diff --git a/packages/core/database/src/relation-repository/relation-repository.ts b/packages/core/database/src/relation-repository/relation-repository.ts
index 3f1059521a..cf7dee06f5 100644
--- a/packages/core/database/src/relation-repository/relation-repository.ts
+++ b/packages/core/database/src/relation-repository/relation-repository.ts
@@ -55,6 +55,44 @@ export abstract class RelationRepository {
     return this.db.getCollection(this.targetModel.name);
   }
 
+  abstract find(options?: FindOptions): Promise<any>;
+
+  async chunk(
+    options: FindOptions & { chunkSize: number; callback: (rows: Model[], options: FindOptions) => Promise<void> },
+  ) {
+    const { chunkSize, callback, limit: overallLimit } = options;
+    const transaction = await this.getTransaction(options);
+
+    let offset = 0;
+    let totalProcessed = 0;
+
+    // eslint-disable-next-line no-constant-condition
+    while (true) {
+      // Calculate the limit for the current chunk
+      const currentLimit = overallLimit !== undefined ? Math.min(chunkSize, overallLimit - totalProcessed) : chunkSize;
+
+      const rows = await this.find({
+        ...options,
+        limit: currentLimit,
+        offset,
+        transaction,
+      });
+
+      if (rows.length === 0) {
+        break;
+      }
+
+      await callback(rows, options);
+
+      offset += currentLimit;
+      totalProcessed += rows.length;
+
+      if (overallLimit !== undefined && totalProcessed >= overallLimit) {
+        break;
+      }
+    }
+  }
+
   convertTk(options: any) {
     let tk = options;
     if (typeof options === 'object' && options['tk']) {
diff --git a/packages/plugins/@nocobase/plugin-action-export/src/server/__tests__/export-action.test.ts b/packages/plugins/@nocobase/plugin-action-export/src/server/__tests__/export-action.test.ts
new file mode 100644
index 0000000000..0501ae1451
--- /dev/null
+++ b/packages/plugins/@nocobase/plugin-action-export/src/server/__tests__/export-action.test.ts
@@ -0,0 +1,89 @@
+import { createMockServer, MockServer } from '@nocobase/test';
+import fs from 'fs';
+import os from 'os';
+import path from 'path';
+import XLSX from 'xlsx';
+
+describe('export action', () => {
+  let app: MockServer;
+
+  beforeEach(async () => {
+    app = await createMockServer({
+      plugins: ['nocobase'],
+      acl: false,
+    });
+  });
+
+  it('should export with association repository', async () => {
+    await app.db.getRepository('collections').create({
+      values: {
+        name: 'posts',
+        fields: [
+          {
+            name: 'title',
+            type: 'string',
+          },
+          {
+            name: 'comments',
+            type: 'hasMany',
+            target: 'comments',
+          },
+        ],
+      },
+      context: {},
+    });
+
+    await app.db.getRepository('collections').create({
+      values: {
+        name: 'comments',
+        fields: [
+          {
+            name: 'content',
+            type: 'string',
+          },
+        ],
+      },
+      context: {},
+    });
+
+    await app.db.getRepository('posts').create({
+      values: [
+        {
+          title: 'post1',
+          comments: [
+            {
+              content: 'comment1',
+            },
+          ],
+        },
+        {
+          title: 'post2',
+          comments: [
+            {
+              content: 'comment2',
+            },
+          ],
+        },
+      ],
+    });
+
+    const res = await app
+      .agent()
+      .resource('posts.comments', 1)
+      .export({
+        values: {
+          columns: [{ dataIndex: ['content'], defaultTitle: 'content' }],
+        },
+      });
+
+    expect(res.status).toBe(200);
+
+    const buffer = res.body;
+
+    const workbook = XLSX.read(buffer, { type: 'buffer' });
+    const sheetName = workbook.SheetNames[0];
+    const sheet = workbook.Sheets[sheetName];
+    const rows = XLSX.utils.sheet_to_json(sheet);
+    expect(rows.length).toBe(1);
+  });
+});
diff --git a/packages/plugins/@nocobase/plugin-action-export/src/server/actions/export-xlsx.ts b/packages/plugins/@nocobase/plugin-action-export/src/server/actions/export-xlsx.ts
index f37f94ea8a..69b6eba309 100644
--- a/packages/plugins/@nocobase/plugin-action-export/src/server/actions/export-xlsx.ts
+++ b/packages/plugins/@nocobase/plugin-action-export/src/server/actions/export-xlsx.ts
@@ -33,6 +33,7 @@ async function exportXlsxAction(ctx: Context, next: Next) {
   const xlsxExporter = new XlsxExporter({
     collectionManager: dataSource.collectionManager,
     collection,
+    repository,
     columns,
     findOptions: {
       filter,
diff --git a/packages/plugins/@nocobase/plugin-action-export/src/server/xlsx-exporter.ts b/packages/plugins/@nocobase/plugin-action-export/src/server/xlsx-exporter.ts
index 9b92b05d39..71201bb952 100644
--- a/packages/plugins/@nocobase/plugin-action-export/src/server/xlsx-exporter.ts
+++ b/packages/plugins/@nocobase/plugin-action-export/src/server/xlsx-exporter.ts
@@ -29,6 +29,7 @@ type ExportColumn = {
 type ExportOptions = {
   collectionManager: ICollectionManager;
   collection: ICollection;
+  repository?: any;
   columns: Array<ExportColumn>;
   findOptions?: FindOptions;
   chunkSize?: number;
@@ -51,7 +52,7 @@ class XlsxExporter {
   constructor(private options: ExportOptions) {}
 
   async run(ctx?): Promise<XLSX.WorkBook> {
-    const { collection, columns, chunkSize } = this.options;
+    const { collection, columns, chunkSize, repository } = this.options;
 
     const workbook = XLSX.utils.book_new();
     const worksheet = XLSX.utils.sheet_new();
@@ -63,7 +64,7 @@ class XlsxExporter {
 
     let startRowNumber = 2;
 
-    await collection.repository.chunk({
+    await (repository || collection.repository).chunk({
       ...this.getFindOptions(),
       chunkSize: chunkSize || 200,
       callback: async (rows, options) => {