diff --git a/packages/service/core/dataset/collection/controller.ts b/packages/service/core/dataset/collection/controller.ts
index 954a055e8..132101e1c 100644
--- a/packages/service/core/dataset/collection/controller.ts
+++ b/packages/service/core/dataset/collection/controller.ts
@@ -1,7 +1,4 @@
-import {
-  TrainingModeEnum,
-  DatasetCollectionTypeEnum
-} from '@fastgpt/global/core/dataset/constants';
+import { TrainingModeEnum } from '@fastgpt/global/core/dataset/constants';
 import type { CreateDatasetCollectionParams } from '@fastgpt/global/core/dataset/api.d';
 import { MongoDatasetCollection } from './schema';
 import {
@@ -15,6 +12,7 @@ import { deleteDatasetDataVector } from '../../../common/vectorStore/controller'
 import { delFileByFileIdList } from '../../../common/file/gridfs/controller';
 import { BucketNameEnum } from '@fastgpt/global/common/file/constants';
 import { ClientSession } from '../../../common/mongo';
+import { createOrGetCollectionTags } from './utils';
 
 export async function createOneCollection({
   teamId,
@@ -39,6 +37,7 @@ export async function createOneCollection({
   rawTextLength,
   metadata = {},
   session,
+  tags,
   ...props
 }: CreateDatasetCollectionParams & {
   teamId: string;
@@ -46,6 +45,7 @@ export async function createOneCollection({
   [key: string]: any;
   session?: ClientSession;
 }) {
+  const collectionTags = await createOrGetCollectionTags({ tags, teamId, datasetId, session });
   const [collection] = await MongoDatasetCollection.create(
     [
       {
@@ -69,7 +69,8 @@ export async function createOneCollection({
 
         rawTextLength,
         hashRawText,
-        metadata
+        metadata,
+        tags: collectionTags
       }
     ],
     { session }
diff --git a/packages/service/core/dataset/collection/utils.ts b/packages/service/core/dataset/collection/utils.ts
index 9501101fd..5c31c5518 100644
--- a/packages/service/core/dataset/collection/utils.ts
+++ b/packages/service/core/dataset/collection/utils.ts
@@ -11,6 +11,7 @@ import {
 import { hashStr } from '@fastgpt/global/common/string/tools';
 import { ClientSession } from '../../../common/mongo';
 import { PushDatasetDataResponse } from '@fastgpt/global/core/dataset/api';
+import { MongoDatasetCollectionTags } from '../tag/schema';
 
 /**
  * get all collection by top collectionId
@@ -200,3 +201,36 @@ export const reloadCollectionChunks = async ({
     insertLen: result.length
   };
 };
+
+export const createOrGetCollectionTags = async ({
+  tags = [],
+  datasetId,
+  teamId,
+  session
+}: {
+  tags?: string[];
+  datasetId: string;
+  teamId: string;
+  session?: ClientSession;
+}): Promise<string[]> => {
+  if (!tags.length) return [];
+  const existingTags = await MongoDatasetCollectionTags.find({
+    teamId,
+    datasetId,
+    $expr: { $in: ['$tag', tags] }
+  });
+
+  const existingTagContents = existingTags.map((tag) => tag.tag);
+  const newTagContents = tags.filter((tag) => !existingTagContents.includes(tag));
+
+  const newTags = await MongoDatasetCollectionTags.insertMany(
+    newTagContents.map((tagContent) => ({
+      teamId,
+      datasetId,
+      tag: tagContent
+    })),
+    { session }
+  );
+
+  return [...existingTags.map((tag) => tag._id), ...newTags.map((tag) => tag._id)];
+};
diff --git a/projects/app/src/pages/api/core/dataset/collection/create/csvTable.ts b/projects/app/src/pages/api/core/dataset/collection/create/csvTable.ts
index 9267c480b..d74322bb5 100644
--- a/projects/app/src/pages/api/core/dataset/collection/create/csvTable.ts
+++ b/projects/app/src/pages/api/core/dataset/collection/create/csvTable.ts
@@ -21,7 +21,7 @@ import { NextAPI } from '@/service/middleware/entry';
 import { CreateCollectionResponse } from '@/global/core/dataset/api';
 
 async function handler(req: NextApiRequest): CreateCollectionResponse {
-  const { datasetId, parentId, fileId } = req.body as FileIdCreateDatasetCollectionParams;
+  const { datasetId, parentId, fileId, ...body } = req.body as FileIdCreateDatasetCollectionParams;
   const trainingType = TrainingModeEnum.chunk;
   const { teamId, tmbId, dataset } = await authDataset({
     req,
@@ -54,6 +54,7 @@ async function handler(req: NextApiRequest): CreateCollectionResponse {
   return mongoSessionRun(async (session) => {
     // 4. create collection
     const { _id: collectionId } = await createOneCollection({
+      ...body,
       teamId,
       tmbId,
       name: filename,
diff --git a/projects/app/src/pages/dataset/detail/components/CollectionCard/HeaderTagPopOver.tsx b/projects/app/src/pages/dataset/detail/components/CollectionCard/HeaderTagPopOver.tsx
index bcfb8e544..6e0dcbbd1 100644
--- a/projects/app/src/pages/dataset/detail/components/CollectionCard/HeaderTagPopOver.tsx
+++ b/projects/app/src/pages/dataset/detail/components/CollectionCard/HeaderTagPopOver.tsx
@@ -205,7 +205,6 @@ const HeaderTagPopOver = () => {
                 variant={'unstyled'}
                 onClick={() => {
                   onOpenTagManageModal();
-                  setCheckedTags([]);
                 }}
               >
                 {t('dataset:tag.manage')}
diff --git a/projects/app/src/pages/dataset/detail/components/CollectionCard/TagManageModal.tsx b/projects/app/src/pages/dataset/detail/components/CollectionCard/TagManageModal.tsx
index 202a6bf69..90266e828 100644
--- a/projects/app/src/pages/dataset/detail/components/CollectionCard/TagManageModal.tsx
+++ b/projects/app/src/pages/dataset/detail/components/CollectionCard/TagManageModal.tsx
@@ -21,7 +21,6 @@ import MyInput from '@/components/MyInput';
 import { DatasetTagType } from '@fastgpt/global/core/dataset/type';
 import { useScrollPagination } from '@fastgpt/web/hooks/useScrollPagination';
 import EmptyTip from '@fastgpt/web/components/common/EmptyTip';
-import { useQuery } from '@tanstack/react-query';
 import PopoverConfirm from '@fastgpt/web/components/common/MyPopover/PopoverConfirm';
 import MyBox from '@fastgpt/web/components/common/MyBox';
 
@@ -30,7 +29,7 @@ const TagManageModal = ({ onClose }: { onClose: () => void }) => {
   const datasetDetail = useContextSelector(DatasetPageContext, (v) => v.datasetDetail);
   const loadDatasetTags = useContextSelector(DatasetPageContext, (v) => v.loadDatasetTags);
   const loadAllDatasetTags = useContextSelector(DatasetPageContext, (v) => v.loadAllDatasetTags);
-  const { getData } = useContextSelector(CollectionPageContext, (v) => v);
+  const { getData, collections } = useContextSelector(CollectionPageContext, (v) => v);
 
   const tagInputRef = useRef<HTMLInputElement>(null);
   const editInputRef = useRef<HTMLInputElement>(null);
@@ -156,7 +155,8 @@ const TagManageModal = ({ onClose }: { onClose: () => void }) => {
   });
 
   const { data: tagUsages } = useRequest2(() => getTagUsage(datasetDetail._id), {
-    manual: false
+    manual: false,
+    refreshDeps: [collections]
   });
 
   return (