| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293 |
- package service
- import (
- "context"
- "errors"
- "fmt"
- "log"
- "github.com/2930134478/AI-CS/backend/models"
- import_service "github.com/2930134478/AI-CS/backend/service/import"
- )
- // ImportFromUrls 从 URL 导入文档
- func (s *ImportService) ImportFromUrls(ctx context.Context, knowledgeBaseID uint, urls []string) (*ImportResult, error) {
- log.Printf("[导入] URL 导入开始 knowledge_base_id=%d urls=%d", knowledgeBaseID, len(urls))
- // 验证知识库是否存在
- _, err := s.kbRepo.GetByID(knowledgeBaseID)
- if err != nil {
- return nil, errors.New("知识库不存在")
- }
- result := &ImportResult{
- SuccessCount: 0,
- FailedCount: 0,
- FailedFiles: []string{},
- Errors: []string{},
- }
- // 创建 URL 解析器
- urlParser := import_service.NewURLParser()
- // 解析 URL
- documents := make([]*models.Document, 0)
- for _, url := range urls {
- if !urlParser.Supports(url) {
- result.FailedCount++
- result.FailedFiles = append(result.FailedFiles, url)
- result.Errors = append(result.Errors, fmt.Sprintf("%s: 无效的 URL", url))
- continue
- }
- // 解析 URL
- parsed, err := urlParser.Parse(url)
- if err != nil {
- result.FailedCount++
- result.FailedFiles = append(result.FailedFiles, url)
- result.Errors = append(result.Errors, fmt.Sprintf("%s: %v", url, err))
- continue
- }
- // 创建文档
- doc := &models.Document{
- KnowledgeBaseID: knowledgeBaseID,
- Title: parsed.Title,
- Content: parsed.Content,
- Type: "url",
- Status: "draft",
- EmbeddingStatus: "pending",
- }
- documents = append(documents, doc)
- }
- // 批量创建文档
- docIDs := make([]uint, 0, len(documents))
- for _, doc := range documents {
- if err := s.docRepo.Create(doc); err != nil {
- result.FailedCount++
- result.FailedFiles = append(result.FailedFiles, doc.Title)
- result.Errors = append(result.Errors, fmt.Sprintf("文档 %s: 创建失败: %v", doc.Title, err))
- continue
- }
- docIDs = append(docIDs, doc.ID)
- result.SuccessCount++
- }
- // 批量向量化(异步)
- if len(docIDs) > 0 {
- ids := make([]uint, len(docIDs))
- copy(ids, docIDs)
- go func(ids []uint) {
- log.Printf("[导入] URL 导入已创建 %d 条文档,开始批量向量化", len(ids))
- _, err := s.BatchEmbedDocuments(context.Background(), ids)
- if err != nil {
- log.Printf("[导入] 批量向量化失败: %v", err)
- return
- }
- log.Printf("[导入] 批量向量化完成,%d 条文档已写入向量库", len(ids))
- }(ids)
- }
- return result, nil
- }
|