {
  748. fmt.Println(err)
  749. return
  750. }
  751. newHtml = buf.String()
  752. return
  753. }
  754. // handleNode
  755. // @Description: html节点处理
  756. // @author: Roc
  757. // @datetime 2025-03-11 14:32:45
  758. // @param n *html2.Node
  759. func handleNode(n *html2.Node) {
  760. if n.Type == html2.ElementNode {
  761. if n.Data == "img" {
  762. for k, attr := range n.Attr {
  763. // 新增代码:如果标签是img且存在data-src属性,则将data-src的值赋给src
  764. if n.Data == "img" && attr.Key == "src" {
  765. resourceUrl, tmpErr := downloadWxPicAndUploadToOss(attr.Val, `article`)
  766. if tmpErr != nil {
  767. continue
  768. }
  769. attr.Val = resourceUrl
  770. }
  771. n.Attr[k] = attr
  772. }
  773. }
  774. }
  775. for c := n.FirstChild; c != nil; c = c.NextSibling {
  776. handleNode(c)
  777. }
  778. }
  779. // AddOrEditEsWechatPlatformId
  780. // @Description: 批量处理某个公众号下的文章到ES
  781. // @author: Roc
  782. // @datetime 2025-03-13 11:01:28
  783. // @param articleId int
  784. func AddOrEditEsWechatPlatformId(wechatPlatformId int) {
  785. if utils.EsWechatArticleName == `` {
  786. return
  787. }
  788. obj := rag.WechatArticle{}
  789. list, _ := obj.GetListByCondition(` wechat_article_id `, ` AND wechat_platform_id = ? `, []interface{}{wechatPlatformId}, 0, 1000000)
  790. for _, item := range list {
  791. AddOrEditEsWechatArticle(item.WechatArticleId)
  792. }
  793. }
  794. // AddOrEditEsWechatArticle
  795. // @Description: 新增/编辑微信文章入ES
  796. // @author: Roc
  797. // @datetime 2025-03-13 11:01:28
  798. // @param articleId int
  799. func AddOrEditEsWechatArticle(articleId int) {
  800. if utils.EsWechatArticleName == `` {
  801. return
  802. }
  803. var err error
  804. defer func() {
  805. if err != nil {
  806. utils.FileLog.Error("添加公众号微信信息到ES失败,err:%v", err)
  807. fmt.Println("添加公众号微信信息到ES失败,err:", err)
  808. }
  809. }()
  810. obj := rag.WechatArticle{}
  811. articleInfo, err := obj.GetById(articleId)
  812. if err != nil {
  813. err = fmt.Errorf("获取公众号文章信息失败,Err:" + err.Error())
  814. return
  815. }
  816. platformObj := rag.WechatPlatform{}
  817. platformInfo, err := platformObj.GetById(articleInfo.WechatPlatformId)
  818. if err != nil {
  819. err = fmt.Errorf("获取公众号平台信息失败,Err:" + err.Error())
  820. return
  821. }
  822. esItem := elastic.WechatArticleAndPlatform{
  823. WechatArticleId: articleInfo.WechatArticleId,
  824. WechatPlatformId: articleInfo.WechatPlatformId,
  825. FakeId: articleInfo.FakeId,
  826. Title: articleInfo.Title,
  827. Link: articleInfo.Link,
  828. CoverUrl: articleInfo.CoverUrl,
  829. Description: articleInfo.Description,
  830. //Content: articleInfo.Content,
  831. //TextContent: articleInfo.TextContent,
  832. //AbstractStatus: articleInfo.AbstractStatus,
  833. Country: articleInfo.Country,
  834. Province: articleInfo.Province,
  835. City: articleInfo.City,
  836. ArticleCreateTime: articleInfo.ArticleCreateTime,
  837. IsDeleted: articleInfo.IsDeleted,
  838. ModifyTime: articleInfo.ModifyTime,
  839. CreateTime: articleInfo.CreateTime,
  840. Nickname: platformInfo.Nickname,
  841. Alias: platformInfo.Alias,
  842. RoundHeadImg: platformInfo.RoundHeadImg,
  843. }
  844. err = elastic.WechatArticleEsAddOrEdit(strconv.Itoa(articleInfo.WechatArticleId), esItem)
  845. }
  846. // AddOrEditEsWechatArticleAbstract
  847. // @Description: 新增/编辑微信文章摘要入ES
  848. // @author: Roc
  849. // @datetime 2025-03-13 14:13:47
  850. // @param articleAbstractId int
  851. func AddOrEditEsWechatArticleAbstract(articleAbstractId int) {
  852. if utils.EsWechatArticleAbstractName == `` {
  853. return
  854. }
  855. var err error
  856. defer func() {
  857. if err != nil {
  858. utils.FileLog.Error("添加公众号微信信息到ES失败,err:%v", err)
  859. fmt.Println("添加公众号微信信息到ES失败,err:", err)
  860. }
  861. }()
  862. obj := rag.WechatArticleAbstract{}
  863. abstractInfo, err := obj.GetById(articleAbstractId)
  864. if err != nil {
  865. err = fmt.Errorf("获取公众号文章信息失败,Err:" + err.Error())
  866. return
  867. }
  868. articleObj := rag.WechatArticle{}
  869. articleInfo, err := articleObj.GetById(abstractInfo.WechatArticleId)
  870. if err != nil {
  871. err = fmt.Errorf("获取公众号文章信息失败,Err:" + err.Error())
  872. return
  873. }
  874. // 公众号平台关联的标签品种
  875. tagObj := rag.WechatPlatformTagMapping{}
  876. tagMappingList, err := tagObj.GetListByCondition(` AND wechat_platform_id = ? `, []interface{}{articleInfo.WechatPlatformId}, 0, 10000)
  877. if err != nil {
  878. err = fmt.Errorf("获取公众号平台关联的品种信息失败,Err:" + err.Error())
  879. return
  880. }
  881. tagIdList := make([]int, 0)
  882. for _, v := range tagMappingList {
  883. tagIdList = append(tagIdList, v.TagId)
  884. }
  885. esItem := elastic.WechatArticleAbstractItem{
  886. WechatArticleAbstractId: abstractInfo.WechatArticleAbstractId,
  887. WechatArticleId: abstractInfo.WechatArticleId,
  888. WechatPlatformId: articleInfo.WechatPlatformId,
  889. Abstract: abstractInfo.Content,
  890. Version: abstractInfo.Version,
  891. VectorKey: abstractInfo.VectorKey,
  892. ModifyTime: articleInfo.ModifyTime,
  893. CreateTime: articleInfo.CreateTime,
  894. Title: articleInfo.Title,
  895. Link: articleInfo.Link,
  896. TagIdList: tagIdList,
  897. }
  898. err = elastic.WechatArticleAbstractEsAddOrEdit(strconv.Itoa(articleAbstractId), esItem)
  899. }
  900. // AddOrEditEsWechatArticleAbstract
  901. // @Description: 新增/编辑微信文章摘要入ES
  902. // @author: Roc
  903. // @datetime 2025-03-13 14:13:47
  904. // @param articleAbstractId int
  905. func DelEsWechatArticleAbstract(articleAbstractId int) {
  906. if utils.EsWechatArticleAbstractName == `` {
  907. return
  908. }
  909. var err error
  910. defer func() {
  911. if err != nil {
  912. utils.FileLog.Error("添加公众号微信信息到ES失败,err:%v", err)
  913. fmt.Println("添加公众号微信信息到ES失败,err:", err)
  914. }
  915. }()
  916. err = elastic.WechatArticleAbstractEsDel(strconv.Itoa(articleAbstractId))
  917. }