diff --git a/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/service/impl/DocumentServiceImpl.java b/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/service/impl/DocumentServiceImpl.java
index fbb8ab18..598cf8c4 100644
--- a/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/service/impl/DocumentServiceImpl.java
+++ b/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/service/impl/DocumentServiceImpl.java
@@ -22,7 +22,6 @@ import com.easyagents.search.engine.service.DocumentSearcher;
 import com.easyagents.search.engine.service.KeywordSearchMetadataKeys;
 import com.mybatisflex.core.keygen.impl.FlexIDKeyGenerator;
 import com.mybatisflex.core.paginate.Page;
-import com.mybatisflex.core.query.QueryMethods;
 import com.mybatisflex.core.query.QueryWrapper;
 import com.mybatisflex.spring.service.impl.ServiceImpl;
 import org.slf4j.Logger;
@@ -110,7 +109,7 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
 
     @Override
     public Page<Document> getDocumentList(String knowledgeId, int pageSize, int pageNum, String fileName) {
-        return queryDocumentList(knowledgeId, pageSize, pageNum, fileName, null);
+        return queryDocumentList(knowledgeId, pageSize, pageNum, fileName, null, false);
     }
 
     /**
@@ -129,7 +128,7 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
         int pageNum,
         BigInteger documentId
     ) {
-        return queryDocumentList(knowledgeId, pageSize, pageNum, null, documentId);
+        return queryDocumentList(knowledgeId, pageSize, pageNum, null, documentId, true);
     }
 
     /**
@@ -140,6 +139,7 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
      * @param pageNum 页码
      * @param fileName 可选的文件标题筛选
      * @param documentId 可选的文档 ID
+     * @param includeDetailFields 是否返回正文、存储路径和扩展配置等详情字段
      * @return 文档分页
      */
     private Page<Document> queryDocumentList(
@@ -147,27 +147,45 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
         int pageSize,
         int pageNum,
         String fileName,
-        BigInteger documentId
+        BigInteger documentId,
+        boolean includeDetailFields
     ) {
-        QueryWrapper queryWrapper=QueryWrapper.create()
-                .select(
-                        DOCUMENT.ALL_COLUMNS,
-                        QueryMethods.count(DOCUMENT_CHUNK.DOCUMENT_ID).as("chunk_count")
-
-                )
-                .from(Document.class)
-                .leftJoin(DocumentChunk.class).on(DOCUMENT.ID.eq(DOCUMENT_CHUNK.DOCUMENT_ID))
-                .where(DOCUMENT.COLLECTION_ID.eq(knowledgeId))
-                .orderBy(DOCUMENT.ID, false)
-                ;
+        QueryWrapper queryWrapper = QueryWrapper.create().from(Document.class);
+        if (includeDetailFields) {
+            // 公开文档分页继续保留历史字段契约，但分块数直接使用文档表中的持久化统计。
+            queryWrapper.select(
+                DOCUMENT.ALL_COLUMNS,
+                DOCUMENT.TOTAL_CHUNKS.as("chunk_count")
+            );
+        } else {
+            // 列表页只读取展示字段，避免批量导入期间反复传输 LONGTEXT 正文和扩展配置。
+            queryWrapper.select(
+                DOCUMENT.ID,
+                DOCUMENT.COLLECTION_ID,
+                DOCUMENT.DOCUMENT_TYPE,
+                DOCUMENT.TITLE,
+                DOCUMENT.CONTENT_TYPE,
+                DOCUMENT.PROCESS_STATUS,
+                DOCUMENT.TOTAL_CHUNKS,
+                DOCUMENT.COMPLETED_CHUNKS,
+                DOCUMENT.FAILED_CHUNKS,
+                DOCUMENT.PROGRESS_PERCENT,
+                DOCUMENT.LAST_TASK_ERROR,
+                DOCUMENT.TASK_MODIFIED_AT,
+                DOCUMENT.CREATED,
+                DOCUMENT.MODIFIED,
+                DOCUMENT.TOTAL_CHUNKS.as("chunk_count")
+            );
+        }
+        queryWrapper
+            .where(DOCUMENT.COLLECTION_ID.eq(knowledgeId))
+            .orderBy(DOCUMENT.ID, false);
         if (fileName != null && !fileName.trim().isEmpty()) {
             queryWrapper.and(DOCUMENT.TITLE.like(fileName));
         }
         if (documentId != null) {
             queryWrapper.and(DOCUMENT.ID.eq(documentId));
         }
-        // 分组
-        queryWrapper.groupBy(DOCUMENT.ID);
         return documentMapper.paginateAs(pageNum, pageSize, queryWrapper, Document.class);
     }
 
diff --git a/easyflow-modules/easyflow-module-ai/src/test/java/tech/easyflow/ai/service/impl/DocumentServiceImplTest.java b/easyflow-modules/easyflow-module-ai/src/test/java/tech/easyflow/ai/service/impl/DocumentServiceImplTest.java
index 71eb1344..69f7abe7 100644
--- a/easyflow-modules/easyflow-module-ai/src/test/java/tech/easyflow/ai/service/impl/DocumentServiceImplTest.java
+++ b/easyflow-modules/easyflow-module-ai/src/test/java/tech/easyflow/ai/service/impl/DocumentServiceImplTest.java
@@ -5,6 +5,7 @@ import com.easyagents.core.store.StoreResult;
 import com.mybatisflex.core.query.QueryWrapper;
 import org.junit.Assert;
 import org.junit.Test;
+import org.mockito.ArgumentCaptor;
 import org.mockito.Mockito;
 import tech.easyflow.ai.config.SearcherFactory;
 import tech.easyflow.ai.entity.Document;
@@ -21,6 +22,8 @@ import tech.easyflow.common.web.exceptions.BusinessException;
 import java.lang.reflect.Field;
 import java.math.BigInteger;
 import java.util.List;
+import java.util.Locale;
+import java.util.regex.Pattern;
 
 /**
  * {@link DocumentServiceImpl} 文档维护回归测试。
@@ -30,6 +33,70 @@ import java.util.List;
  */
 public class DocumentServiceImplTest {
 
+    /**
+     * 验证管理端列表只查询展示字段，并直接使用文档表中的分块统计。
+     *
+     * @throws Exception 反射注入异常
+     */
+    @Test
+    public void getDocumentListShouldAvoidChunkJoinAndLargeFields() throws Exception {
+        DocumentMapper documentMapper = Mockito.mock(DocumentMapper.class);
+        DocumentServiceImpl service = new DocumentServiceImpl();
+        setField(service, "documentMapper", documentMapper);
+
+        service.getDocumentList("1001", 10, 1, null);
+
+        ArgumentCaptor<QueryWrapper> queryCaptor =
+            ArgumentCaptor.forClass(QueryWrapper.class);
+        Mockito.verify(documentMapper).paginateAs(
+            Mockito.eq(1),
+            Mockito.eq(10),
+            queryCaptor.capture(),
+            Mockito.eq(Document.class)
+        );
+        String sql = normalizeSql(queryCaptor.getValue().toSQL());
+        Assert.assertFalse(sql.contains("tb_document_chunk"));
+        Assert.assertFalse(containsSqlIdentifier(sql, "content"));
+        Assert.assertFalse(containsSqlIdentifier(sql, "options"));
+        Assert.assertFalse(sql.contains("group by"));
+        Assert.assertTrue(containsSqlIdentifier(sql, "total_chunks"));
+        Assert.assertTrue(containsSqlIdentifier(sql, "chunk_count"));
+    }
+
+    /**
+     * 验证公开文档分页继续返回历史详情字段，同时不再关联分块表聚合。
+     *
+     * @throws Exception 反射注入异常
+     */
+    @Test
+    public void getDocumentListByIdShouldKeepDetailFieldsWithoutChunkJoin()
+        throws Exception {
+        DocumentMapper documentMapper = Mockito.mock(DocumentMapper.class);
+        DocumentServiceImpl service = new DocumentServiceImpl();
+        setField(service, "documentMapper", documentMapper);
+
+        service.getDocumentListById(
+            "1001",
+            10,
+            1,
+            BigInteger.valueOf(2002)
+        );
+
+        ArgumentCaptor<QueryWrapper> queryCaptor =
+            ArgumentCaptor.forClass(QueryWrapper.class);
+        Mockito.verify(documentMapper).paginateAs(
+            Mockito.eq(1),
+            Mockito.eq(10),
+            queryCaptor.capture(),
+            Mockito.eq(Document.class)
+        );
+        String sql = normalizeSql(queryCaptor.getValue().toSQL());
+        Assert.assertFalse(sql.contains("tb_document_chunk"));
+        Assert.assertFalse(sql.contains("group by"));
+        Assert.assertTrue(sql.contains("*"));
+        Assert.assertTrue(containsSqlIdentifier(sql, "chunk_count"));
+    }
+
     /**
      * 验证删除链路在外部索引和分块清理后删除文档主记录。
      *
@@ -252,4 +319,27 @@ public class DocumentServiceImplTest {
         field.setAccessible(true);
         field.set(target, value);
     }
+
+    /**
+     * 统一 SQL 文本格式，便于断言查询结构。
+     *
+     * @param sql 原始 SQL
+     * @return 去除标识符引号并转为小写的 SQL
+     */
+    private static String normalizeSql(String sql) {
+        return sql.replace("`", "").toLowerCase(Locale.ROOT);
+    }
+
+    /**
+     * 判断 SQL 是否包含完整列标识符，避免与同前缀列名混淆。
+     *
+     * @param sql 已标准化的 SQL
+     * @param identifier 列标识符
+     * @return 包含完整标识符时返回 true
+     */
+    private static boolean containsSqlIdentifier(String sql, String identifier) {
+        return Pattern.compile("\\b" + Pattern.quote(identifier) + "\\b")
+            .matcher(sql)
+            .find();
+    }
 }
diff --git a/easyflow-starter/easyflow-starter-all/src/main/resources/db/migration/mysql/V50__mysql_document_chunk_document_index.sql b/easyflow-starter/easyflow-starter-all/src/main/resources/db/migration/mysql/V50__mysql_document_chunk_document_index.sql
new file mode 100644
index 00000000..d1106ad5
--- /dev/null
+++ b/easyflow-starter/easyflow-starter-all/src/main/resources/db/migration/mysql/V50__mysql_document_chunk_document_index.sql
@@ -0,0 +1,4 @@
+ALTER TABLE `tb_document_chunk`
+    ADD INDEX `idx_document_chunk_document_id` (`document_id`) USING BTREE,
+    ALGORITHM=INPLACE,
+    LOCK=NONE;