From c5ccc56ccaa72cb8ff119cb9b915bfc2c6bb8262 Mon Sep 17 00:00:00 2001
From: Jason Wang <56037774+JasonW404@users.noreply.github.com>
Date: Tue, 11 Nov 2025 09:14:14 +0800
Subject: [PATCH] feat: Add labeling template (#72)

* feat: Enhance annotation module with template management and validation

- Added DatasetMappingCreateRequest and DatasetMappingUpdateRequest schemas to handle dataset mapping requests with camelCase and snake_case support.
- Introduced Annotation Template schemas including CreateAnnotationTemplateRequest, UpdateAnnotationTemplateRequest, and AnnotationTemplateResponse for managing annotation templates.
- Implemented AnnotationTemplateService for creating, updating, retrieving, and deleting annotation templates, including validation of configurations and XML generation.
- Added utility class LabelStudioConfigValidator for validating Label Studio configurations and XML formats.
- Updated database schema for annotation templates and labeling projects to include new fields and constraints.
- Seeded initial annotation templates for various use cases including image classification, object detection, and text classification.

* feat: Enhance TemplateForm with improved validation and dynamic field rendering; update LabelStudio config validation for camelCase support

* feat: Update docker-compose.yml to mark datamate dataset volume and network as external
---
 .../docker/label-studio/docker-compose.yml    |   4 +-
 .../components/CreateAnnotationTaskDialog.tsx | 195 ++++++++
 .../components/CreateAnnptationTaskDialog.tsx | 150 +++---
 .../DataAnnotation/Home/DataAnnotation.tsx    | 174 ++++---
 .../Template/TemplateDetail.tsx               | 152 ++++++
 .../DataAnnotation/Template/TemplateForm.tsx  | 454 ++++++++++++++++++
 .../DataAnnotation/Template/TemplateList.tsx  | 393 +++++++++++++++
 .../pages/DataAnnotation/Template/index.ts    |   3 +
 .../pages/DataAnnotation/annotation.api.ts    |  10 +-
 .../pages/DataAnnotation/annotation.const.tsx |   5 +-
 .../pages/DataAnnotation/annotation.model.ts  |  53 +-
 frontend/src/routes/routes.ts                 |  27 --
 .../app/db/models/annotation_management.py    |  35 +-
 .../annotation/client/labelstudio/client.py   |  23 +-
 .../module/annotation/interface/__init__.py   |   4 +-
 .../module/annotation/interface/project.py    |  21 +
 .../module/annotation/interface/template.py   | 137 ++++++
 .../app/module/annotation/schema/mapping.py   |  16 +-
 .../app/module/annotation/schema/template.py  |  93 ++++
 .../app/module/annotation/service/mapping.py  | 120 +++--
 .../app/module/annotation/service/template.py | 327 +++++++++++++
 .../app/module/annotation/utils/__init__.py   |   6 +
 .../annotation/utils/config_validator.py      | 263 ++++++++++
 scripts/db/data-annotation-init.sql           | 382 ++++++++++++++-
 24 files changed, 2794 insertions(+), 253 deletions(-)
 create mode 100644 frontend/src/pages/DataAnnotation/Create/components/CreateAnnotationTaskDialog.tsx
 create mode 100644 frontend/src/pages/DataAnnotation/Template/TemplateDetail.tsx
 create mode 100644 frontend/src/pages/DataAnnotation/Template/TemplateForm.tsx
 create mode 100644 frontend/src/pages/DataAnnotation/Template/TemplateList.tsx
 create mode 100644 frontend/src/pages/DataAnnotation/Template/index.ts
 create mode 100644 runtime/datamate-python/app/module/annotation/interface/template.py
 create mode 100644 runtime/datamate-python/app/module/annotation/schema/template.py
 create mode 100644 runtime/datamate-python/app/module/annotation/service/template.py
 create mode 100644 runtime/datamate-python/app/module/annotation/utils/__init__.py
 create mode 100644 runtime/datamate-python/app/module/annotation/utils/config_validator.py

diff --git a/deployment/docker/label-studio/docker-compose.yml b/deployment/docker/label-studio/docker-compose.yml
index 4026b6a..b45eeaf 100644
--- a/deployment/docker/label-studio/docker-compose.yml
+++ b/deployment/docker/label-studio/docker-compose.yml
@@ -52,8 +52,10 @@ volumes:
   label-studio-db:
   dataset_volume:
     name: datamate-dataset-volume
+    external: true
 
 networks:
   datamate:
     driver: bridge
-    name: datamate-network
\ No newline at end of file
+    name: datamate-network
+    external: true
\ No newline at end of file
diff --git a/frontend/src/pages/DataAnnotation/Create/components/CreateAnnotationTaskDialog.tsx b/frontend/src/pages/DataAnnotation/Create/components/CreateAnnotationTaskDialog.tsx
new file mode 100644
index 0000000..9f9ddbe
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/Create/components/CreateAnnotationTaskDialog.tsx
@@ -0,0 +1,195 @@
+import { queryDatasetsUsingGet } from "@/pages/DataManagement/dataset.api";
+import { mapDataset } from "@/pages/DataManagement/dataset.const";
+import { Button, Form, Input, Modal, Select, message } from "antd";
+import TextArea from "antd/es/input/TextArea";
+import { useEffect, useState } from "react";
+import { createAnnotationTaskUsingPost, queryAnnotationTemplatesUsingGet } from "../../annotation.api";
+import { Dataset } from "@/pages/DataManagement/dataset.model";
+import type { AnnotationTemplate } from "../../annotation.model";
+
+export default function CreateAnnotationTask({
+  open,
+  onClose,
+  onRefresh,
+}: {
+  open: boolean;
+  onClose: () => void;
+  onRefresh: () => void;
+}) {
+  const [form] = Form.useForm();
+  const [datasets, setDatasets] = useState<Dataset[]>([]);
+  const [templates, setTemplates] = useState<AnnotationTemplate[]>([]);
+  const [submitting, setSubmitting] = useState(false);
+  const [nameManuallyEdited, setNameManuallyEdited] = useState(false);
+
+  useEffect(() => {
+    if (!open) return;
+    const fetchData = async () => {
+      try {
+        // Fetch datasets
+        const { data: datasetData } = await queryDatasetsUsingGet({
+          page: 0,
+          size: 1000,
+        });
+        setDatasets(datasetData.content.map(mapDataset) || []);
+
+        // Fetch templates
+        const templateResponse = await queryAnnotationTemplatesUsingGet({
+          page: 1,
+          size: 100,  // Backend max is 100
+        });
+        
+        // The API returns: {code, message, data: {content, total, page, ...}}
+        if (templateResponse.code === 200 && templateResponse.data) {
+          const fetchedTemplates = templateResponse.data.content || [];
+          console.log("Fetched templates:", fetchedTemplates);
+          setTemplates(fetchedTemplates);
+        } else {
+          console.error("Failed to fetch templates:", templateResponse);
+          setTemplates([]);
+        }
+      } catch (error) {
+        console.error("Error fetching data:", error);
+        setTemplates([]);
+      }
+    };
+    fetchData();
+  }, [open]);
+
+  // Reset form and manual-edit flag when modal opens
+  useEffect(() => {
+    if (open) {
+      form.resetFields();
+      setNameManuallyEdited(false);
+    }
+  }, [open, form]);
+
+  const handleSubmit = async () => {
+    try {
+      const values = await form.validateFields();
+      setSubmitting(true);
+      
+      // Send templateId instead of labelingConfig
+      const requestData = {
+        name: values.name,
+        description: values.description,
+        datasetId: values.datasetId,
+        templateId: values.templateId,
+      };
+      
+      await createAnnotationTaskUsingPost(requestData);
+      message?.success?.("创建标注任务成功");
+      onClose();
+      onRefresh();
+    } catch (err: any) {
+      console.error("Create annotation task failed", err);
+      const msg = err?.message || err?.data?.message || "创建失败，请稍后重试";
+      (message as any)?.error?.(msg);
+    } finally {
+      setSubmitting(false);
+    }
+  };
+
+  return (
+    <Modal
+      open={open}
+      onCancel={onClose}
+      title="创建标注任务"
+      footer={
+        <>
+          <Button onClick={onClose} disabled={submitting}>
+            取消
+          </Button>
+          <Button type="primary" onClick={handleSubmit} loading={submitting}>
+            确定
+          </Button>
+        </>
+      }
+      width={800}
+    >
+      <Form form={form} layout="vertical">
+        {/* 数据集 与 标注工程名称 并排显示（数据集在左） */}
+        <div className="grid grid-cols-2 gap-4">
+          <Form.Item
+            label="数据集"
+            name="datasetId"
+            rules={[{ required: true, message: "请选择数据集" }]}
+          >
+            <Select
+              placeholder="请选择数据集"
+              options={datasets.map((dataset) => {
+                return {
+                  label: (
+                    <div className="flex items-center justify-between gap-3 py-2">
+                      <div className="flex items-center font-sm text-gray-900">
+                        <span className="mr-2">{(dataset as any).icon}</span>
+                        <span>{dataset.name}</span>
+                      </div>
+                      <div className="text-xs text-gray-500">{dataset.size}</div>
+                    </div>
+                  ),
+                  value: dataset.id,
+                };
+              })}
+              onChange={(value) => {
+                // 如果用户未手动修改名称，则用数据集名称作为默认任务名
+                if (!nameManuallyEdited) {
+                  const ds = datasets.find((d) => d.id === value);
+                  if (ds) {
+                    form.setFieldsValue({ name: ds.name });
+                  }
+                }
+              }}
+            />
+          </Form.Item>
+
+          <Form.Item
+            label="标注工程名称"
+            name="name"
+            rules={[{ required: true, message: "请输入任务名称" }]}
+          >
+            <Input
+              placeholder="输入标注工程名称"
+              onChange={() => setNameManuallyEdited(true)}
+            />
+          </Form.Item>
+        </div>
+        
+        {/* 描述变为可选 */}
+        <Form.Item label="描述" name="description">
+          <TextArea placeholder="（可选）详细描述标注任务的要求和目标" rows={3} />
+        </Form.Item>
+
+        {/* 标注模板选择 */}
+        <Form.Item
+          label="标注模板"
+          name="templateId"
+          rules={[{ required: true, message: "请选择标注模板" }]}
+        >
+          <Select
+            placeholder={templates.length === 0 ? "暂无可用模板，请先创建模板" : "请选择标注模板"}
+            showSearch
+            optionFilterProp="label"
+            notFoundContent={templates.length === 0 ? "暂无模板，请前往「标注模板」页面创建" : "未找到匹配的模板"}
+            options={templates.map((template) => ({
+              label: template.name,
+              value: template.id,
+              // Add description as subtitle
+              title: template.description,
+            }))}
+            optionRender={(option) => (
+              <div>
+                <div style={{ fontWeight: 500 }}>{option.label}</div>
+                {option.data.title && (
+                  <div style={{ fontSize: 12, color: '#999', marginTop: 2 }}>
+                    {option.data.title}
+                  </div>
+                )}
+              </div>
+            )}
+          />
+        </Form.Item>
+      </Form>
+    </Modal>
+  );
+}
diff --git a/frontend/src/pages/DataAnnotation/Create/components/CreateAnnptationTaskDialog.tsx b/frontend/src/pages/DataAnnotation/Create/components/CreateAnnptationTaskDialog.tsx
index 292f393..ccbb21b 100644
--- a/frontend/src/pages/DataAnnotation/Create/components/CreateAnnptationTaskDialog.tsx
+++ b/frontend/src/pages/DataAnnotation/Create/components/CreateAnnptationTaskDialog.tsx
@@ -3,10 +3,9 @@ import { mapDataset } from "@/pages/DataManagement/dataset.const";
 import { Button, Form, Input, Modal, Select, message } from "antd";
 import TextArea from "antd/es/input/TextArea";
 import { useEffect, useState } from "react";
-import { createAnnotationTaskUsingPost } from "../../annotation.api";
+import { createAnnotationTaskUsingPost, queryAnnotationTemplatesUsingGet } from "../../annotation.api";
 import { Dataset } from "@/pages/DataManagement/dataset.model";
-import LabelingConfigEditor from "./LabelingConfigEditor";
-import { useRef } from "react";
+import type { AnnotationTemplate } from "../../annotation.model";
 
 export default function CreateAnnotationTask({
   open,
@@ -19,21 +18,42 @@ export default function CreateAnnotationTask({
 }) {
   const [form] = Form.useForm();
   const [datasets, setDatasets] = useState<Dataset[]>([]);
+  const [templates, setTemplates] = useState<AnnotationTemplate[]>([]);
   const [submitting, setSubmitting] = useState(false);
   const [nameManuallyEdited, setNameManuallyEdited] = useState(false);
-  const editorRef = useRef<any>(null);
-  const EDITOR_LIST_HEIGHT = 420;
 
   useEffect(() => {
     if (!open) return;
-    const fetchDatasets = async () => {
-      const { data } = await queryDatasetsUsingGet({
-        page: 0,
-        size: 1000,
-      });
-      setDatasets(data.content.map(mapDataset) || []);
+    const fetchData = async () => {
+      try {
+        // Fetch datasets
+        const { data: datasetData } = await queryDatasetsUsingGet({
+          page: 0,
+          size: 1000,
+        });
+        setDatasets(datasetData.content.map(mapDataset) || []);
+
+        // Fetch templates
+        const templateResponse = await queryAnnotationTemplatesUsingGet({
+          page: 1,
+          size: 100,  // Backend max is 100
+        });
+
+        // The API returns: {code, message, data: {content, total, page, ...}}
+        if (templateResponse.code === 200 && templateResponse.data) {
+          const fetchedTemplates = templateResponse.data.content || [];
+          console.log("Fetched templates:", fetchedTemplates);
+          setTemplates(fetchedTemplates);
+        } else {
+          console.error("Failed to fetch templates:", templateResponse);
+          setTemplates([]);
+        }
+      } catch (error) {
+        console.error("Error fetching data:", error);
+        setTemplates([]);
+      }
     };
-    fetchDatasets();
+    fetchData();
   }, [open]);
 
   // Reset form and manual-edit flag when modal opens
@@ -48,26 +68,28 @@ export default function CreateAnnotationTask({
     try {
       const values = await form.validateFields();
       setSubmitting(true);
-      await createAnnotationTaskUsingPost(values);
+
+      // Send templateId instead of labelingConfig
+      const requestData = {
+        name: values.name,
+        description: values.description,
+        datasetId: values.datasetId,
+        templateId: values.templateId,
+      };
+
+      await createAnnotationTaskUsingPost(requestData);
       message?.success?.("创建标注任务成功");
       onClose();
       onRefresh();
     } catch (err: any) {
       console.error("Create annotation task failed", err);
       const msg = err?.message || err?.data?.message || "创建失败，请稍后重试";
-      // show a user friendly message
       (message as any)?.error?.(msg);
     } finally {
       setSubmitting(false);
     }
   };
 
-  // Placeholder function: generates labeling interface from config
-  // For now it simply returns the parsed config (per requirement)
-  const generateLabelingInterface = (config: any) => {
-    return config;
-  };
-
   return (
     <Modal
       open={open}
@@ -83,7 +105,7 @@ export default function CreateAnnotationTask({
           </Button>
         </>
       }
-      width={1200}
+      width={800}
     >
       <Form form={form} layout="vertical">
         {/* 数据集 与 标注工程名称 并排显示（数据集在左） */}
@@ -132,67 +154,41 @@ export default function CreateAnnotationTask({
             />
           </Form.Item>
         </div>
+
         {/* 描述变为可选 */}
         <Form.Item label="描述" name="description">
           <TextArea placeholder="（可选）详细描述标注任务的要求和目标" rows={3} />
         </Form.Item>
 
-        {/* 标注页面设计 模块：左侧为配置编辑，右侧为预览（作为表单的一部分，与其他字段同级） */}
-        <div style={{ marginTop: 8 }}>
-          <label className="block font-medium mb-2">标注页面设计</label>
-          <div style={{ display: "grid", gridTemplateColumns: "minmax(360px, 1fr) 1fr", gridTemplateRows: "auto 1fr", gap: 16 }}>
-            {/* Row 1: buttons on the left, spacer on the right so preview aligns with editor below */}
-            <div style={{ gridColumn: 1, gridRow: 1, display: 'flex', gap: 8 }}>
-              <Button onClick={() => editorRef.current?.addLabel?.()}>添加标签</Button>
-              <Button type="primary" onClick={() => editorRef.current?.generate?.()}>生成标注页面配置</Button>
-            </div>
-
-            {/* empty spacer to occupy top-right cell so preview starts on the second row */}
-            <div style={{ gridColumn: 2, gridRow: 1 }} />
-
-            {/* Row 2, Col 1: 编辑列表（固定高度） */}
-            <div style={{ gridColumn: 1, gridRow: 2, height: EDITOR_LIST_HEIGHT, overflowY: 'auto', paddingRight: 8, border: '1px solid #e6e6e6', borderRadius: 6, padding: 12 }}>
-              <LabelingConfigEditor
-                ref={editorRef}
-                hideFooter={true}
-                initial={undefined}
-                onGenerate={(config: any) => {
-                  form.setFieldsValue({ labelingConfig: JSON.stringify(config, null, 2), labelingInterface: JSON.stringify(generateLabelingInterface(config), null, 2) });
-                }}
-              />
-              <Form.Item
-                name="labelingConfig"
-                rules={[
-                  {
-                    validator: async (_, value) => {
-                      if (!value || value === "") return Promise.resolve();
-                      try {
-                        JSON.parse(value);
-                        return Promise.resolve();
-                      } catch (e) {
-                        return Promise.reject(new Error("请输入有效的 JSON"));
-                      }
-                    },
-                  },
-                ]}
-                style={{ display: "none" }}
-              >
-                <Input />
-              </Form.Item>
-            </div>
-
-            {/* Row 2, Col 2: 预览，与编辑列表在同一行，保持一致高度 */}
-            <div style={{ gridColumn: 2, gridRow: 2, display: 'flex', flexDirection: 'column' }}>
-              <Form.Item name="labelingInterface" style={{ flex: 1 }}>
-                <TextArea
-                  placeholder="标注页面设计（只读，由标注配置生成）"
-                  disabled
-                  style={{ height: EDITOR_LIST_HEIGHT, resize: 'none' }}
-                />
-              </Form.Item>
-            </div>
-          </div>
-        </div>
+        {/* 标注模板选择 */}
+        <Form.Item
+          label="标注模板"
+          name="templateId"
+          rules={[{ required: true, message: "请选择标注模板" }]}
+        >
+          <Select
+            placeholder={templates.length === 0 ? "暂无可用模板，请先创建模板" : "请选择标注模板"}
+            showSearch
+            optionFilterProp="label"
+            notFoundContent={templates.length === 0 ? "暂无模板，请前往「标注模板」页面创建" : "未找到匹配的模板"}
+            options={templates.map((template) => ({
+              label: template.name,
+              value: template.id,
+              // Add description as subtitle
+              title: template.description,
+            }))}
+            optionRender={(option) => (
+              <div>
+                <div style={{ fontWeight: 500 }}>{option.label}</div>
+                {option.data.title && (
+                  <div style={{ fontSize: 12, color: '#999', marginTop: 2 }}>
+                    {option.data.title}
+                  </div>
+                )}
+              </div>
+            )}
+          />
+        </Form.Item>
       </Form>
     </Modal>
   );
diff --git a/frontend/src/pages/DataAnnotation/Home/DataAnnotation.tsx b/frontend/src/pages/DataAnnotation/Home/DataAnnotation.tsx
index 1564a64..de03254 100644
--- a/frontend/src/pages/DataAnnotation/Home/DataAnnotation.tsx
+++ b/frontend/src/pages/DataAnnotation/Home/DataAnnotation.tsx
@@ -1,5 +1,5 @@
 import { useState, useEffect } from "react";
-import { Card, Button, Table, message, Modal } from "antd";
+import { Card, Button, Table, message, Modal, Tabs } from "antd";
 import {
   PlusOutlined,
   EditOutlined,
@@ -16,13 +16,14 @@ import {
   syncAnnotationTaskUsingPost,
 } from "../annotation.api";
 import { mapAnnotationTask } from "../annotation.const";
-import CreateAnnotationTask from "../Create/components/CreateAnnptationTaskDialog";
+import CreateAnnotationTask from "../Create/components/CreateAnnotationTaskDialog";
 import { ColumnType } from "antd/es/table";
+import { TemplateList } from "../Template";
 // Note: DevelopmentInProgress intentionally not used here
 
 export default function DataAnnotation() {
   // return <DevelopmentInProgress showTime="2025.10.30" />;
-  // navigate not needed for label studio external redirect
+  const [activeTab, setActiveTab] = useState("tasks");
   const [viewMode, setViewMode] = useState<"list" | "card">("list");
   const [showCreateDialog, setShowCreateDialog] = useState(false);
 
@@ -46,10 +47,10 @@ export default function DataAnnotation() {
     let mounted = true;
     (async () => {
       try {
-        const baseUrl = `http://${window.location.hostname}:${window.location.port + 1}`;
-      if (mounted) setLabelStudioBase(baseUrl);
+        const baseUrl = `http://${window.location.hostname}:${parseInt(window.location.port) + 1}`;
+        if (mounted) setLabelStudioBase(baseUrl);
       } catch (e) {
-      if (mounted) setLabelStudioBase(null);
+        if (mounted) setLabelStudioBase(null);
       }
     })();
     return () => {
@@ -294,73 +295,104 @@ export default function DataAnnotation() {
       {/* Header */}
       <div className="flex items-center justify-between">
         <h1 className="text-xl font-bold">数据标注</h1>
-        <div className="flex items-center space-x-2">
-          {/* Batch action buttons - availability depends on selection count */}
-          <div className="flex items-center space-x-1">
-            <Button
-              onClick={() => handleBatchSync(50)}
-              disabled={selectedRowKeys.length === 0}
-            >
-              批量同步
-            </Button>
-            <Button
-              danger
-              onClick={handleBatchDelete}
-              disabled={selectedRowKeys.length === 0}
-            >
-              批量删除
-            </Button>
-          </div>
-          <Button
-            type="primary"
-            icon={<PlusOutlined />}
-            onClick={() => setShowCreateDialog(true)}
-          >
-            创建标注任务
-          </Button>
-        </div>
       </div>
 
-      {/* Filters Toolbar */}
-      <SearchControls
-        searchTerm={searchParams.keyword}
-        onSearchChange={(keyword) =>
-          setSearchParams({ ...searchParams, keyword })
-        }
-        searchPlaceholder="搜索任务名称、描述"
-        onFiltersChange={handleFiltersChange}
-        viewMode={viewMode}
-        onViewModeChange={setViewMode}
-        showViewToggle={true}
-        onReload={fetchData}
-      />
-      {/* Task List/Card */}
-      {viewMode === "list" ? (
-        <Card>
-          <Table
-            key="id"
-            rowKey="id"
-            loading={loading}
-            columns={columns}
-            dataSource={tableData}
-            pagination={pagination}
-            rowSelection={{
-              selectedRowKeys,
-              onChange: (keys, rows) => {
-                setSelectedRowKeys(keys as (string | number)[]);
-                setSelectedRows(rows as any[]);
-              },
-            }}
-            scroll={{ x: "max-content", y: "calc(100vh - 20rem)" }}
-          />
-        </Card>
-      ) : (
-        <CardView data={tableData} operations={operations as any} pagination={pagination} loading={loading} />
-      )}
-      <CreateAnnotationTask
-        open={showCreateDialog}
-        onClose={() => setShowCreateDialog(false)}
-        onRefresh={fetchData}
+      {/* Tabs */}
+      <Tabs
+        activeKey={activeTab}
+        onChange={setActiveTab}
+        items={[
+          {
+            key: "tasks",
+            label: "标注任务",
+            children: (
+              <div className="flex flex-col gap-4">
+                {/* Search, Filters and Buttons in one row */}
+                <div className="flex items-center justify-between gap-2">
+                  {/* Left side: Search and view controls */}
+                  <div className="flex items-center gap-2">
+                    <SearchControls
+                      searchTerm={searchParams.keyword}
+                      onSearchChange={(keyword) =>
+                        setSearchParams({ ...searchParams, keyword })
+                      }
+                      searchPlaceholder="搜索任务名称、描述"
+                      onFiltersChange={handleFiltersChange}
+                      viewMode={viewMode}
+                      onViewModeChange={setViewMode}
+                      showViewToggle={true}
+                      onReload={fetchData}
+                    />
+                  </div>
+
+                  {/* Right side: All action buttons */}
+                  <div className="flex items-center gap-2">
+                    <Button
+                      onClick={() => handleBatchSync(50)}
+                      disabled={selectedRowKeys.length === 0}
+                    >
+                      批量同步
+                    </Button>
+                    <Button
+                      danger
+                      onClick={handleBatchDelete}
+                      disabled={selectedRowKeys.length === 0}
+                    >
+                      批量删除
+                    </Button>
+                    <Button
+                      type="primary"
+                      icon={<PlusOutlined />}
+                      onClick={() => setShowCreateDialog(true)}
+                    >
+                      创建标注任务
+                    </Button>
+                  </div>
+                </div>
+
+                {/* Task List/Card */}
+                {viewMode === "list" ? (
+                  <Card>
+                    <Table
+                      key="id"
+                      rowKey="id"
+                      loading={loading}
+                      columns={columns}
+                      dataSource={tableData}
+                      pagination={pagination}
+                      rowSelection={{
+                        selectedRowKeys,
+                        onChange: (keys, rows) => {
+                          setSelectedRowKeys(keys as (string | number)[]);
+                          setSelectedRows(rows as any[]);
+                        },
+                      }}
+                      scroll={{ x: "max-content", y: "calc(100vh - 24rem)" }}
+                    />
+                  </Card>
+                ) : (
+                  <CardView
+                    data={tableData}
+                    operations={operations as any}
+                    pagination={pagination}
+                    loading={loading}
+                  />
+                )}
+
+                <CreateAnnotationTask
+                  open={showCreateDialog}
+                  onClose={() => setShowCreateDialog(false)}
+                  onRefresh={fetchData}
+                />
+              </div>
+            ),
+          },
+          {
+            key: "templates",
+            label: "标注模板",
+            children: <TemplateList />,
+          },
+        ]}
       />
     </div>
   );
diff --git a/frontend/src/pages/DataAnnotation/Template/TemplateDetail.tsx b/frontend/src/pages/DataAnnotation/Template/TemplateDetail.tsx
new file mode 100644
index 0000000..2efbf9e
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/Template/TemplateDetail.tsx
@@ -0,0 +1,152 @@
+import React from "react";
+import { Modal, Descriptions, Tag, Space, Divider, Card, Typography } from "antd";
+import type { AnnotationTemplate } from "../annotation.model";
+
+const { Text, Paragraph } = Typography;
+
+interface TemplateDetailProps {
+    visible: boolean;
+    template?: AnnotationTemplate;
+    onClose: () => void;
+}
+
+const TemplateDetail: React.FC<TemplateDetailProps> = ({
+    visible,
+    template,
+    onClose,
+}) => {
+    if (!template) return null;
+
+    return (
+        <Modal
+            title="Template Details"
+            open={visible}
+            onCancel={onClose}
+            footer={null}
+            width={800}
+        >
+            <Descriptions bordered column={2}>
+                <Descriptions.Item label="Name" span={2}>
+                    {template.name}
+                </Descriptions.Item>
+                <Descriptions.Item label="Description" span={2}>
+                    {template.description || "-"}
+                </Descriptions.Item>
+                <Descriptions.Item label="Data Type">
+                    <Tag color="cyan">{template.dataType}</Tag>
+                </Descriptions.Item>
+                <Descriptions.Item label="Labeling Type">
+                    <Tag color="geekblue">{template.labelingType}</Tag>
+                </Descriptions.Item>
+                <Descriptions.Item label="Category">
+                    <Tag color="blue">{template.category}</Tag>
+                </Descriptions.Item>
+                <Descriptions.Item label="Style">
+                    {template.style}
+                </Descriptions.Item>
+                <Descriptions.Item label="Type">
+                    <Tag color={template.builtIn ? "gold" : "default"}>
+                        {template.builtIn ? "Built-in" : "Custom"}
+                    </Tag>
+                </Descriptions.Item>
+                <Descriptions.Item label="Version">
+                    {template.version}
+                </Descriptions.Item>
+                <Descriptions.Item label="Created At" span={2}>
+                    {new Date(template.createdAt).toLocaleString()}
+                </Descriptions.Item>
+                {template.updatedAt && (
+                    <Descriptions.Item label="Updated At" span={2}>
+                        {new Date(template.updatedAt).toLocaleString()}
+                    </Descriptions.Item>
+                )}
+            </Descriptions>
+
+            <Divider>Configuration</Divider>
+
+            <Card title="Data Objects" size="small" style={{ marginBottom: 16 }}>
+                <Space direction="vertical" style={{ width: "100%" }}>
+                    {template.configuration.objects.map((obj, index) => (
+                        <Card key={index} size="small" type="inner">
+                            <Space>
+                                <Text strong>Name:</Text>
+                                <Tag>{obj.name}</Tag>
+                                <Text strong>Type:</Text>
+                                <Tag color="blue">{obj.type}</Tag>
+                                <Text strong>Value:</Text>
+                                <Tag color="green">{obj.value}</Tag>
+                            </Space>
+                        </Card>
+                    ))}
+                </Space>
+            </Card>
+
+            <Card title="Label Controls" size="small" style={{ marginBottom: 16 }}>
+                <Space direction="vertical" style={{ width: "100%" }} size="middle">
+                    {template.configuration.labels.map((label, index) => (
+                        <Card key={index} size="small" type="inner" title={`Control ${index + 1}`}>
+                            <Space direction="vertical" style={{ width: "100%" }}>
+                                <div>
+                                    <Text strong>From Name: </Text>
+                                    <Tag>{label.fromName}</Tag>
+                                    <Text strong style={{ marginLeft: 16 }}>To Name: </Text>
+                                    <Tag>{label.toName}</Tag>
+                                    <Text strong style={{ marginLeft: 16 }}>Type: </Text>
+                                    <Tag color="purple">{label.type}</Tag>
+                                    {label.required && <Tag color="red">Required</Tag>}
+                                </div>
+
+                                {label.description && (
+                                    <div>
+                                        <Text strong>Description: </Text>
+                                        <Text type="secondary">{label.description}</Text>
+                                    </div>
+                                )}
+
+                                {label.options && label.options.length > 0 && (
+                                    <div>
+                                        <Text strong>Options: </Text>
+                                        <div style={{ marginTop: 4 }}>
+                                            {label.options.map((opt, i) => (
+                                                <Tag key={i} color="cyan">{opt}</Tag>
+                                            ))}
+                                        </div>
+                                    </div>
+                                )}
+
+                                {label.labels && label.labels.length > 0 && (
+                                    <div>
+                                        <Text strong>Labels: </Text>
+                                        <div style={{ marginTop: 4 }}>
+                                            {label.labels.map((lbl, i) => (
+                                                <Tag key={i} color="geekblue">{lbl}</Tag>
+                                            ))}
+                                        </div>
+                                    </div>
+                                )}
+                            </Space>
+                        </Card>
+                    ))}
+                </Space>
+            </Card>
+
+            {template.labelConfig && (
+                <Card title="Label Studio XML Configuration" size="small">
+                    <Paragraph>
+                        <pre style={{
+                            background: "#f5f5f5",
+                            padding: 12,
+                            borderRadius: 4,
+                            overflow: "auto",
+                            maxHeight: 300
+                        }}>
+                            {template.labelConfig}
+                        </pre>
+                    </Paragraph>
+                </Card>
+            )}
+        </Modal>
+    );
+};
+
+export default TemplateDetail;
diff --git a/frontend/src/pages/DataAnnotation/Template/TemplateForm.tsx b/frontend/src/pages/DataAnnotation/Template/TemplateForm.tsx
new file mode 100644
index 0000000..106feff
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/Template/TemplateForm.tsx
@@ -0,0 +1,454 @@
+import React, { useState, useEffect } from "react";
+import {
+    Modal,
+    Form,
+    Input,
+    Select,
+    Button,
+    Space,
+    message,
+    Divider,
+    Card,
+    Checkbox,
+} from "antd";
+import { PlusOutlined, MinusCircleOutlined } from "@ant-design/icons";
+import {
+    createAnnotationTemplateUsingPost,
+    updateAnnotationTemplateByIdUsingPut,
+} from "../annotation.api";
+import type { AnnotationTemplate } from "../annotation.model";
+
+const { TextArea } = Input;
+const { Option } = Select;
+
+interface TemplateFormProps {
+    visible: boolean;
+    mode: "create" | "edit";
+    template?: AnnotationTemplate;
+    onSuccess: () => void;
+    onCancel: () => void;
+}
+
+const TemplateForm: React.FC<TemplateFormProps> = ({
+    visible,
+    mode,
+    template,
+    onSuccess,
+    onCancel,
+}) => {
+    const [form] = Form.useForm();
+    const [loading, setLoading] = useState(false);
+
+    useEffect(() => {
+        if (visible && template && mode === "edit") {
+            form.setFieldsValue({
+                name: template.name,
+                description: template.description,
+                dataType: template.dataType,
+                labelingType: template.labelingType,
+                style: template.style,
+                category: template.category,
+                labels: template.configuration.labels,
+                objects: template.configuration.objects,
+            });
+        } else if (visible && mode === "create") {
+            form.resetFields();
+            // Set default values
+            form.setFieldsValue({
+                style: "horizontal",
+                category: "custom",
+                labels: [],
+                objects: [{ name: "image", type: "Image", value: "$image" }],
+            });
+        }
+    }, [visible, template, mode, form]);
+
+    const handleSubmit = async () => {
+        try {
+            const values = await form.validateFields();
+            setLoading(true);
+
+            console.log("Form values:", values);
+
+            const requestData = {
+                name: values.name,
+                description: values.description,
+                dataType: values.dataType,
+                labelingType: values.labelingType,
+                style: values.style,
+                category: values.category,
+                configuration: {
+                    labels: values.labels,
+                    objects: values.objects,
+                },
+            };
+
+            console.log("Request data:", requestData);
+
+            let response;
+            if (mode === "create") {
+                response = await createAnnotationTemplateUsingPost(requestData);
+            } else {
+                response = await updateAnnotationTemplateByIdUsingPut(template!.id, requestData);
+            }
+
+            if (response.code === 200) {
+                message.success(`模板${mode === "create" ? "创建" : "更新"}成功`);
+                form.resetFields();
+                onSuccess();
+            } else {
+                message.error(response.message || `模板${mode === "create" ? "创建" : "更新"}失败`);
+            }
+        } catch (error: any) {
+            if (error.errorFields) {
+                message.error("请填写所有必填字段");
+            } else {
+                message.error(`模板${mode === "create" ? "创建" : "更新"}失败`);
+                console.error(error);
+            }
+        } finally {
+            setLoading(false);
+        }
+    };
+
+    const controlTypes = [
+        { value: "Choices", label: "选项 (单选/多选)" },
+        { value: "RectangleLabels", label: "矩形框 (目标检测)" },
+        { value: "PolygonLabels", label: "多边形" },
+        { value: "Labels", label: "标签 (文本高亮)" },
+        { value: "TextArea", label: "文本区域" },
+        { value: "Rating", label: "评分" },
+    ];
+
+    const objectTypes = [
+        { value: "Image", label: "图像" },
+        { value: "Text", label: "文本" },
+        { value: "Audio", label: "音频" },
+        { value: "Video", label: "视频" },
+    ];
+
+    const needsOptions = (type: string) => {
+        return ["Choices", "RectangleLabels", "PolygonLabels", "Labels"].includes(type);
+    };
+
+    return (
+        <Modal
+            title={mode === "create" ? "创建模板" : "编辑模板"}
+            open={visible}
+            onCancel={onCancel}
+            onOk={handleSubmit}
+            confirmLoading={loading}
+            width={900}
+            destroyOnClose
+        >
+            <Form
+                form={form}
+                layout="vertical"
+                style={{ maxHeight: "70vh", overflowY: "auto", paddingRight: 8 }}
+            >
+                <Form.Item
+                    label="模板名称"
+                    name="name"
+                    rules={[{ required: true, message: "请输入模板名称" }]}
+                >
+                    <Input placeholder="例如：产品质量分类" maxLength={100} />
+                </Form.Item>
+
+                <Form.Item label="描述" name="description">
+                    <TextArea
+                        placeholder="描述此模板的用途"
+                        rows={2}
+                        maxLength={500}
+                    />
+                </Form.Item>
+
+                <Space style={{ width: "100%" }} size="large">
+                    <Form.Item
+                        label="数据类型"
+                        name="dataType"
+                        rules={[{ required: true, message: "请选择数据类型" }]}
+                        style={{ width: 200 }}
+                    >
+                        <Select placeholder="选择数据类型">
+                            <Option value="image">图像</Option>
+                            <Option value="text">文本</Option>
+                            <Option value="audio">音频</Option>
+                            <Option value="video">视频</Option>
+                        </Select>
+                    </Form.Item>
+
+                    <Form.Item
+                        label="标注类型"
+                        name="labelingType"
+                        rules={[{ required: true, message: "请选择标注类型" }]}
+                        style={{ width: 220 }}
+                    >
+                        <Select placeholder="选择标注类型">
+                            <Option value="classification">分类</Option>
+                            <Option value="object-detection">目标检测</Option>
+                            <Option value="segmentation">分割</Option>
+                            <Option value="ner">命名实体识别</Option>
+                            <Option value="multi-stage">多阶段</Option>
+                        </Select>
+                    </Form.Item>
+
+                    <Form.Item
+                        label="样式"
+                        name="style"
+                        style={{ width: 150 }}
+                    >
+                        <Select>
+                            <Option value="horizontal">水平</Option>
+                            <Option value="vertical">垂直</Option>
+                        </Select>
+                    </Form.Item>
+
+                    <Form.Item
+                        label="分类"
+                        name="category"
+                        style={{ width: 180 }}
+                    >
+                        <Select>
+                            <Option value="computer-vision">计算机视觉</Option>
+                            <Option value="nlp">自然语言处理</Option>
+                            <Option value="audio">音频</Option>
+                            <Option value="quality-control">质量控制</Option>
+                            <Option value="custom">自定义</Option>
+                        </Select>
+                    </Form.Item>
+                </Space>
+
+                <Divider>数据对象</Divider>
+
+                <Form.List name="objects">
+                    {(fields, { add, remove }) => (
+                        <>
+                            {fields.map((field) => (
+                                <Card key={field.key} size="small" style={{ marginBottom: 8 }}>
+                                    <Space align="start" style={{ width: "100%" }}>
+                                        <Form.Item
+                                            {...field}
+                                            label="名称"
+                                            name={[field.name, "name"]}
+                                            rules={[{ required: true, message: "必填" }]}
+                                            style={{ marginBottom: 0, width: 150 }}
+                                        >
+                                            <Input placeholder="例如：image" />
+                                        </Form.Item>
+
+                                        <Form.Item
+                                            {...field}
+                                            label="类型"
+                                            name={[field.name, "type"]}
+                                            rules={[{ required: true, message: "必填" }]}
+                                            style={{ marginBottom: 0, width: 150 }}
+                                        >
+                                            <Select>
+                                                {objectTypes.map((t) => (
+                                                    <Option key={t.value} value={t.value}>
+                                                        {t.label}
+                                                    </Option>
+                                                ))}
+                                            </Select>
+                                        </Form.Item>
+
+                                        <Form.Item
+                                            {...field}
+                                            label="值"
+                                            name={[field.name, "value"]}
+                                            rules={[
+                                                { required: true, message: "必填" },
+                                                { pattern: /^\$/, message: "必须以 $ 开头" },
+                                            ]}
+                                            style={{ marginBottom: 0, width: 150 }}
+                                        >
+                                            <Input placeholder="$image" />
+                                        </Form.Item>
+
+                                        {fields.length > 1 && (
+                                            <MinusCircleOutlined
+                                                style={{ marginTop: 30, color: "red" }}
+                                                onClick={() => remove(field.name)}
+                                            />
+                                        )}
+                                    </Space>
+                                </Card>
+                            ))}
+                            <Button type="dashed" onClick={() => add()} block icon={<PlusOutlined />}>
+                                添加对象
+                            </Button>
+                        </>
+                    )}
+                </Form.List>
+
+                <Divider>标签控件</Divider>
+
+                <Form.List name="labels">
+                    {(fields, { add, remove }) => (
+                        <>
+                            {fields.map((field) => (
+                                <Card
+                                    key={field.key}
+                                    size="small"
+                                    style={{ marginBottom: 12 }}
+                                    title={
+                                        <Space>
+                                            <span>控件 {fields.indexOf(field) + 1}</span>
+                                            <Form.Item noStyle shouldUpdate>
+                                                {() => {
+                                                    const controlType = form.getFieldValue(["labels", field.name, "type"]);
+                                                    const fromName = form.getFieldValue(["labels", field.name, "fromName"]);
+                                                    if (controlType || fromName) {
+                                                        return (
+                                                            <span style={{ fontSize: 12, fontWeight: 'normal', color: '#999' }}>
+                                                                ({fromName || '未命名'} - {controlType || '未设置类型'})
+                                                            </span>
+                                                        );
+                                                    }
+                                                    return null;
+                                                }}
+                                            </Form.Item>
+                                        </Space>
+                                    }
+                                    extra={
+                                        <MinusCircleOutlined
+                                            style={{ color: "red" }}
+                                            onClick={() => remove(field.name)}
+                                        />
+                                    }
+                                >
+                                    <Space direction="vertical" style={{ width: "100%" }} size="middle">
+                                        {/* Row 1: 控件名称, 标注目标对象, 控件类型 */}
+                                        <div style={{ display: 'grid', gridTemplateColumns: '180px 220px 1fr auto', gap: 12, alignItems: 'flex-end' }}>
+                                            <Form.Item
+                                                {...field}
+                                                label="来源名称"
+                                                name={[field.name, "fromName"]}
+                                                rules={[{ required: true, message: "必填" }]}
+                                                style={{ marginBottom: 0 }}
+                                                tooltip="此控件的唯一标识符"
+                                            >
+                                                <Input placeholder="例如：choice" />
+                                            </Form.Item>
+
+                                            <Form.Item
+                                                {...field}
+                                                label="标注目标对象"
+                                                name={[field.name, "toName"]}
+                                                rules={[{ required: true, message: "必填" }]}
+                                                style={{ marginBottom: 0 }}
+                                                tooltip="选择此控件将标注哪个数据对象"
+                                                dependencies={['objects']}
+                                            >
+                                                <Select placeholder="选择数据对象">
+                                                    {(form.getFieldValue("objects") || []).map((obj: any, idx: number) => (
+                                                        <Option key={idx} value={obj?.name || ''}>
+                                                            {obj?.name || `对象 ${idx + 1}`} ({obj?.type || '未知类型'})
+                                                        </Option>
+                                                    ))}
+                                                </Select>
+                                            </Form.Item>
+
+                                            <Form.Item
+                                                {...field}
+                                                label="控件类型"
+                                                name={[field.name, "type"]}
+                                                rules={[{ required: true, message: "必填" }]}
+                                                style={{ marginBottom: 0 }}
+                                            >
+                                                <Select placeholder="选择控件类型">
+                                                    {controlTypes.map((t) => (
+                                                        <Option key={t.value} value={t.value}>
+                                                            {t.label}
+                                                        </Option>
+                                                    ))}
+                                                </Select>
+                                            </Form.Item>
+
+                                            <Form.Item
+                                                {...field}
+                                                label=" "
+                                                name={[field.name, "required"]}
+                                                valuePropName="checked"
+                                                style={{ marginBottom: 0 }}
+                                            >
+                                                <Checkbox>必填</Checkbox>
+                                            </Form.Item>
+                                        </div>
+
+                                        {/* Row 2: 取值范围定义（添加选项） - Conditionally rendered based on type */}
+                                        <Form.Item
+                                            noStyle
+                                            shouldUpdate={(prevValues, currentValues) => {
+                                                const prevType = prevValues.labels?.[field.name]?.type;
+                                                const currType = currentValues.labels?.[field.name]?.type;
+                                                return prevType !== currType;
+                                            }}
+                                        >
+                                            {({ getFieldValue }) => {
+                                                const controlType = getFieldValue(["labels", field.name, "type"]);
+                                                const fieldName = controlType === "Choices" ? "options" : "labels";
+
+                                                if (needsOptions(controlType)) {
+                                                    return (
+                                                        <Form.Item
+                                                            {...field}
+                                                            label={controlType === "Choices" ? "选项" : "标签"}
+                                                            name={[field.name, fieldName]}
+                                                            rules={[{ required: true, message: "至少需要一个选项" }]}
+                                                            style={{ marginBottom: 0 }}
+                                                        >
+                                                            <Select
+                                                                mode="tags"
+                                                                open={false}
+                                                                placeholder={
+                                                                    controlType === "Choices"
+                                                                        ? "输入选项内容，按回车添加。例如：是、否、不确定"
+                                                                        : "输入标签名称，按回车添加。例如：人物、车辆、建筑物"
+                                                                }
+                                                                style={{ width: "100%" }}
+                                                            />
+                                                        </Form.Item>
+                                                    );
+                                                }
+                                                return null;
+                                            }}
+                                        </Form.Item>
+
+                                        {/* Row 3: 描述 */}
+                                        <Form.Item
+                                            {...field}
+                                            label="描述"
+                                            name={[field.name, "description"]}
+                                            style={{ marginBottom: 0 }}
+                                            tooltip="向标注人员显示的帮助信息"
+                                        >
+                                            <Input placeholder="为标注人员提供此控件的使用说明" maxLength={200} />
+                                        </Form.Item>
+                                    </Space>
+                                </Card>
+                            ))}
+                            <Button
+                                type="dashed"
+                                onClick={() =>
+                                    add({
+                                        fromName: "",
+                                        toName: "",
+                                        type: "Choices",
+                                        required: false,
+                                    })
+                                }
+                                block
+                                icon={<PlusOutlined />}
+                            >
+                                添加标签控件
+                            </Button>
+                        </>
+                    )}
+                </Form.List>
+            </Form>
+        </Modal>
+    );
+};
+
+export default TemplateForm;
diff --git a/frontend/src/pages/DataAnnotation/Template/TemplateList.tsx b/frontend/src/pages/DataAnnotation/Template/TemplateList.tsx
new file mode 100644
index 0000000..3bd32b4
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/Template/TemplateList.tsx
@@ -0,0 +1,393 @@
+import React, { useState, useEffect } from "react";
+import {
+    Button,
+    Table,
+    Space,
+    Tag,
+    message,
+    Input,
+    Select,
+    Tooltip,
+    Popconfirm,
+    Card,
+} from "antd";
+import {
+    PlusOutlined,
+    EditOutlined,
+    DeleteOutlined,
+    EyeOutlined,
+    FilterOutlined,
+} from "@ant-design/icons";
+import type { ColumnsType } from "antd/es/table";
+import {
+    queryAnnotationTemplatesUsingGet,
+    deleteAnnotationTemplateByIdUsingDelete,
+} from "../annotation.api";
+import type { AnnotationTemplate } from "../annotation.model";
+import TemplateForm from "./TemplateForm.tsx";
+import TemplateDetail from "./TemplateDetail.tsx";
+
+const { Search } = Input;
+const { Option } = Select;
+
+const TemplateList: React.FC = () => {
+    const [templates, setTemplates] = useState<AnnotationTemplate[]>([]);
+    const [loading, setLoading] = useState(false);
+    const [total, setTotal] = useState(0);
+    const [page, setPage] = useState(1);
+    const [size, setSize] = useState(10);
+
+    // Filters
+    const [searchText, setSearchText] = useState("");
+    const [categoryFilter, setCategoryFilter] = useState<string | undefined>();
+    const [dataTypeFilter, setDataTypeFilter] = useState<string | undefined>();
+    const [labelingTypeFilter, setLabelingTypeFilter] = useState<string | undefined>();
+    const [builtInFilter, setBuiltInFilter] = useState<boolean | undefined>();
+
+    // Modals
+    const [isFormVisible, setIsFormVisible] = useState(false);
+    const [isDetailVisible, setIsDetailVisible] = useState(false);
+    const [selectedTemplate, setSelectedTemplate] = useState<AnnotationTemplate | undefined>();
+    const [formMode, setFormMode] = useState<"create" | "edit">("create");
+
+    useEffect(() => {
+        fetchTemplates();
+    }, [page, size, categoryFilter, dataTypeFilter, labelingTypeFilter, builtInFilter]);
+
+    const fetchTemplates = async () => {
+        setLoading(true);
+        try {
+            const params: any = {
+                page,
+                size,
+            };
+
+            if (categoryFilter) params.category = categoryFilter;
+            if (dataTypeFilter) params.dataType = dataTypeFilter;
+            if (labelingTypeFilter) params.labelingType = labelingTypeFilter;
+            if (builtInFilter !== undefined) params.builtIn = builtInFilter;
+
+            const response = await queryAnnotationTemplatesUsingGet(params);
+            if (response.code === 200 && response.data) {
+                setTemplates(response.data.content || []);
+                setTotal(response.data.total || 0);
+            }
+        } catch (error) {
+            message.error("获取模板列表失败");
+            console.error(error);
+        } finally {
+            setLoading(false);
+        }
+    };
+
+    const handleCreate = () => {
+        setFormMode("create");
+        setSelectedTemplate(undefined);
+        setIsFormVisible(true);
+    };
+
+    const handleEdit = (template: AnnotationTemplate) => {
+        setFormMode("edit");
+        setSelectedTemplate(template);
+        setIsFormVisible(true);
+    };
+
+    const handleView = (template: AnnotationTemplate) => {
+        setSelectedTemplate(template);
+        setIsDetailVisible(true);
+    };
+
+    const handleDelete = async (templateId: string) => {
+        try {
+            const response = await deleteAnnotationTemplateByIdUsingDelete(templateId);
+            if (response.code === 200) {
+                message.success("模板删除成功");
+                fetchTemplates();
+            } else {
+                message.error(response.message || "删除模板失败");
+            }
+        } catch (error) {
+            message.error("删除模板失败");
+            console.error(error);
+        }
+    };
+
+    const handleFormSuccess = () => {
+        setIsFormVisible(false);
+        fetchTemplates();
+    };
+
+    const handleClearFilters = () => {
+        setCategoryFilter(undefined);
+        setDataTypeFilter(undefined);
+        setLabelingTypeFilter(undefined);
+        setBuiltInFilter(undefined);
+        setSearchText("");
+    };
+
+    const getCategoryColor = (category: string) => {
+        const colors: Record<string, string> = {
+            "computer-vision": "blue",
+            "nlp": "green",
+            "audio": "purple",
+            "quality-control": "orange",
+            "custom": "default",
+        };
+        return colors[category] || "default";
+    };
+
+    const columns: ColumnsType<AnnotationTemplate> = [
+        {
+            title: "模板名称",
+            dataIndex: "name",
+            key: "name",
+            width: 200,
+            ellipsis: true,
+            filteredValue: searchText ? [searchText] : null,
+            onFilter: (value, record) =>
+                record.name.toLowerCase().includes(value.toString().toLowerCase()) ||
+                (record.description?.toLowerCase().includes(value.toString().toLowerCase()) ?? false),
+        },
+        {
+            title: "描述",
+            dataIndex: "description",
+            key: "description",
+            ellipsis: {
+                showTitle: false,
+            },
+            render: (description: string) => (
+                <Tooltip title={description}>
+                    <div
+                        style={{
+                            display: '-webkit-box',
+                            WebkitLineClamp: 2,
+                            WebkitBoxOrient: 'vertical',
+                            overflow: 'hidden',
+                            textOverflow: 'ellipsis',
+                            whiteSpace: 'normal',
+                            lineHeight: '1.5em',
+                            maxHeight: '3em',
+                        }}
+                    >
+                        {description}
+                    </div>
+                </Tooltip>
+            ),
+        },
+        {
+            title: "数据类型",
+            dataIndex: "dataType",
+            key: "dataType",
+            width: 120,
+            render: (dataType: string) => (
+                <Tag color="cyan">{dataType}</Tag>
+            ),
+        },
+        {
+            title: "标注类型",
+            dataIndex: "labelingType",
+            key: "labelingType",
+            width: 150,
+            render: (labelingType: string) => (
+                <Tag color="geekblue">{labelingType}</Tag>
+            ),
+        },
+        {
+            title: "分类",
+            dataIndex: "category",
+            key: "category",
+            width: 150,
+            render: (category: string) => (
+                <Tag color={getCategoryColor(category)}>{category}</Tag>
+            ),
+        },
+        {
+            title: "类型",
+            dataIndex: "builtIn",
+            key: "builtIn",
+            width: 100,
+            render: (builtIn: boolean) => (
+                <Tag color={builtIn ? "gold" : "default"}>
+                    {builtIn ? "系统内置" : "自定义"}
+                </Tag>
+            ),
+        },
+        {
+            title: "版本",
+            dataIndex: "version",
+            key: "version",
+            width: 80,
+        },
+        {
+            title: "创建时间",
+            dataIndex: "createdAt",
+            key: "createdAt",
+            width: 180,
+            render: (date: string) => new Date(date).toLocaleString(),
+        },
+        {
+            title: "操作",
+            key: "action",
+            width: 200,
+            fixed: "right",
+            render: (_, record) => (
+                <Space size="small">
+                    <Tooltip title="查看详情">
+                        <Button
+                            type="link"
+                            icon={<EyeOutlined />}
+                            onClick={() => handleView(record)}
+                        />
+                    </Tooltip>
+                    {!record.builtIn && (
+                        <>
+                            <Tooltip title="编辑">
+                                <Button
+                                    type="link"
+                                    icon={<EditOutlined />}
+                                    onClick={() => handleEdit(record)}
+                                />
+                            </Tooltip>
+                            <Popconfirm
+                                title="确定要删除这个模板吗？"
+                                onConfirm={() => handleDelete(record.id)}
+                                okText="确定"
+                                cancelText="取消"
+                            >
+                                <Tooltip title="删除">
+                                    <Button
+                                        type="link"
+                                        danger
+                                        icon={<DeleteOutlined />}
+                                    />
+                                </Tooltip>
+                            </Popconfirm>
+                        </>
+                    )}
+                </Space>
+            ),
+        },
+    ];
+
+    const hasActiveFilters = categoryFilter || dataTypeFilter || labelingTypeFilter || builtInFilter !== undefined;
+
+    return (
+        <div className="flex flex-col gap-4">
+            {/* Search, Filters and Buttons in one row */}
+            <div className="flex items-center justify-between gap-2">
+                {/* Left side: Search and Filters */}
+                <div className="flex items-center gap-2 flex-wrap">
+                    <Search
+                        placeholder="搜索模板..."
+                        allowClear
+                        style={{ width: 300 }}
+                        value={searchText}
+                        onChange={(e) => setSearchText(e.target.value)}
+                    />
+
+                    <Select
+                        placeholder="分类"
+                        allowClear
+                        style={{ width: 140 }}
+                        value={categoryFilter}
+                        onChange={setCategoryFilter}
+                    >
+                        <Option value="computer-vision">计算机视觉</Option>
+                        <Option value="nlp">自然语言处理</Option>
+                        <Option value="audio">音频</Option>
+                        <Option value="quality-control">质量控制</Option>
+                        <Option value="custom">自定义</Option>
+                    </Select>
+
+                    <Select
+                        placeholder="数据类型"
+                        allowClear
+                        style={{ width: 120 }}
+                        value={dataTypeFilter}
+                        onChange={setDataTypeFilter}
+                    >
+                        <Option value="image">图像</Option>
+                        <Option value="text">文本</Option>
+                        <Option value="audio">音频</Option>
+                        <Option value="video">视频</Option>
+                    </Select>
+
+                    <Select
+                        placeholder="标注类型"
+                        allowClear
+                        style={{ width: 140 }}
+                        value={labelingTypeFilter}
+                        onChange={setLabelingTypeFilter}
+                    >
+                        <Option value="classification">分类</Option>
+                        <Option value="object-detection">目标检测</Option>
+                        <Option value="segmentation">分割</Option>
+                        <Option value="ner">命名实体识别</Option>
+                    </Select>
+
+                    <Select
+                        placeholder="模板类型"
+                        allowClear
+                        style={{ width: 120 }}
+                        value={builtInFilter}
+                        onChange={setBuiltInFilter}
+                    >
+                        <Option value={true}>系统内置</Option>
+                        <Option value={false}>自定义</Option>
+                    </Select>
+
+                    {hasActiveFilters && (
+                        <Button icon={<FilterOutlined />} onClick={handleClearFilters}>
+                            清空筛选
+                        </Button>
+                    )}
+                </div>
+
+                {/* Right side: Create button */}
+                <div className="flex items-center gap-2">
+                    <Button type="primary" icon={<PlusOutlined />} onClick={handleCreate}>
+                        创建模板
+                    </Button>
+                </div>
+            </div>
+
+            <Card>
+                <Table
+                    columns={columns}
+                    dataSource={templates}
+                    rowKey="id"
+                    loading={loading}
+                    pagination={{
+                        current: page,
+                        pageSize: size,
+                        total: total,
+                        showSizeChanger: true,
+                        showTotal: (total) => `共 ${total} 个模板`,
+                        onChange: (page, pageSize) => {
+                            setPage(page);
+                            setSize(pageSize);
+                        },
+                    }}
+                    scroll={{ x: 1400, y: "calc(100vh - 24rem)" }}
+                />
+            </Card>
+
+            <TemplateForm
+                visible={isFormVisible}
+                mode={formMode}
+                template={selectedTemplate}
+                onSuccess={handleFormSuccess}
+                onCancel={() => setIsFormVisible(false)}
+            />
+
+            <TemplateDetail
+                visible={isDetailVisible}
+                template={selectedTemplate}
+                onClose={() => setIsDetailVisible(false)}
+            />
+        </div>
+    );
+};
+
+export default TemplateList;
+export { TemplateList };
diff --git a/frontend/src/pages/DataAnnotation/Template/index.ts b/frontend/src/pages/DataAnnotation/Template/index.ts
new file mode 100644
index 0000000..d57f223
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/Template/index.ts
@@ -0,0 +1,3 @@
+export { default as TemplateList } from "./TemplateList";
+export { default as TemplateForm } from "./TemplateForm";
+export { default as TemplateDetail } from "./TemplateDetail";
diff --git a/frontend/src/pages/DataAnnotation/annotation.api.ts b/frontend/src/pages/DataAnnotation/annotation.api.ts
index dc2dbc3..fe2e7d8 100644
--- a/frontend/src/pages/DataAnnotation/annotation.api.ts
+++ b/frontend/src/pages/DataAnnotation/annotation.api.ts
@@ -102,30 +102,30 @@ export function getAnnotationStatisticsUsingGet(params?: any) {
 
 // 标注模板管理
 export function queryAnnotationTemplatesUsingGet(params?: any) {
-  return get("/api/v1/annotation/templates", params);
+  return get("/api/annotation/templates", params);
 }
 
 export function createAnnotationTemplateUsingPost(data: any) {
-  return post("/api/v1/annotation/templates", data);
+  return post("/api/annotation/templates", data);
 }
 
 export function queryAnnotationTemplateByIdUsingGet(
   templateId: string | number
 ) {
-  return get(`/api/v1/annotation/templates/${templateId}`);
+  return get(`/api/annotation/templates/${templateId}`);
 }
 
 export function updateAnnotationTemplateByIdUsingPut(
   templateId: string | number,
   data: any
 ) {
-  return put(`/api/v1/annotation/templates/${templateId}`, data);
+  return put(`/api/annotation/templates/${templateId}`, data);
 }
 
 export function deleteAnnotationTemplateByIdUsingDelete(
   templateId: string | number
 ) {
-  return del(`/api/v1/annotation/templates/${templateId}`);
+  return del(`/api/annotation/templates/${templateId}`);
 }
 
 // 主动学习相关接口
diff --git a/frontend/src/pages/DataAnnotation/annotation.const.tsx b/frontend/src/pages/DataAnnotation/annotation.const.tsx
index bd2619b..b939333 100644
--- a/frontend/src/pages/DataAnnotation/annotation.const.tsx
+++ b/frontend/src/pages/DataAnnotation/annotation.const.tsx
@@ -51,8 +51,9 @@ export function mapAnnotationTask(task: any) {
     projId: labelingProjId,
     name: task.name,
     description: task.description || "",
-    createdAt: task.createdAt,
-    updatedAt: task.updatedAt,
+    datasetName: task.datasetName || task.dataset_name || "-",
+    createdAt: task.createdAt || task.created_at || "-",
+    updatedAt: task.updatedAt || task.updated_at || "-",
     icon: <StickyNote />,
     iconColor: "bg-blue-100",
     status: {
diff --git a/frontend/src/pages/DataAnnotation/annotation.model.ts b/frontend/src/pages/DataAnnotation/annotation.model.ts
index 5e61324..02b942d 100644
--- a/frontend/src/pages/DataAnnotation/annotation.model.ts
+++ b/frontend/src/pages/DataAnnotation/annotation.model.ts
@@ -13,9 +13,9 @@ export interface AnnotationTask {
   name: string;
   labelingProjId: string;
   datasetId: string;
-  
+
   annotationCount: number;
-  
+
   description?: string;
   assignedTo?: string;
   progress: number;
@@ -27,7 +27,54 @@ export interface AnnotationTask {
   status: AnnotationTaskStatus;
   totalDataCount: number;
   type: DatasetType;
-  
+
   createdAt: string;
   updatedAt: string;
 }
+
+// 标注模板相关类型
+export interface LabelDefinition {
+  fromName: string;
+  toName: string;
+  type: string;
+  options?: string[];
+  labels?: string[];
+  required?: boolean;
+  description?: string;
+}
+
+export interface ObjectDefinition {
+  name: string;
+  type: string;
+  value: string;
+}
+
+export interface TemplateConfiguration {
+  labels: LabelDefinition[];
+  objects: ObjectDefinition[];
+  metadata?: Record<string, any>;
+}
+
+export interface AnnotationTemplate {
+  id: string;
+  name: string;
+  description?: string;
+  dataType: string;
+  labelingType: string;
+  configuration: TemplateConfiguration;
+  labelConfig?: string;
+  style: string;
+  category: string;
+  builtIn: boolean;
+  version: string;
+  createdAt: string;
+  updatedAt?: string;
+}
+
+export interface AnnotationTemplateListResponse {
+  content: AnnotationTemplate[];
+  total: number;
+  page: number;
+  size: number;
+  totalPages: number;
+}
diff --git a/frontend/src/routes/routes.ts b/frontend/src/routes/routes.ts
index 5520649..74fba32 100644
--- a/frontend/src/routes/routes.ts
+++ b/frontend/src/routes/routes.ts
@@ -16,11 +16,6 @@ import CleansingTemplateCreate from "@/pages/DataCleansing/Create/CreateTempate"
 
 import DataAnnotation from "@/pages/DataAnnotation/Home/DataAnnotation";
 import AnnotationTaskCreate from "@/pages/DataAnnotation/Create/CreateTask";
-import AnnotationWorkspace from "@/pages/DataAnnotation/Annotate/AnnotationWorkSpace";
-import TextAnnotationWorkspace from "@/pages/DataAnnotation/Annotate/components/TextAnnotation";
-import ImageAnnotationWorkspace from "@/pages/DataAnnotation/Annotate/components/ImageAnnotation";
-import AudioAnnotationWorkspace from "@/pages/DataAnnotation/Annotate/components/AudioAnnotation";
-import VideoAnnotationWorkspace from "@/pages/DataAnnotation/Annotate/components/VideoAnnotation";
 
 import DataSynthesisPage from "@/pages/SynthesisTask/DataSynthesis";
 import InstructionTemplateCreate from "@/pages/SynthesisTask/CreateTemplate";
@@ -139,28 +134,6 @@ const router = createBrowserRouter([
             path: "create-task",
             Component: AnnotationTaskCreate,
           },
-          {
-            path: "task-annotate",
-            Component: AnnotationWorkspace,
-            children: [
-              {
-                path: "text/:id",
-                Component: TextAnnotationWorkspace,
-              },
-              {
-                path: "image/:id",
-                Component: ImageAnnotationWorkspace,
-              },
-              {
-                path: "audio/:id",
-                Component: AudioAnnotationWorkspace,
-              },
-              {
-                path: "video/:id",
-                Component: VideoAnnotationWorkspace,
-              },
-            ],
-          },
         ],
       },
       {
diff --git a/runtime/datamate-python/app/db/models/annotation_management.py b/runtime/datamate-python/app/db/models/annotation_management.py
index 4a21feb..70d1772 100644
--- a/runtime/datamate-python/app/db/models/annotation_management.py
+++ b/runtime/datamate-python/app/db/models/annotation_management.py
@@ -3,25 +3,32 @@ Tables of Annotation Management Module
 """
 
 import uuid
-from sqlalchemy import Column, String, BigInteger, Boolean, TIMESTAMP, Text, Integer, JSON, Date
+from sqlalchemy import Column, String, BigInteger, Boolean, TIMESTAMP, Text, Integer, JSON, Date, ForeignKey
 from sqlalchemy.sql import func
 
 from app.db.session import Base
 
 class AnnotationTemplate(Base):
-    """标注模板模型"""
+    """标注配置模板模型"""
     
     __tablename__ = "t_dm_annotation_templates"
     
-    id = Column(String(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="UUID主键ID")
-    name = Column(String(32), nullable=False, comment="模板名称")
-    description = Column(String(255), nullable=True, comment="模板描述")
-    configuration = Column(JSON, nullable=True, comment="配置信息（JSON格式）")
+    id = Column(String(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="UUID")
+    name = Column(String(100), nullable=False, comment="模板名称")
+    description = Column(String(500), nullable=True, comment="模板描述")
+    data_type = Column(String(50), nullable=False, comment="数据类型: image/text/audio/video/timeseries")
+    labeling_type = Column(String(50), nullable=False, comment="标注类型: classification/detection/segmentation/ner/relation/etc")
+    configuration = Column(JSON, nullable=False, comment="标注配置（包含labels定义等）")
+    style = Column(String(32), nullable=False, comment="样式配置: horizontal/vertical")
+    category = Column(String(50), default='custom', comment="模板分类: medical/general/custom/system")
+    built_in = Column(Boolean, default=False, comment="是否系统内置模板")
+    version = Column(String(20), default='1.0', comment="模板版本")
     created_at = Column(TIMESTAMP, server_default=func.current_timestamp(), comment="创建时间")
+    updated_at = Column(TIMESTAMP, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), comment="更新时间")
     deleted_at = Column(TIMESTAMP, nullable=True, comment="删除时间（软删除）")
     
     def __repr__(self):
-        return f"<AnnotationTemplate(id={self.id}, name={self.name})>"
+        return f"<AnnotationTemplate(id={self.id}, name={self.name}, data_type={self.data_type})>"
     
     @property
     def is_deleted(self) -> bool:
@@ -29,21 +36,23 @@ class AnnotationTemplate(Base):
         return self.deleted_at is not None
     
 class LabelingProject(Base):
-    """标注工程表"""
+    """标注项目模型"""
     
     __tablename__ = "t_dm_labeling_projects"
     
-    id = Column(String(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="UUID主键ID")
+    id = Column(String(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="UUID")
     dataset_id = Column(String(36), nullable=False, comment="数据集ID")
-    name = Column(String(32), nullable=False, comment="项目名称")
+    name = Column(String(100), nullable=False, comment="项目名称")
     labeling_project_id = Column(String(8), nullable=False, comment="Label Studio项目ID")
-    configuration = Column(JSON, nullable=True, comment="标签配置")
-    progress = Column(JSON, nullable=True, comment="标注进度统计")
+    template_id = Column(String(36), ForeignKey('t_dm_annotation_templates.id', ondelete='SET NULL'), nullable=True, comment="使用的模板ID")
+    configuration = Column(JSON, nullable=True, comment="项目配置（可能包含对模板的自定义修改）")
+    progress = Column(JSON, nullable=True, comment="项目进度信息")
     created_at = Column(TIMESTAMP, server_default=func.current_timestamp(), comment="创建时间")
+    updated_at = Column(TIMESTAMP, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), comment="更新时间")
     deleted_at = Column(TIMESTAMP, nullable=True, comment="删除时间（软删除）")
     
     def __repr__(self):
-        return f"<LabelingProject(id={self.id}, dataset_id={self.dataset_id}, name={self.name})>"
+        return f"<LabelingProject(id={self.id}, name={self.name}, dataset_id={self.dataset_id})>"
     
     @property
     def is_deleted(self) -> bool:
diff --git a/runtime/datamate-python/app/module/annotation/client/labelstudio/client.py b/runtime/datamate-python/app/module/annotation/client/labelstudio/client.py
index 19d31a8..5da5d8d 100644
--- a/runtime/datamate-python/app/module/annotation/client/labelstudio/client.py
+++ b/runtime/datamate-python/app/module/annotation/client/labelstudio/client.py
@@ -103,6 +103,7 @@ class Client:
         """创建Label Studio项目"""
         try:
             logger.debug(f"Creating Label Studio project: {title}")
+            logger.debug(f"Label Studio URL: {self.base_url}/api/projects")
             
             project_data = {
                 "title": title,
@@ -123,10 +124,28 @@ class Client:
             return project
         
         except httpx.HTTPStatusError as e:
-            logger.error(f"Create project failed HTTP {e.response.status_code}: {e.response.text}")
+            logger.error(
+                f"Create project failed - HTTP {e.response.status_code}\n"
+                f"URL: {e.request.url}\n"
+                f"Response Headers: {dict(e.response.headers)}\n"
+                f"Response Body: {e.response.text[:1000]}"  # First 1000 chars
+            )
+            return None
+        except httpx.ConnectError as e:
+            logger.error(
+                f"Failed to connect to Label Studio at {self.base_url}\n"
+                f"Error: {str(e)}\n"
+                f"Possible causes:\n"
+                f"  - Label Studio service is not running\n"
+                f"  - Incorrect URL configuration\n"
+                f"  - Network connectivity issue"
+            )
+            return None
+        except httpx.TimeoutException as e:
+            logger.error(f"Request to Label Studio timed out after {self.timeout}s: {str(e)}")
             return None
         except Exception as e:
-            logger.error(f"Error while creating Label Studio project: {e}")
+            logger.error(f"Error while creating Label Studio project: {str(e)}", exc_info=True)
             return None
     
     async def import_tasks(
diff --git a/runtime/datamate-python/app/module/annotation/interface/__init__.py b/runtime/datamate-python/app/module/annotation/interface/__init__.py
index 7c462dd..a1960db 100644
--- a/runtime/datamate-python/app/module/annotation/interface/__init__.py
+++ b/runtime/datamate-python/app/module/annotation/interface/__init__.py
@@ -3,6 +3,7 @@ from fastapi import APIRouter
 from .about import router as about_router
 from .project import router as project_router
 from .task import router as task_router
+from .template import router as template_router
 
 router = APIRouter(
     prefix="/annotation",
@@ -11,4 +12,5 @@ router = APIRouter(
 
 router.include_router(about_router)
 router.include_router(project_router)
-router.include_router(task_router)
\ No newline at end of file
+router.include_router(task_router)
+router.include_router(template_router)
\ No newline at end of file
diff --git a/runtime/datamate-python/app/module/annotation/interface/project.py b/runtime/datamate-python/app/module/annotation/interface/project.py
index e9c5c32..2136306 100644
--- a/runtime/datamate-python/app/module/annotation/interface/project.py
+++ b/runtime/datamate-python/app/module/annotation/interface/project.py
@@ -1,5 +1,6 @@
 from typing import Optional
 import math
+import uuid
 
 from fastapi import APIRouter, Depends, HTTPException, Query
 from sqlalchemy.ext.asyncio import AsyncSession
@@ -14,6 +15,7 @@ from app.core.config import settings
 from ..client import LabelStudioClient
 from ..service.mapping import DatasetMappingService
 from ..service.sync import SyncService
+from ..service.template import AnnotationTemplateService
 from ..schema import (
     DatasetMappingCreateRequest,
     DatasetMappingCreateResponse,
@@ -39,6 +41,8 @@ async def create_mapping(
     在数据库中记录这一关联关系，返回Label Studio数据集的ID
     
     注意：一个数据集可以创建多个标注项目
+    
+    支持通过 template_id 指定标注模板，如果提供了模板ID，则使用模板的配置
     """
     try:
         dm_client = DatasetManagementService(db)
@@ -46,6 +50,7 @@ async def create_mapping(
                                       token=settings.label_studio_user_token)
         mapping_service = DatasetMappingService(db)
         sync_service = SyncService(dm_client, ls_client, mapping_service)
+        template_service = AnnotationTemplateService()
         
         logger.info(f"Create dataset mapping request: {request.dataset_id}")
         
@@ -65,10 +70,24 @@ async def create_mapping(
                               dataset_info.description or \
                               f"Imported from DM dataset {dataset_info.name} ({dataset_info.id})"
 
+        # 如果提供了模板ID，获取模板配置
+        label_config = None
+        if request.template_id:
+            logger.info(f"Using template: {request.template_id}")
+            template = await template_service.get_template(db, request.template_id)
+            if not template:
+                raise HTTPException(
+                    status_code=404,
+                    detail=f"Template not found: {request.template_id}"
+                )
+            label_config = template.label_config
+            logger.debug(f"Template label config loaded for template: {template.name}")
+
         # 在Label Studio中创建项目
         project_data = await ls_client.create_project(
             title=project_name,
             description=project_description,
+            label_config=label_config  # 传递模板配置
         )
         
         if not project_data:
@@ -96,9 +115,11 @@ async def create_mapping(
             logger.info(f"Local storage configured for project {project_id}: {local_storage_path}")
 
         labeling_project = LabelingProject(
+                id=str(uuid.uuid4()),  # Generate UUID here
                 dataset_id=request.dataset_id,
                 labeling_project_id=str(project_id),
                 name=project_name,
+                template_id=request.template_id,  # Save template_id to database
             )
 
         # 创建映射关系，包含项目名称（先持久化映射以获得 mapping.id）
diff --git a/runtime/datamate-python/app/module/annotation/interface/template.py b/runtime/datamate-python/app/module/annotation/interface/template.py
new file mode 100644
index 0000000..30b30ad
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/interface/template.py
@@ -0,0 +1,137 @@
+"""
+Annotation Template API Endpoints
+"""
+from typing import Optional
+from fastapi import APIRouter, Depends, HTTPException, Query
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.db.session import get_db
+from app.module.shared.schema import StandardResponse
+from app.module.annotation.schema.template import (
+    CreateAnnotationTemplateRequest,
+    UpdateAnnotationTemplateRequest,
+    AnnotationTemplateResponse,
+    AnnotationTemplateListResponse
+)
+from app.module.annotation.service.template import AnnotationTemplateService
+
+router = APIRouter(prefix="/templates", tags=["Annotation Template"])
+
+template_service = AnnotationTemplateService()
+
+
+@router.post(
+    "",
+    response_model=StandardResponse[AnnotationTemplateResponse],
+    summary="创建标注模板"
+)
+async def create_template(
+    request: CreateAnnotationTemplateRequest,
+    db: AsyncSession = Depends(get_db)
+):
+    """
+    创建新的标注模板
+    
+    - **name**: 模板名称（必填，最多100字符）
+    - **description**: 模板描述（可选，最多500字符）
+    - **dataType**: 数据类型（必填）
+    - **labelingType**: 标注类型（必填）
+    - **configuration**: 标注配置（必填，包含labels和objects）
+    - **style**: 样式配置（默认horizontal）
+    - **category**: 模板分类（默认custom）
+    """
+    template = await template_service.create_template(db, request)
+    return StandardResponse(code=200, message="success", data=template)
+
+
+@router.get(
+    "/{template_id}",
+    response_model=StandardResponse[AnnotationTemplateResponse],
+    summary="获取模板详情"
+)
+async def get_template(
+    template_id: str,
+    db: AsyncSession = Depends(get_db)
+):
+    """
+    根据ID获取模板详情
+    """
+    template = await template_service.get_template(db, template_id)
+    if not template:
+        raise HTTPException(status_code=404, detail="Template not found")
+    return StandardResponse(code=200, message="success", data=template)
+
+
+@router.get(
+    "",
+    response_model=StandardResponse[AnnotationTemplateListResponse],
+    summary="获取模板列表"
+)
+async def list_templates(
+    page: int = Query(1, ge=1, description="页码"),
+    size: int = Query(10, ge=1, le=100, description="每页大小"),
+    category: Optional[str] = Query(None, description="分类筛选"),
+    dataType: Optional[str] = Query(None, alias="dataType", description="数据类型筛选"),
+    labelingType: Optional[str] = Query(None, alias="labelingType", description="标注类型筛选"),
+    builtIn: Optional[bool] = Query(None, alias="builtIn", description="是否内置模板"),
+    db: AsyncSession = Depends(get_db)
+):
+    """
+    获取模板列表，支持分页和筛选
+    
+    - **page**: 页码（从1开始）
+    - **size**: 每页大小（1-100）
+    - **category**: 模板分类筛选
+    - **dataType**: 数据类型筛选
+    - **labelingType**: 标注类型筛选
+    - **builtIn**: 是否只显示内置模板
+    """
+    templates = await template_service.list_templates(
+        db=db,
+        page=page,
+        size=size,
+        category=category,
+        data_type=dataType,
+        labeling_type=labelingType,
+        built_in=builtIn
+    )
+    return StandardResponse(code=200, message="success", data=templates)
+
+
+@router.put(
+    "/{template_id}",
+    response_model=StandardResponse[AnnotationTemplateResponse],
+    summary="更新模板"
+)
+async def update_template(
+    template_id: str,
+    request: UpdateAnnotationTemplateRequest,
+    db: AsyncSession = Depends(get_db)
+):
+    """
+    更新模板信息
+    
+    所有字段都是可选的，只更新提供的字段
+    """
+    template = await template_service.update_template(db, template_id, request)
+    if not template:
+        raise HTTPException(status_code=404, detail="Template not found")
+    return StandardResponse(code=200, message="success", data=template)
+
+
+@router.delete(
+    "/{template_id}",
+    response_model=StandardResponse[bool],
+    summary="删除模板"
+)
+async def delete_template(
+    template_id: str,
+    db: AsyncSession = Depends(get_db)
+):
+    """
+    删除模板（软删除）
+    """
+    success = await template_service.delete_template(db, template_id)
+    if not success:
+        raise HTTPException(status_code=404, detail="Template not found")
+    return StandardResponse(code=200, message="success", data=True)
diff --git a/runtime/datamate-python/app/module/annotation/schema/mapping.py b/runtime/datamate-python/app/module/annotation/schema/mapping.py
index 6103e38..3dda8ca 100644
--- a/runtime/datamate-python/app/module/annotation/schema/mapping.py
+++ b/runtime/datamate-python/app/module/annotation/schema/mapping.py
@@ -11,13 +11,14 @@ class DatasetMappingCreateRequest(BaseModel):
 
     Accept both snake_case and camelCase field names from frontend JSON by
     declaring explicit aliases. Frontend sends `datasetId`, `name`,
-    `description` (camelCase), so provide aliases so pydantic will map them
+    `description`, `templateId` (camelCase), so provide aliases so pydantic will map them
     to the internal attributes used in the service code (dataset_id, name,
-    description).
+    description, template_id).
     """
     dataset_id: str = Field(..., alias="datasetId", description="源数据集ID")
     name: Optional[str] = Field(None, alias="name", description="标注项目名称")
     description: Optional[str] = Field(None, alias="description", description="标注项目描述")
+    template_id: Optional[str] = Field(None, alias="templateId", description="标注模板ID")
 
     class Config:
         # allow population by field name when constructing model programmatically
@@ -34,13 +35,16 @@ class DatasetMappingUpdateRequest(BaseResponseModel):
     dataset_id: Optional[str] = Field(None, description="源数据集ID")
 
 class DatasetMappingResponse(BaseModel):
-    dataset_id: str = Field(..., description="源数据集ID")
     """数据集映射 查询 响应模型"""
     id: str = Field(..., description="映射UUID")
-    labeling_project_id: str = Field(..., description="标注项目ID")
+    dataset_id: str = Field(..., alias="datasetId", description="源数据集ID")
+    dataset_name: Optional[str] = Field(None, alias="datasetName", description="数据集名称")
+    labeling_project_id: str = Field(..., alias="labelingProjectId", description="标注项目ID")
     name: Optional[str] = Field(None, description="标注项目名称")
-    created_at: datetime = Field(..., description="创建时间")
-    deleted_at: Optional[datetime] = Field(None, description="删除时间")
+    description: Optional[str] = Field(None, description="标注项目描述")
+    created_at: datetime = Field(..., alias="createdAt", description="创建时间")
+    updated_at: Optional[datetime] = Field(None, alias="updatedAt", description="更新时间")
+    deleted_at: Optional[datetime] = Field(None, alias="deletedAt", description="删除时间")
     
     class Config:
         from_attributes = True
diff --git a/runtime/datamate-python/app/module/annotation/schema/template.py b/runtime/datamate-python/app/module/annotation/schema/template.py
new file mode 100644
index 0000000..a5b7f38
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/schema/template.py
@@ -0,0 +1,93 @@
+"""
+Annotation Template Schemas
+"""
+from typing import List, Dict, Any, Optional, Literal
+from datetime import datetime
+from pydantic import BaseModel, Field, ConfigDict
+
+
+class LabelDefinition(BaseModel):
+    """标签定义"""
+    from_name: str = Field(alias="fromName", description="控件名称")
+    to_name: str = Field(alias="toName", description="目标对象名称")
+    type: str = Field(description="控件类型: choices/rectanglelabels/polygonlabels/textarea/etc")
+    options: Optional[List[str]] = Field(None, description="选项列表（用于choices类型）")
+    labels: Optional[List[str]] = Field(None, description="标签列表（用于rectanglelabels等类型）")
+    required: bool = Field(False, description="是否必填")
+    description: Optional[str] = Field(None, description="标签描述")
+    
+    model_config = ConfigDict(populate_by_name=True)
+
+
+class ObjectDefinition(BaseModel):
+    """对象定义"""
+    name: str = Field(description="对象标识符")
+    type: str = Field(description="对象类型: Image/Text/Audio/Video/etc")
+    value: str = Field(description="变量名，如$image")
+    
+    model_config = ConfigDict(populate_by_name=True)
+
+
+class TemplateConfiguration(BaseModel):
+    """模板配置结构"""
+    labels: List[LabelDefinition] = Field(description="标签定义列表")
+    objects: List[ObjectDefinition] = Field(description="对象定义列表")
+    metadata: Optional[Dict[str, Any]] = Field(None, description="额外元数据")
+    
+    model_config = ConfigDict(populate_by_name=True)
+
+
+class CreateAnnotationTemplateRequest(BaseModel):
+    """创建标注模板请求"""
+    name: str = Field(..., min_length=1, max_length=100, description="模板名称")
+    description: Optional[str] = Field(None, max_length=500, description="模板描述")
+    data_type: str = Field(alias="dataType", description="数据类型")
+    labeling_type: str = Field(alias="labelingType", description="标注类型")
+    configuration: TemplateConfiguration = Field(..., description="标注配置")
+    style: str = Field(default="horizontal", description="样式配置")
+    category: str = Field(default="custom", description="模板分类")
+    
+    model_config = ConfigDict(populate_by_name=True)
+
+
+class UpdateAnnotationTemplateRequest(BaseModel):
+    """更新标注模板请求"""
+    name: Optional[str] = Field(None, min_length=1, max_length=100, description="模板名称")
+    description: Optional[str] = Field(None, max_length=500, description="模板描述")
+    data_type: Optional[str] = Field(None, alias="dataType", description="数据类型")
+    labeling_type: Optional[str] = Field(None, alias="labelingType", description="标注类型")
+    configuration: Optional[TemplateConfiguration] = Field(None, description="标注配置")
+    style: Optional[str] = Field(None, description="样式配置")
+    category: Optional[str] = Field(None, description="模板分类")
+    
+    model_config = ConfigDict(populate_by_name=True)
+
+
+class AnnotationTemplateResponse(BaseModel):
+    """标注模板响应"""
+    id: str = Field(..., description="模板ID")
+    name: str = Field(..., description="模板名称")
+    description: Optional[str] = Field(None, description="模板描述")
+    data_type: str = Field(alias="dataType", description="数据类型")
+    labeling_type: str = Field(alias="labelingType", description="标注类型")
+    configuration: TemplateConfiguration = Field(..., description="标注配置")
+    label_config: Optional[str] = Field(None, alias="labelConfig", description="生成的Label Studio XML配置")
+    style: str = Field(..., description="样式配置")
+    category: str = Field(..., description="模板分类")
+    built_in: bool = Field(alias="builtIn", description="是否内置模板")
+    version: str = Field(..., description="版本号")
+    created_at: datetime = Field(alias="createdAt", description="创建时间")
+    updated_at: Optional[datetime] = Field(None, alias="updatedAt", description="更新时间")
+    
+    model_config = ConfigDict(populate_by_name=True, from_attributes=True)
+
+
+class AnnotationTemplateListResponse(BaseModel):
+    """模板列表响应"""
+    content: List[AnnotationTemplateResponse] = Field(..., description="模板列表")
+    total: int = Field(..., description="总数")
+    page: int = Field(..., description="当前页")
+    size: int = Field(..., description="每页大小")
+    total_pages: int = Field(alias="totalPages", description="总页数")
+    
+    model_config = ConfigDict(populate_by_name=True)
diff --git a/runtime/datamate-python/app/module/annotation/service/mapping.py b/runtime/datamate-python/app/module/annotation/service/mapping.py
index 426b37d..bb0253e 100644
--- a/runtime/datamate-python/app/module/annotation/service/mapping.py
+++ b/runtime/datamate-python/app/module/annotation/service/mapping.py
@@ -1,12 +1,14 @@
 from sqlalchemy.ext.asyncio import AsyncSession
 from sqlalchemy.future import select
 from sqlalchemy import update, func
+from sqlalchemy.orm import aliased
 from typing import Optional, List, Tuple
 from datetime import datetime
 import uuid
 
 from app.core.logging import get_logger
 from app.db.models import LabelingProject
+from app.db.models.dataset_management import Dataset
 from app.module.annotation.schema import (
     DatasetMappingCreateRequest, 
     DatasetMappingUpdateRequest, 
@@ -21,6 +23,61 @@ class DatasetMappingService:
     def __init__(self, db: AsyncSession):
         self.db = db
     
+    def _build_query_with_dataset_name(self):
+        """Build base query with dataset name joined"""
+        return select(
+            LabelingProject,
+            Dataset.name.label('dataset_name')
+        ).outerjoin(
+            Dataset,
+            LabelingProject.dataset_id == Dataset.id
+        )
+    
+    def _to_response_from_row(self, row) -> DatasetMappingResponse:
+        """Convert query row (mapping + dataset_name) to response"""
+        mapping = row[0]  # LabelingProject object
+        dataset_name = row[1]  # dataset_name from join
+        
+        response_data = {
+            "id": mapping.id,
+            "dataset_id": mapping.dataset_id,
+            "dataset_name": dataset_name,
+            "labeling_project_id": mapping.labeling_project_id,
+            "name": mapping.name,
+            "description": getattr(mapping, 'description', None),
+            "created_at": mapping.created_at,
+            "updated_at": mapping.updated_at,
+            "deleted_at": mapping.deleted_at,
+        }
+        
+        return DatasetMappingResponse(**response_data)
+    
+    async def _to_response(self, mapping: LabelingProject) -> DatasetMappingResponse:
+        """Convert ORM model to response with dataset name (for single entity operations)"""
+        # Fetch dataset name
+        dataset_name = None
+        dataset_id = getattr(mapping, 'dataset_id', None)
+        if dataset_id:
+            dataset_result = await self.db.execute(
+                select(Dataset.name).where(Dataset.id == dataset_id)
+            )
+            dataset_name = dataset_result.scalar_one_or_none()
+        
+        # Create response dict with all fields
+        response_data = {
+            "id": mapping.id,
+            "dataset_id": dataset_id,
+            "dataset_name": dataset_name,
+            "labeling_project_id": mapping.labeling_project_id,
+            "name": mapping.name,
+            "description": getattr(mapping, 'description', None),
+            "created_at": mapping.created_at,
+            "updated_at": mapping.updated_at,
+            "deleted_at": mapping.deleted_at,
+        }
+        
+        return DatasetMappingResponse(**response_data)
+    
     async def create_mapping(
         self, 
         labeling_project: LabelingProject
@@ -28,19 +85,13 @@ class DatasetMappingService:
         """创建数据集映射"""
         logger.info(f"Create dataset mapping: {labeling_project.dataset_id} -> {labeling_project.labeling_project_id}")
         
-        db_mapping = LabelingProject(
-            id=str(uuid.uuid4()),
-            dataset_id=labeling_project.dataset_id,
-            labeling_project_id=labeling_project.labeling_project_id,
-            name=labeling_project.name
-        )
-
-        self.db.add(db_mapping)
+        # Use the passed object directly
+        self.db.add(labeling_project)
         await self.db.commit()
-        await self.db.refresh(db_mapping)
+        await self.db.refresh(labeling_project)
         
-        logger.debug(f"Mapping created: {db_mapping.id}")
-        return DatasetMappingResponse.model_validate(db_mapping)
+        logger.debug(f"Mapping created: {labeling_project.id}")
+        return await self._to_response(labeling_project)
     
     async def get_mapping_by_source_uuid(
         self, 
@@ -59,7 +110,7 @@ class DatasetMappingService:
         
         if mapping:
             logger.debug(f"Found mapping: {mapping.id}")
-            return DatasetMappingResponse.model_validate(mapping)
+            return await self._to_response(mapping)
         
         logger.debug(f"No mapping found for source dataset id: {dataset_id}")
         return None
@@ -72,7 +123,7 @@ class DatasetMappingService:
         """根据源数据集ID获取所有映射关系"""
         logger.debug(f"Get all mappings by source dataset id: {dataset_id}")
         
-        query = select(LabelingProject).where(
+        query = self._build_query_with_dataset_name().where(
             LabelingProject.dataset_id == dataset_id
         )
         
@@ -82,10 +133,10 @@ class DatasetMappingService:
         result = await self.db.execute(
             query.order_by(LabelingProject.created_at.desc())
         )
-        mappings = result.scalars().all()
+        rows = result.all()
         
-        logger.debug(f"Found {len(mappings)} mappings")
-        return [DatasetMappingResponse.model_validate(mapping) for mapping in mappings]
+        logger.debug(f"Found {len(rows)} mappings")
+        return [self._to_response_from_row(row) for row in rows]
     
     async def get_mapping_by_labeling_project_id(
         self, 
@@ -103,8 +154,8 @@ class DatasetMappingService:
         mapping = result.scalar_one_or_none()
         
         if mapping:
-            logger.debug(f"Found mapping: {mapping.mapping_id}")
-            return DatasetMappingResponse.model_validate(mapping)
+            logger.debug(f"Found mapping: {mapping.id}")
+            return await self._to_response(mapping)
         
         logger.debug(f"No mapping found for Label Studio project id: {labeling_project_id}")
         return None
@@ -123,9 +174,9 @@ class DatasetMappingService:
         
         if mapping:
             logger.debug(f"Found mapping: {mapping.id}")
-            return DatasetMappingResponse.model_validate(mapping)
+            return await self._to_response(mapping)
         
-        logger.debug(f"Mapping not found: {mapping_id}")
+        logger.debug(f"No mapping found for mapping id: {mapping_id}")
         return None
     
     async def update_mapping(
@@ -184,17 +235,20 @@ class DatasetMappingService:
         """获取所有有效映射"""
         logger.debug(f"List all mappings, skip: {skip}, limit: {limit}")
         
+        query = self._build_query_with_dataset_name().where(
+            LabelingProject.deleted_at.is_(None)
+        )
+        
         result = await self.db.execute(
-            select(LabelingProject)
-            .where(LabelingProject.deleted_at.is_(None))
+            query
             .offset(skip)
             .limit(limit)
             .order_by(LabelingProject.created_at.desc())
         )
-        mappings = result.scalars().all()
+        rows = result.all()
         
-        logger.debug(f"Found {len(mappings)} mappings")
-        return [DatasetMappingResponse.model_validate(mapping) for mapping in mappings]
+        logger.debug(f"Found {len(rows)} mappings")
+        return [self._to_response_from_row(row) for row in rows]
     
     async def count_mappings(self, include_deleted: bool = False) -> int:
         """统计映射总数"""
@@ -216,7 +270,7 @@ class DatasetMappingService:
         logger.debug(f"List all mappings with count, skip: {skip}, limit: {limit}")
         
         # 构建查询
-        query = select(LabelingProject)
+        query = self._build_query_with_dataset_name()
         if not include_deleted:
             query = query.where(LabelingProject.deleted_at.is_(None))
         
@@ -235,10 +289,10 @@ class DatasetMappingService:
             .limit(limit)
             .order_by(LabelingProject.created_at.desc())
         )
-        mappings = result.scalars().all()
+        rows = result.all()
         
-        logger.debug(f"Found {len(mappings)} mappings, total: {total}")
-        return [DatasetMappingResponse.model_validate(mapping) for mapping in mappings], total
+        logger.debug(f"Found {len(rows)} mappings, total: {total}")
+        return [self._to_response_from_row(row) for row in rows], total
     
     async def get_mappings_by_source_with_count(
         self,
@@ -251,7 +305,7 @@ class DatasetMappingService:
         logger.debug(f"Get mappings by source dataset id with count: {dataset_id}")
         
         # 构建查询
-        query = select(LabelingProject).where(
+        query = self._build_query_with_dataset_name().where(
             LabelingProject.dataset_id == dataset_id
         )
         
@@ -275,7 +329,7 @@ class DatasetMappingService:
             .limit(limit)
             .order_by(LabelingProject.created_at.desc())
         )
-        mappings = result.scalars().all()
+        rows = result.all()
         
-        logger.debug(f"Found {len(mappings)} mappings, total: {total}")
-        return [DatasetMappingResponse.model_validate(mapping) for mapping in mappings], total
\ No newline at end of file
+        logger.debug(f"Found {len(rows)} mappings, total: {total}")
+        return [self._to_response_from_row(row) for row in rows], total
\ No newline at end of file
diff --git a/runtime/datamate-python/app/module/annotation/service/template.py b/runtime/datamate-python/app/module/annotation/service/template.py
new file mode 100644
index 0000000..1a1e4a7
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/service/template.py
@@ -0,0 +1,327 @@
+"""
+Annotation Template Service
+"""
+from typing import Optional, List
+from datetime import datetime
+from sqlalchemy import select, func
+from sqlalchemy.ext.asyncio import AsyncSession
+from uuid import uuid4
+from fastapi import HTTPException
+
+from app.db.models.annotation_management import AnnotationTemplate
+from app.module.annotation.schema.template import (
+    CreateAnnotationTemplateRequest,
+    UpdateAnnotationTemplateRequest,
+    AnnotationTemplateResponse,
+    AnnotationTemplateListResponse,
+    TemplateConfiguration
+)
+from app.module.annotation.utils.config_validator import LabelStudioConfigValidator
+
+
+class AnnotationTemplateService:
+    """标注模板服务"""
+    
+    @staticmethod
+    def generate_label_studio_config(config: TemplateConfiguration) -> str:
+        """
+        从配置JSON生成Label Studio XML配置
+        
+        Args:
+            config: 模板配置对象
+            
+        Returns:
+            Label Studio XML字符串
+        """
+        xml_parts = ['<View>']
+        
+        # 生成对象定义
+        for obj in config.objects:
+            obj_attrs = [
+                f'name="{obj.name}"',
+                f'value="{obj.value}"'
+            ]
+            xml_parts.append(f'  <{obj.type} {" ".join(obj_attrs)}/>')
+        
+        # 生成标签定义
+        for label in config.labels:
+            label_attrs = [
+                f'name="{label.from_name}"',
+                f'toName="{label.to_name}"'
+            ]
+            
+            # 添加可选属性
+            if label.required:
+                label_attrs.append('required="true"')
+            
+            tag_type = label.type.capitalize() if label.type else "Choices"
+            
+            # 处理带选项的标签类型
+            if label.options or label.labels:
+                choices = label.options or label.labels or []
+                xml_parts.append(f'  <{tag_type} {" ".join(label_attrs)}>')
+                for choice in choices:
+                    xml_parts.append(f'    <Label value="{choice}"/>')
+                xml_parts.append(f'  </{tag_type}>')
+            else:
+                # 处理简单标签类型
+                xml_parts.append(f'  <{tag_type} {" ".join(label_attrs)}/>')
+        
+        xml_parts.append('</View>')
+        return '\n'.join(xml_parts)
+    
+    async def create_template(
+        self,
+        db: AsyncSession,
+        request: CreateAnnotationTemplateRequest
+    ) -> AnnotationTemplateResponse:
+        """
+        创建标注模板
+        
+        Args:
+            db: 数据库会话
+            request: 创建请求
+            
+        Returns:
+            创建的模板响应
+        """
+        # 验证配置JSON
+        config_dict = request.configuration.model_dump(mode='json', by_alias=False)
+        valid, error = LabelStudioConfigValidator.validate_configuration_json(config_dict)
+        if not valid:
+            raise HTTPException(status_code=400, detail=f"Invalid configuration: {error}")
+        
+        # 生成Label Studio XML配置（用于验证，但不存储）
+        label_config = self.generate_label_studio_config(request.configuration)
+        
+        # 验证生成的XML
+        valid, error = LabelStudioConfigValidator.validate_xml(label_config)
+        if not valid:
+            raise HTTPException(status_code=400, detail=f"Generated XML is invalid: {error}")
+        
+        # 创建模板对象（不包含label_config字段）
+        template = AnnotationTemplate(
+            id=str(uuid4()),
+            name=request.name,
+            description=request.description,
+            data_type=request.data_type,
+            labeling_type=request.labeling_type,
+            configuration=config_dict,
+            style=request.style,
+            category=request.category,
+            built_in=False,
+            version="1.0.0",
+            created_at=datetime.now()
+        )
+        
+        db.add(template)
+        await db.commit()
+        await db.refresh(template)
+        
+        return self._to_response(template)
+    
+    async def get_template(
+        self,
+        db: AsyncSession,
+        template_id: str
+    ) -> Optional[AnnotationTemplateResponse]:
+        """
+        获取单个模板
+        
+        Args:
+            db: 数据库会话
+            template_id: 模板ID
+            
+        Returns:
+            模板响应或None
+        """
+        result = await db.execute(
+            select(AnnotationTemplate)
+            .where(
+                AnnotationTemplate.id == template_id,
+                AnnotationTemplate.deleted_at.is_(None)
+            )
+        )
+        template = result.scalar_one_or_none()
+        
+        if template:
+            return self._to_response(template)
+        return None
+    
+    async def list_templates(
+        self,
+        db: AsyncSession,
+        page: int = 1,
+        size: int = 10,
+        category: Optional[str] = None,
+        data_type: Optional[str] = None,
+        labeling_type: Optional[str] = None,
+        built_in: Optional[bool] = None
+    ) -> AnnotationTemplateListResponse:
+        """
+        获取模板列表
+        
+        Args:
+            db: 数据库会话
+            page: 页码
+            size: 每页大小
+            category: 分类筛选
+            data_type: 数据类型筛选
+            labeling_type: 标注类型筛选
+            built_in: 是否内置模板筛选
+            
+        Returns:
+            模板列表响应
+        """
+        # 构建查询条件
+        conditions: List = [AnnotationTemplate.deleted_at.is_(None)]
+        
+        if category:
+            conditions.append(AnnotationTemplate.category == category)  # type: ignore
+        if data_type:
+            conditions.append(AnnotationTemplate.data_type == data_type)  # type: ignore
+        if labeling_type:
+            conditions.append(AnnotationTemplate.labeling_type == labeling_type)  # type: ignore
+        if built_in is not None:
+            conditions.append(AnnotationTemplate.built_in == built_in)  # type: ignore
+        
+        # 查询总数
+        count_result = await db.execute(
+            select(func.count()).select_from(AnnotationTemplate).where(*conditions)
+        )
+        total = count_result.scalar() or 0
+        
+        # 分页查询
+        result = await db.execute(
+            select(AnnotationTemplate)
+            .where(*conditions)
+            .order_by(AnnotationTemplate.created_at.desc())
+            .limit(size)
+            .offset((page - 1) * size)
+        )
+        templates = result.scalars().all()
+        
+        return AnnotationTemplateListResponse(
+            content=[self._to_response(t) for t in templates],
+            total=total,
+            page=page,
+            size=size,
+            totalPages=(total + size - 1) // size
+        )
+    
+    async def update_template(
+        self,
+        db: AsyncSession,
+        template_id: str,
+        request: UpdateAnnotationTemplateRequest
+    ) -> Optional[AnnotationTemplateResponse]:
+        """
+        更新模板
+        
+        Args:
+            db: 数据库会话
+            template_id: 模板ID
+            request: 更新请求
+            
+        Returns:
+            更新后的模板响应或None
+        """
+        result = await db.execute(
+            select(AnnotationTemplate)
+            .where(
+                AnnotationTemplate.id == template_id,
+                AnnotationTemplate.deleted_at.is_(None)
+            )
+        )
+        template = result.scalar_one_or_none()
+        
+        if not template:
+            return None
+        
+        # 更新字段
+        update_data = request.model_dump(exclude_unset=True, by_alias=False)
+        
+        for field, value in update_data.items():
+            if field == 'configuration' and value is not None:
+                # 验证配置JSON
+                config_dict = value.model_dump(mode='json', by_alias=False)
+                valid, error = LabelStudioConfigValidator.validate_configuration_json(config_dict)
+                if not valid:
+                    raise HTTPException(status_code=400, detail=f"Invalid configuration: {error}")
+                
+                # 重新生成Label Studio XML配置（用于验证）
+                label_config = self.generate_label_studio_config(value)
+                
+                # 验证生成的XML
+                valid, error = LabelStudioConfigValidator.validate_xml(label_config)
+                if not valid:
+                    raise HTTPException(status_code=400, detail=f"Generated XML is invalid: {error}")
+                
+                # 只更新configuration字段，不存储label_config
+                setattr(template, field, config_dict)
+            else:
+                setattr(template, field, value)
+        
+        template.updated_at = datetime.now()  # type: ignore
+        
+        await db.commit()
+        await db.refresh(template)
+        
+        return self._to_response(template)
+    
+    async def delete_template(
+        self,
+        db: AsyncSession,
+        template_id: str
+    ) -> bool:
+        """
+        删除模板（软删除）
+        
+        Args:
+            db: 数据库会话
+            template_id: 模板ID
+            
+        Returns:
+            是否删除成功
+        """
+        result = await db.execute(
+            select(AnnotationTemplate)
+            .where(
+                AnnotationTemplate.id == template_id,
+                AnnotationTemplate.deleted_at.is_(None)
+            )
+        )
+        template = result.scalar_one_or_none()
+        
+        if not template:
+            return False
+        
+        template.deleted_at = datetime.now()  # type: ignore
+        await db.commit()
+        
+        return True
+    
+    def _to_response(self, template: AnnotationTemplate) -> AnnotationTemplateResponse:
+        """
+        转换为响应对象
+        
+        Args:
+            template: 数据库模型对象
+            
+        Returns:
+            模板响应对象
+        """
+        # 将配置JSON转换为TemplateConfiguration对象
+        from typing import cast, Dict, Any
+        config_dict = cast(Dict[str, Any], template.configuration)
+        config = TemplateConfiguration(**config_dict)
+        
+        # 动态生成Label Studio XML配置
+        label_config = self.generate_label_studio_config(config)
+        
+        # 使用model_validate从ORM对象创建响应对象
+        response = AnnotationTemplateResponse.model_validate(template)
+        response.configuration = config
+        response.label_config = label_config  # type: ignore
+        
+        return response
diff --git a/runtime/datamate-python/app/module/annotation/utils/__init__.py b/runtime/datamate-python/app/module/annotation/utils/__init__.py
new file mode 100644
index 0000000..1db0f0c
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/utils/__init__.py
@@ -0,0 +1,6 @@
+"""
+Annotation Module Utilities
+"""
+from .config_validator import LabelStudioConfigValidator
+
+__all__ = ['LabelStudioConfigValidator']
diff --git a/runtime/datamate-python/app/module/annotation/utils/config_validator.py b/runtime/datamate-python/app/module/annotation/utils/config_validator.py
new file mode 100644
index 0000000..5e4f332
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/utils/config_validator.py
@@ -0,0 +1,263 @@
+"""
+Label Studio Configuration Validation Utilities
+"""
+from typing import Dict, List, Tuple, Optional
+import xml.etree.ElementTree as ET
+
+
+class LabelStudioConfigValidator:
+    """验证Label Studio配置的工具类"""
+    
+    # 支持的控件类型
+    CONTROL_TYPES = {
+        'Choices', 'RectangleLabels', 'PolygonLabels', 'Labels', 
+        'TextArea', 'Rating', 'KeyPointLabels', 'BrushLabels',
+        'EllipseLabels', 'VideoRectangle', 'AudioPlus'
+    }
+    
+    # 支持的对象类型
+    OBJECT_TYPES = {
+        'Image', 'Text', 'Audio', 'Video', 'HyperText', 
+        'AudioPlus', 'Paragraphs', 'Table'
+    }
+    
+    # 需要子标签的控件类型
+    LABEL_BASED_CONTROLS = {
+        'Choices', 'RectangleLabels', 'PolygonLabels', 'Labels',
+        'KeyPointLabels', 'BrushLabels', 'EllipseLabels'
+    }
+    
+    @staticmethod
+    def validate_xml(xml_string: str) -> Tuple[bool, Optional[str]]:
+        """
+        验证XML格式是否正确
+        
+        Args:
+            xml_string: Label Studio XML配置字符串
+            
+        Returns:
+            (是否有效, 错误信息)
+        """
+        try:
+            root = ET.fromstring(xml_string)
+            
+            # 检查根元素
+            if root.tag != 'View':
+                return False, "Root element must be <View>"
+            
+            # 检查是否有对象定义
+            objects = [child for child in root if child.tag in LabelStudioConfigValidator.OBJECT_TYPES]
+            if not objects:
+                return False, "No data objects (Image, Text, etc.) found"
+            
+            # 检查是否有控件定义
+            controls = [child for child in root if child.tag in LabelStudioConfigValidator.CONTROL_TYPES]
+            if not controls:
+                return False, "No annotation controls found"
+            
+            # 验证每个控件
+            for control in controls:
+                valid, error = LabelStudioConfigValidator._validate_control(control)
+                if not valid:
+                    return False, f"Control {control.tag}: {error}"
+            
+            return True, None
+            
+        except ET.ParseError as e:
+            return False, f"XML parse error: {str(e)}"
+        except Exception as e:
+            return False, f"Validation error: {str(e)}"
+    
+    @staticmethod
+    def _validate_control(control: ET.Element) -> Tuple[bool, Optional[str]]:
+        """
+        验证单个控件元素
+        
+        Args:
+            control: 控件XML元素
+            
+        Returns:
+            (是否有效, 错误信息)
+        """
+        # 检查必需属性
+        if 'name' not in control.attrib:
+            return False, "Missing 'name' attribute"
+        
+        if 'toName' not in control.attrib:
+            return False, "Missing 'toName' attribute"
+        
+        # 检查标签型控件是否有子标签
+        if control.tag in LabelStudioConfigValidator.LABEL_BASED_CONTROLS:
+            labels = control.findall('Label')
+            if not labels:
+                return False, f"{control.tag} must have at least one <Label> child"
+            
+            # 检查每个标签是否有value
+            for label in labels:
+                if 'value' not in label.attrib:
+                    return False, "Label missing 'value' attribute"
+        
+        return True, None
+    
+    @staticmethod
+    def extract_label_values(xml_string: str) -> Dict[str, List[str]]:
+        """
+        从XML中提取所有标签值
+        
+        Args:
+            xml_string: Label Studio XML配置字符串
+            
+        Returns:
+            字典，键为控件名称，值为标签值列表
+        """
+        result = {}
+        
+        try:
+            root = ET.fromstring(xml_string)
+            controls = [child for child in root if child.tag in LabelStudioConfigValidator.LABEL_BASED_CONTROLS]
+            
+            for control in controls:
+                control_name = control.get('name', 'unknown')
+                labels = control.findall('Label')
+                label_values = [label.get('value', '') for label in labels]
+                result[control_name] = label_values
+                
+        except Exception:
+            pass
+        
+        return result
+    
+    @staticmethod
+    def validate_configuration_json(config: Dict) -> Tuple[bool, Optional[str]]:
+        """
+        验证配置JSON结构
+        
+        Args:
+            config: 配置字典
+            
+        Returns:
+            (是否有效, 错误信息)
+        """
+        # 检查必需字段
+        if 'labels' not in config:
+            return False, "Missing 'labels' field"
+        
+        if 'objects' not in config:
+            return False, "Missing 'objects' field"
+        
+        if not isinstance(config['labels'], list):
+            return False, "'labels' must be an array"
+        
+        if not isinstance(config['objects'], list):
+            return False, "'objects' must be an array"
+        
+        if not config['labels']:
+            return False, "'labels' array cannot be empty"
+        
+        if not config['objects']:
+            return False, "'objects' array cannot be empty"
+        
+        # 验证每个标签定义
+        for idx, label in enumerate(config['labels']):
+            valid, error = LabelStudioConfigValidator._validate_label_definition(label)
+            if not valid:
+                return False, f"Label {idx}: {error}"
+        
+        # 验证每个对象定义
+        for idx, obj in enumerate(config['objects']):
+            valid, error = LabelStudioConfigValidator._validate_object_definition(obj)
+            if not valid:
+                return False, f"Object {idx}: {error}"
+        
+        # 验证toName引用
+        object_names = {obj['name'] for obj in config['objects']}
+        for label in config['labels']:
+            to_name = label.get('toName') or label.get('to_name')
+            from_name = label.get('fromName') or label.get('from_name')
+            if to_name not in object_names:
+                return False, f"Label '{from_name}' references unknown object '{to_name}'"
+        
+        return True, None
+    
+    @staticmethod
+    def _validate_label_definition(label: Dict) -> Tuple[bool, Optional[str]]:
+        """验证标签定义"""
+        # Support both camelCase and snake_case
+        from_name = label.get('fromName') or label.get('from_name')
+        to_name = label.get('toName') or label.get('to_name')
+        label_type = label.get('type')
+        
+        if not from_name:
+            return False, "Missing required field 'fromName'"
+        if not to_name:
+            return False, "Missing required field 'toName'"
+        if not label_type:
+            return False, "Missing required field 'type'"
+        
+        # 检查类型是否支持
+        if label_type not in LabelStudioConfigValidator.CONTROL_TYPES:
+            return False, f"Unsupported control type '{label_type}'"
+        
+        # 检查标签型控件是否有选项或标签
+        if label_type in LabelStudioConfigValidator.LABEL_BASED_CONTROLS:
+            if 'options' not in label and 'labels' not in label:
+                return False, f"{label_type} must have 'options' or 'labels' field"
+        
+        return True, None
+    
+    @staticmethod
+    def _validate_object_definition(obj: Dict) -> Tuple[bool, Optional[str]]:
+        """验证对象定义"""
+        required_fields = ['name', 'type', 'value']
+        
+        for field in required_fields:
+            if field not in obj:
+                return False, f"Missing required field '{field}'"
+        
+        # 检查类型是否支持
+        if obj['type'] not in LabelStudioConfigValidator.OBJECT_TYPES:
+            return False, f"Unsupported object type '{obj['type']}'"
+        
+        # 检查value格式
+        if not obj['value'].startswith('$'):
+            return False, "Object value must start with '$' (e.g., '$image')"
+        
+        return True, None
+
+
+# 使用示例
+if __name__ == "__main__":
+    # 验证XML
+    xml = """<View>
+  <Image name="image" value="$image"/>
+  <Choices name="choice" toName="image" required="true">
+    <Label value="Cat"/>
+    <Label value="Dog"/>
+  </Choices>
+</View>"""
+    
+    valid, error = LabelStudioConfigValidator.validate_xml(xml)
+    print(f"XML Valid: {valid}, Error: {error}")
+    
+    # 验证配置JSON
+    config = {
+        "labels": [
+            {
+                "fromName": "choice",
+                "toName": "image",
+                "type": "Choices",
+                "options": ["Cat", "Dog"],
+                "required": True
+            }
+        ],
+        "objects": [
+            {
+                "name": "image",
+                "type": "Image",
+                "value": "$image"
+            }
+        ]
+    }
+    
+    valid, error = LabelStudioConfigValidator.validate_configuration_json(config)
+    print(f"Config Valid: {valid}, Error: {error}")
diff --git a/scripts/db/data-annotation-init.sql b/scripts/db/data-annotation-init.sql
index 97777f2..e2903e5 100644
--- a/scripts/db/data-annotation-init.sql
+++ b/scripts/db/data-annotation-init.sql
@@ -1,21 +1,379 @@
 use datamate;
 
 CREATE TABLE t_dm_annotation_templates (
-    id VARCHAR(36) PRIMARY KEY,
-    name VARCHAR(32) NOT NULL COMMENT '模板名称',
-    description VARCHAR(255) COMMENT '模板描述',
-    configuration JSON,
+    id VARCHAR(36) PRIMARY KEY COMMENT 'UUID',
+    name VARCHAR(100) NOT NULL COMMENT '模板名称',
+    description VARCHAR(500) COMMENT '模板描述',
+    data_type VARCHAR(50) NOT NULL COMMENT '数据类型: image/text/audio/video/timeseries',
+    labeling_type VARCHAR(50) NOT NULL COMMENT '标注类型: classification/detection/segmentation/ner/relation/etc',
+    configuration JSON NOT NULL COMMENT '标注配置（包含labels定义等）',
+    style VARCHAR(32) NOT NULL COMMENT '样式配置: horizontal/vertical',
+    category VARCHAR(50) DEFAULT 'custom' COMMENT '模板分类: medical/general/custom/system',
+    built_in BOOLEAN DEFAULT FALSE COMMENT '是否系统内置模板',
+    version VARCHAR(20) DEFAULT '1.0' COMMENT '模板版本',
     created_at TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
-    deleted_at TIMESTAMP NULL COMMENT '删除时间（软删除）'
-);
+    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
+    deleted_at TIMESTAMP NULL COMMENT '删除时间（软删除）',
+    INDEX idx_data_type (data_type),
+    INDEX idx_labeling_type (labeling_type),
+    INDEX idx_category (category),
+    INDEX idx_built_in (built_in)
+) COMMENT='标注配置模板表';
 
 CREATE TABLE t_dm_labeling_projects (
-    id VARCHAR(36) PRIMARY KEY,
+    id VARCHAR(36) PRIMARY KEY COMMENT 'UUID',
     dataset_id VARCHAR(36) NOT NULL COMMENT '数据集ID',
-    name VARCHAR(32) NOT NULL COMMENT '项目名称',
+    name VARCHAR(100) NOT NULL COMMENT '项目名称',
     labeling_project_id VARCHAR(8) NOT NULL COMMENT 'Label Studio项目ID',
-    configuration JSON,
-    progress JSON,
+    template_id VARCHAR(36) NULL COMMENT '使用的模板ID',
+    configuration JSON COMMENT '项目配置（可能包含对模板的自定义修改）',
+    progress JSON COMMENT '项目进度信息',
     created_at TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
-    deleted_at TIMESTAMP NULL COMMENT '删除时间（软删除）'
-);
+    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
+    deleted_at TIMESTAMP NULL COMMENT '删除时间（软删除）',
+    FOREIGN KEY (template_id) REFERENCES t_dm_annotation_templates(id) ON DELETE SET NULL,
+    INDEX idx_dataset_id (dataset_id),
+    INDEX idx_template_id (template_id),
+    INDEX idx_labeling_project_id (labeling_project_id)
+) COMMENT='标注项目表';
+
+
+-- 内置标注模板初始化数据
+-- 这些模板将在系统首次启动时自动创建
+-- 使用 INSERT ... ON DUPLICATE KEY UPDATE 来覆盖已存在的记录
+
+-- 1. 图像分类模板
+INSERT INTO t_dm_annotation_templates (
+    id, 
+    name, 
+    description, 
+    data_type, 
+    labeling_type, 
+    configuration, 
+    style, 
+    category, 
+    built_in, 
+    version, 
+    created_at
+) VALUES (
+    'tpl-image-classification-001',
+    'Image Classification',
+    'Simple image classification with multiple choice labels',
+    'image',
+    'classification',
+    JSON_OBJECT(
+        'labels', JSON_ARRAY(
+            JSON_OBJECT(
+                'fromName', 'choice',
+                'toName', 'image',
+                'type', 'Choices',
+                'options', JSON_ARRAY('Cat', 'Dog', 'Bird', 'Other'),
+                'required', true,
+                'description', 'Select the category that best describes the image'
+            )
+        ),
+        'objects', JSON_ARRAY(
+            JSON_OBJECT(
+                'name', 'image',
+                'type', 'Image',
+                'value', '$image'
+            )
+        )
+    ),
+    'horizontal',
+    'computer-vision',
+    1,
+    '1.0.0',
+    NOW()
+)
+ON DUPLICATE KEY UPDATE
+    name = VALUES(name),
+    description = VALUES(description),
+    data_type = VALUES(data_type),
+    labeling_type = VALUES(labeling_type),
+    configuration = VALUES(configuration),
+    style = VALUES(style),
+    category = VALUES(category),
+    built_in = VALUES(built_in),
+    version = VALUES(version),
+    updated_at = NOW();
+
+-- 2. 目标检测模板（矩形框）
+INSERT INTO t_dm_annotation_templates (
+    id, 
+    name, 
+    description, 
+    data_type, 
+    labeling_type, 
+    configuration, 
+    style, 
+    category, 
+    built_in, 
+    version, 
+    created_at
+) VALUES (
+    'tpl-object-detection-001',
+    'Object Detection (Bounding Box)',
+    'Object detection using rectangular bounding boxes',
+    'image',
+    'object-detection',
+    JSON_OBJECT(
+        'labels', JSON_ARRAY(
+            JSON_OBJECT(
+                'fromName', 'label',
+                'toName', 'image',
+                'type', 'RectangleLabels',
+                'labels', JSON_ARRAY('Person', 'Vehicle', 'Animal', 'Object'),
+                'required', false,
+                'description', 'Draw bounding boxes around objects'
+            )
+        ),
+        'objects', JSON_ARRAY(
+            JSON_OBJECT(
+                'name', 'image',
+                'type', 'Image',
+                'value', '$image'
+            )
+        )
+    ),
+    'horizontal',
+    'computer-vision',
+    1,
+    '1.0.0',
+    NOW()
+)
+ON DUPLICATE KEY UPDATE
+    name = VALUES(name),
+    description = VALUES(description),
+    data_type = VALUES(data_type),
+    labeling_type = VALUES(labeling_type),
+    configuration = VALUES(configuration),
+    style = VALUES(style),
+    category = VALUES(category),
+    built_in = VALUES(built_in),
+    version = VALUES(version),
+    updated_at = NOW();
+
+-- 3. 图像分割模板（多边形）
+INSERT INTO t_dm_annotation_templates (
+    id, 
+    name, 
+    description, 
+    data_type, 
+    labeling_type, 
+    configuration, 
+    style, 
+    category, 
+    built_in, 
+    version, 
+    created_at
+) VALUES (
+    'tpl-image-segmentation-001',
+    'Image Segmentation (Polygon)',
+    'Semantic segmentation using polygon annotations',
+    'image',
+    'segmentation',
+    JSON_OBJECT(
+        'labels', JSON_ARRAY(
+            JSON_OBJECT(
+                'fromName', 'label',
+                'toName', 'image',
+                'type', 'PolygonLabels',
+                'labels', JSON_ARRAY('Background', 'Foreground', 'Person', 'Car'),
+                'required', false,
+                'description', 'Draw polygons to segment regions'
+            )
+        ),
+        'objects', JSON_ARRAY(
+            JSON_OBJECT(
+                'name', 'image',
+                'type', 'Image',
+                'value', '$image'
+            )
+        )
+    ),
+    'horizontal',
+    'computer-vision',
+    1,
+    '1.0.0',
+    NOW()
+)
+ON DUPLICATE KEY UPDATE
+    name = VALUES(name),
+    description = VALUES(description),
+    data_type = VALUES(data_type),
+    labeling_type = VALUES(labeling_type),
+    configuration = VALUES(configuration),
+    style = VALUES(style),
+    category = VALUES(category),
+    built_in = VALUES(built_in),
+    version = VALUES(version),
+    updated_at = NOW();
+
+-- 4. 文本分类模板
+INSERT INTO t_dm_annotation_templates (
+    id, 
+    name, 
+    description, 
+    data_type, 
+    labeling_type, 
+    configuration, 
+    style, 
+    category, 
+    built_in, 
+    version, 
+    created_at
+) VALUES (
+    'tpl-text-classification-001',
+    'Text Classification',
+    'Classify text into predefined categories',
+    'text',
+    'classification',
+    JSON_OBJECT(
+        'labels', JSON_ARRAY(
+            JSON_OBJECT(
+                'fromName', 'choice',
+                'toName', 'text',
+                'type', 'Choices',
+                'options', JSON_ARRAY('Positive', 'Negative', 'Neutral'),
+                'required', true,
+                'description', 'Sentiment classification'
+            )
+        ),
+        'objects', JSON_ARRAY(
+            JSON_OBJECT(
+                'name', 'text',
+                'type', 'Text',
+                'value', '$text'
+            )
+        )
+    ),
+    'vertical',
+    'nlp',
+    1,
+    '1.0.0',
+    NOW()
+)
+ON DUPLICATE KEY UPDATE
+    name = VALUES(name),
+    description = VALUES(description),
+    data_type = VALUES(data_type),
+    labeling_type = VALUES(labeling_type),
+    configuration = VALUES(configuration),
+    style = VALUES(style),
+    category = VALUES(category),
+    built_in = VALUES(built_in),
+    version = VALUES(version),
+    updated_at = NOW();
+
+-- 5. 命名实体识别（NER）模板
+INSERT INTO t_dm_annotation_templates (
+    id, 
+    name, 
+    description, 
+    data_type, 
+    labeling_type, 
+    configuration, 
+    style, 
+    category, 
+    built_in, 
+    version, 
+    created_at
+) VALUES (
+    'tpl-ner-001',
+    'Named Entity Recognition',
+    'Extract and label named entities in text',
+    'text',
+    'ner',
+    JSON_OBJECT(
+        'labels', JSON_ARRAY(
+            JSON_OBJECT(
+                'fromName', 'label',
+                'toName', 'text',
+                'type', 'Labels',
+                'labels', JSON_ARRAY('PERSON', 'ORG', 'LOC', 'DATE', 'MISC'),
+                'required', false,
+                'description', 'Highlight and classify named entities'
+            )
+        ),
+        'objects', JSON_ARRAY(
+            JSON_OBJECT(
+                'name', 'text',
+                'type', 'Text',
+                'value', '$text'
+            )
+        )
+    ),
+    'vertical',
+    'nlp',
+    1,
+    '1.0.0',
+    NOW()
+)
+ON DUPLICATE KEY UPDATE
+    name = VALUES(name),
+    description = VALUES(description),
+    data_type = VALUES(data_type),
+    labeling_type = VALUES(labeling_type),
+    configuration = VALUES(configuration),
+    style = VALUES(style),
+    category = VALUES(category),
+    built_in = VALUES(built_in),
+    version = VALUES(version),
+    updated_at = NOW();
+
+-- 6. 音频分类模板
+INSERT INTO t_dm_annotation_templates (
+    id, 
+    name, 
+    description, 
+    data_type, 
+    labeling_type, 
+    configuration, 
+    style, 
+    category, 
+    built_in, 
+    version, 
+    created_at
+) VALUES (
+    'tpl-audio-classification-001',
+    'Audio Classification',
+    'Classify audio clips into categories',
+    'audio',
+    'classification',
+    JSON_OBJECT(
+        'labels', JSON_ARRAY(
+            JSON_OBJECT(
+                'fromName', 'choice',
+                'toName', 'audio',
+                'type', 'Choices',
+                'options', JSON_ARRAY('Speech', 'Music', 'Noise', 'Silence'),
+                'required', true,
+                'description', 'Audio content classification'
+            )
+        ),
+        'objects', JSON_ARRAY(
+            JSON_OBJECT(
+                'name', 'audio',
+                'type', 'Audio',
+                'value', '$audio'
+            )
+        )
+    ),
+    'horizontal',
+    'audio',
+    1,
+    '1.0.0',
+    NOW()
+)
+ON DUPLICATE KEY UPDATE
+    name = VALUES(name),
+    description = VALUES(description),
+    data_type = VALUES(data_type),
+    labeling_type = VALUES(labeling_type),
+    configuration = VALUES(configuration),
+    style = VALUES(style),
+    category = VALUES(category),
+    built_in = VALUES(built_in),
+    version = VALUES(version),
+    updated_at = NOW();