From 45743f39f5821b5a25cbc789fc17698c0cb1bf8b Mon Sep 17 00:00:00 2001
From: Jason Wang <56037774+JasonW404@users.noreply.github.com>
Date: Thu, 13 Nov 2025 15:32:30 +0800
Subject: [PATCH] feat: add labeling template. refactor: switch to Poetry,
 build and deploy of backend Python (#79)

* 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

* feat: Add tag configuration management and related components

- Introduced new components for tag selection and browsing in the frontend.
- Added API endpoint to fetch tag configuration from the backend.
- Implemented tag configuration management in the backend, including loading from YAML.
- Enhanced template service to support dynamic tag rendering based on configuration.
- Updated validation utilities to incorporate tag configuration checks.
- Refactored existing code to utilize the new tag configuration structure.

* feat: Refactor LabelStudioTagConfig for improved configuration loading and validation

* feat: Update Makefile to include backend-python-docker-build in the build process

* feat: Migrate to poetry for better deps management

* Add pyyaml dependency and update Dockerfile to use Poetry for dependency management

- Added pyyaml (>=6.0.3,<7.0.0) to pyproject.toml dependencies.
- Updated Dockerfile to install Poetry and manage dependencies using it.
- Improved layer caching by copying only dependency files before the application code.
- Removed unnecessary installation of build dependencies to keep the final image size small.

* feat: Remove duplicated backend-python-docker-build target from Makefile

* fix: airflow is not ready for adding yet

* feat: update Python version to 3.12 and remove project installation step in Dockerfile
---
 Makefile                                      |   12 +-
 frontend/src/hooks/useFetchData.ts            |    2 +-
 frontend/src/hooks/useTagConfig.ts            |   67 +
 .../components/CreateAnnotationTaskDialog.tsx |    9 +-
 .../components/CreateAnnptationTaskDialog.tsx |    4 +-
 .../DataAnnotation/Home/DataAnnotation.tsx    |    4 +-
 .../DataAnnotation/Template/TemplateForm.tsx  |   33 +-
 .../Template/VisualTemplateBuilder.tsx        |  161 +++
 .../Template/components/TagBrowser.tsx        |  260 ++++
 .../Template/components/TagSelector.tsx       |  301 +++++
 .../Template/components/index.ts              |    3 +
 .../pages/DataAnnotation/Template/index.ts    |    1 +
 .../pages/DataAnnotation/annotation.api.ts    |   29 +-
 .../DataAnnotation/annotation.tagconfig.ts    |  187 +++
 runtime/datamate-python/app/main.py           |    2 +-
 .../annotation/client/labelstudio/client.py   |    6 +-
 .../app/module/annotation/config/__init__.py  |    4 +
 .../annotation/config/label_studio_tags.yaml  |  467 +++++++
 .../module/annotation/config/tag_config.py    |  150 +++
 .../module/annotation/interface/__init__.py   |    2 +-
 .../app/module/annotation/interface/about.py  |   25 -
 .../app/module/annotation/interface/config.py |   47 +
 .../module/annotation/interface/project.py    |   47 +-
 .../app/module/annotation/interface/task.py   |  111 +-
 .../module/annotation/interface/template.py   |   11 +-
 .../app/module/annotation/schema/__init__.py  |   24 +-
 .../app/module/annotation/schema/config.py    |   32 +-
 .../app/module/annotation/schema/tag.py       |   17 +
 .../app/module/annotation/schema/template.py  |    2 +-
 .../app/module/annotation/service/mapping.py  |    6 +-
 .../app/module/annotation/service/sync.py     |   28 +-
 .../app/module/annotation/service/template.py |   15 +-
 .../annotation/utils/config_validator.py      |   84 +-
 .../app/module/dataset/schema/__init__.py     |    8 +
 .../app/module/dataset/schema/dataset_file.py |   39 +
 .../app/module/dataset/service/service.py     |   74 +-
 runtime/datamate-python/poetry.lock           | 1138 +++++++++++++++++
 runtime/datamate-python/pyproject.toml        |   30 +
 runtime/datamate-python/requirements.txt      |  Bin 990 -> 0 bytes
 scripts/images/datamate-python/Dockerfile     |   43 +-
 40 files changed, 3223 insertions(+), 262 deletions(-)
 create mode 100644 frontend/src/hooks/useTagConfig.ts
 create mode 100644 frontend/src/pages/DataAnnotation/Template/VisualTemplateBuilder.tsx
 create mode 100644 frontend/src/pages/DataAnnotation/Template/components/TagBrowser.tsx
 create mode 100644 frontend/src/pages/DataAnnotation/Template/components/TagSelector.tsx
 create mode 100644 frontend/src/pages/DataAnnotation/Template/components/index.ts
 create mode 100644 frontend/src/pages/DataAnnotation/annotation.tagconfig.ts
 create mode 100644 runtime/datamate-python/app/module/annotation/config/__init__.py
 create mode 100644 runtime/datamate-python/app/module/annotation/config/label_studio_tags.yaml
 create mode 100644 runtime/datamate-python/app/module/annotation/config/tag_config.py
 delete mode 100644 runtime/datamate-python/app/module/annotation/interface/about.py
 create mode 100644 runtime/datamate-python/app/module/annotation/interface/config.py
 create mode 100644 runtime/datamate-python/app/module/annotation/schema/tag.py
 create mode 100644 runtime/datamate-python/poetry.lock
 create mode 100644 runtime/datamate-python/pyproject.toml
 delete mode 100644 runtime/datamate-python/requirements.txt

diff --git a/Makefile b/Makefile
index bc3cc0c..6b535fc 100644
--- a/Makefile
+++ b/Makefile
@@ -18,7 +18,7 @@ build-%:
 	$(MAKE) $*-docker-build
 
 .PHONY: build
-build: database-docker-build backend-docker-build frontend-docker-build runtime-docker-build
+build: backend-docker-build frontend-docker-build runtime-docker-build backend-python-docker-build
 
 .PHONY: create-namespace
 create-namespace:
@@ -117,9 +117,9 @@ frontend-docker-build:
 runtime-docker-build:
 	docker build -t datamate-runtime:$(VERSION) . -f scripts/images/runtime/Dockerfile
 
-.PHONY: label-studio-adapter-docker-build
-label-studio-adapter-docker-build:
-	docker build -t label-studio-adapter:$(VERSION) . -f scripts/images/label-studio-adapter/Dockerfile
+.PHONY: backend-python-docker-build
+backend-python-docker-build:
+	docker build -t datamate-backend-python:$(VERSION) . -f scripts/images/datamate-python/Dockerfile
 
 .PHONY: deer-flow-docker-build
 deer-flow-docker-build:
@@ -132,10 +132,6 @@ deer-flow-docker-build:
 mineru-docker-build:
 	docker build -t datamate-mineru:$(VERSION) . -f scripts/images/mineru/Dockerfile
 
-.PHONY: backend-python-docker-build
-backend-python-docker-build:
-	docker build -t datamate-backend-python:$(VERSION) . -f scripts/images/datamate-python/Dockerfile
-
 .PHONY: backend-docker-install
 backend-docker-install:
 	cd deployment/docker/datamate && docker compose up -d backend
diff --git a/frontend/src/hooks/useFetchData.ts b/frontend/src/hooks/useFetchData.ts
index eb27d05..6a7aad3 100644
--- a/frontend/src/hooks/useFetchData.ts
+++ b/frontend/src/hooks/useFetchData.ts
@@ -110,7 +110,7 @@ export default function useFetchData<T>(
             status: getFirstOfArray(filter?.status) || undefined,
             tags: filter?.tags?.length ? filter.tags.join(",") : undefined,
             page: current - pageOffset,
-            size: pageSize,
+            pageSize: pageSize,  // Use camelCase for HTTP query params
           }),
           ...additionalPollingFuncs.map((func) => func()),
         ];
diff --git a/frontend/src/hooks/useTagConfig.ts b/frontend/src/hooks/useTagConfig.ts
new file mode 100644
index 0000000..d547c54
--- /dev/null
+++ b/frontend/src/hooks/useTagConfig.ts
@@ -0,0 +1,67 @@
+import { useState, useEffect } from "react";
+import { message } from "antd";
+import { getTagConfigUsingGet } from "../pages/DataAnnotation/annotation.api";
+import type { LabelStudioTagConfig } from "../pages/DataAnnotation/annotation.tagconfig";
+import { parseTagConfig, type TagOption } from "../pages/DataAnnotation/annotation.tagconfig";
+
+interface UseTagConfigReturn {
+    config: LabelStudioTagConfig | null;
+    objectOptions: TagOption[];
+    controlOptions: TagOption[];
+    loading: boolean;
+    error: string | null;
+    refetch: () => Promise<void>;
+}
+
+/**
+ * Hook to fetch and manage Label Studio tag configuration
+ * @param includeLabelingOnly - If true, only include controls with category="labeling" (default: true)
+ */
+export function useTagConfig(includeLabelingOnly: boolean = true): UseTagConfigReturn {
+    const [config, setConfig] = useState<LabelStudioTagConfig | null>(null);
+    const [objectOptions, setObjectOptions] = useState<TagOption[]>([]);
+    const [controlOptions, setControlOptions] = useState<TagOption[]>([]);
+    const [loading, setLoading] = useState(true);
+    const [error, setError] = useState<string | null>(null);
+
+    const fetchConfig = async () => {
+        setLoading(true);
+        setError(null);
+        try {
+            const response = await getTagConfigUsingGet();
+            if (response.code === 200 && response.data) {
+                const tagConfig: LabelStudioTagConfig = response.data;
+                setConfig(tagConfig);
+
+                const { objectOptions: objects, controlOptions: controls } =
+                    parseTagConfig(tagConfig, includeLabelingOnly);
+                setObjectOptions(objects);
+                setControlOptions(controls);
+            } else {
+                const errorMsg = response.message || "获取标签配置失败";
+                setError(errorMsg);
+                message.error(errorMsg);
+            }
+        } catch (err: any) {
+            const errorMsg = err.message || "加载标签配置时出错";
+            setError(errorMsg);
+            console.error("Failed to fetch tag config:", err);
+            message.error(errorMsg);
+        } finally {
+            setLoading(false);
+        }
+    };
+
+    useEffect(() => {
+        fetchConfig();
+    }, []);
+
+    return {
+        config,
+        objectOptions,
+        controlOptions,
+        loading,
+        error,
+        refetch: fetchConfig,
+    };
+}
diff --git a/frontend/src/pages/DataAnnotation/Create/components/CreateAnnotationTaskDialog.tsx b/frontend/src/pages/DataAnnotation/Create/components/CreateAnnotationTaskDialog.tsx
index 9f9ddbe..8652fb1 100644
--- a/frontend/src/pages/DataAnnotation/Create/components/CreateAnnotationTaskDialog.tsx
+++ b/frontend/src/pages/DataAnnotation/Create/components/CreateAnnotationTaskDialog.tsx
@@ -29,16 +29,16 @@ export default function CreateAnnotationTask({
         // Fetch datasets
         const { data: datasetData } = await queryDatasetsUsingGet({
           page: 0,
-          size: 1000,
+          pageSize: 1000,  // Use camelCase for HTTP params
         });
         setDatasets(datasetData.content.map(mapDataset) || []);
 
         // Fetch templates
         const templateResponse = await queryAnnotationTemplatesUsingGet({
           page: 1,
-          size: 100,  // Backend max is 100
+          size: 100,  // Backend max is 100 (template API uses 'size' not 'pageSize')
         });
-        
+
         // The API returns: {code, message, data: {content, total, page, ...}}
         if (templateResponse.code === 200 && templateResponse.data) {
           const fetchedTemplates = templateResponse.data.content || [];
@@ -68,7 +68,6 @@ export default function CreateAnnotationTask({
     try {
       const values = await form.validateFields();
       setSubmitting(true);
-      
       // Send templateId instead of labelingConfig
       const requestData = {
         name: values.name,
@@ -76,7 +75,6 @@ export default function CreateAnnotationTask({
         datasetId: values.datasetId,
         templateId: values.templateId,
       };
-      
       await createAnnotationTaskUsingPost(requestData);
       message?.success?.("创建标注任务成功");
       onClose();
@@ -154,7 +152,6 @@ 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} />
diff --git a/frontend/src/pages/DataAnnotation/Create/components/CreateAnnptationTaskDialog.tsx b/frontend/src/pages/DataAnnotation/Create/components/CreateAnnptationTaskDialog.tsx
index ccbb21b..1531ca1 100644
--- a/frontend/src/pages/DataAnnotation/Create/components/CreateAnnptationTaskDialog.tsx
+++ b/frontend/src/pages/DataAnnotation/Create/components/CreateAnnptationTaskDialog.tsx
@@ -29,14 +29,14 @@ export default function CreateAnnotationTask({
         // Fetch datasets
         const { data: datasetData } = await queryDatasetsUsingGet({
           page: 0,
-          size: 1000,
+          pageSize: 1000,  // Use camelCase for HTTP params
         });
         setDatasets(datasetData.content.map(mapDataset) || []);
 
         // Fetch templates
         const templateResponse = await queryAnnotationTemplatesUsingGet({
           page: 1,
-          size: 100,  // Backend max is 100
+          size: 100,  // Backend max is 100 (template API uses 'size' not 'pageSize')
         });
 
         // The API returns: {code, message, data: {content, total, page, ...}}
diff --git a/frontend/src/pages/DataAnnotation/Home/DataAnnotation.tsx b/frontend/src/pages/DataAnnotation/Home/DataAnnotation.tsx
index de03254..68ab391 100644
--- a/frontend/src/pages/DataAnnotation/Home/DataAnnotation.tsx
+++ b/frontend/src/pages/DataAnnotation/Home/DataAnnotation.tsx
@@ -111,7 +111,7 @@ export default function DataAnnotation() {
       cancelText: "取消",
       onOk: async () => {
         try {
-          await deleteAnnotationTaskByIdUsingDelete({ m: task.id, proj: task.labelingProjId });
+          await deleteAnnotationTaskByIdUsingDelete(task.id);
           message.success("映射删除成功");
           fetchData();
           // clear selection if deleted item was selected
@@ -198,7 +198,7 @@ export default function DataAnnotation() {
       onOk: async () => {
         try {
           await Promise.all(
-            selectedRows.map((r) => deleteAnnotationTaskByIdUsingDelete({ m: r.id, proj: r.labelingProjId }))
+            selectedRows.map((r) => deleteAnnotationTaskByIdUsingDelete(r.id))
           );
           message.success("批量删除已完成");
           fetchData();
diff --git a/frontend/src/pages/DataAnnotation/Template/TemplateForm.tsx b/frontend/src/pages/DataAnnotation/Template/TemplateForm.tsx
index 106feff..511c831 100644
--- a/frontend/src/pages/DataAnnotation/Template/TemplateForm.tsx
+++ b/frontend/src/pages/DataAnnotation/Template/TemplateForm.tsx
@@ -17,6 +17,7 @@ import {
     updateAnnotationTemplateByIdUsingPut,
 } from "../annotation.api";
 import type { AnnotationTemplate } from "../annotation.model";
+import TagSelector from "./components/TagSelector";
 
 const { TextArea } = Input;
 const { Option } = Select;
@@ -111,22 +112,6 @@ const TemplateForm: React.FC<TemplateFormProps> = ({
         }
     };
 
-    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);
     };
@@ -243,13 +228,7 @@ const TemplateForm: React.FC<TemplateFormProps> = ({
                                             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>
+                                            <TagSelector type="object" />
                                         </Form.Item>
 
                                         <Form.Item
@@ -356,13 +335,7 @@ const TemplateForm: React.FC<TemplateFormProps> = ({
                                                 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>
+                                                <TagSelector type="control" />
                                             </Form.Item>
 
                                             <Form.Item
diff --git a/frontend/src/pages/DataAnnotation/Template/VisualTemplateBuilder.tsx b/frontend/src/pages/DataAnnotation/Template/VisualTemplateBuilder.tsx
new file mode 100644
index 0000000..88e4d8a
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/Template/VisualTemplateBuilder.tsx
@@ -0,0 +1,161 @@
+import React, { useState } from "react";
+import {
+    Card,
+    Button,
+    Space,
+    Row,
+    Col,
+    Drawer,
+    Typography,
+    message,
+} from "antd";
+import {
+    PlusOutlined,
+    EyeOutlined,
+    CodeOutlined,
+    AppstoreOutlined,
+} from "@ant-design/icons";
+import { TagBrowser } from "./components";
+
+const { Paragraph } = Typography;
+
+interface VisualTemplateBuilderProps {
+    onSave?: (templateCode: string) => void;
+}
+
+/**
+ * Visual Template Builder
+ * Provides a drag-and-drop interface for building Label Studio templates
+ */
+const VisualTemplateBuilder: React.FC<VisualTemplateBuilderProps> = ({
+    onSave,
+}) => {
+    const [drawerVisible, setDrawerVisible] = useState(false);
+    const [previewVisible, setPreviewVisible] = useState(false);
+    const [selectedTags, setSelectedTags] = useState<
+        Array<{ name: string; category: "object" | "control" }>
+    >([]);
+
+    const handleTagSelect = (tagName: string, category: "object" | "control") => {
+        message.info(`选择了 ${category === "object" ? "对象" : "控件"}: ${tagName}`);
+        setSelectedTags([...selectedTags, { name: tagName, category }]);
+        setDrawerVisible(false);
+    };
+
+    const handleSave = () => {
+        // TODO: Generate template XML from selectedTags
+        message.success("模板保存成功");
+        onSave?.("<View><!-- Generated template --></View>");
+    };
+
+    return (
+        <div style={{ padding: "24px" }}>
+            <Row gutter={16}>
+                <Col span={24}>
+                    <Card
+                        title="可视化模板构建器"
+                        extra={
+                            <Space>
+                                <Button
+                                    icon={<AppstoreOutlined />}
+                                    onClick={() => setDrawerVisible(true)}
+                                >
+                                    浏览标签
+                                </Button>
+                                <Button
+                                    icon={<CodeOutlined />}
+                                    onClick={() => setPreviewVisible(true)}
+                                >
+                                    查看代码
+                                </Button>
+                                <Button
+                                    type="primary"
+                                    icon={<EyeOutlined />}
+                                    onClick={handleSave}
+                                >
+                                    保存模板
+                                </Button>
+                            </Space>
+                        }
+                    >
+                        <div
+                            style={{
+                                minHeight: "400px",
+                                border: "2px dashed #d9d9d9",
+                                borderRadius: "8px",
+                                padding: "24px",
+                                textAlign: "center",
+                            }}
+                        >
+                            {selectedTags.length === 0 ? (
+                                <div>
+                                    <Paragraph type="secondary">
+                                        点击"浏览标签"开始构建您的标注模板
+                                    </Paragraph>
+                                    <Button
+                                        type="dashed"
+                                        icon={<PlusOutlined />}
+                                        onClick={() => setDrawerVisible(true)}
+                                    >
+                                        添加标签
+                                    </Button>
+                                </div>
+                            ) : (
+                                <Space direction="vertical" size="large">
+                                    {selectedTags.map((tag, index) => (
+                                        <Card key={index} size="small">
+                                            <div>
+                                                {tag.category === "object" ? "对象" : "控件"}: {tag.name}
+                                            </div>
+                                        </Card>
+                                    ))}
+                                </Space>
+                            )}
+                        </div>
+                    </Card>
+                </Col>
+            </Row>
+
+            <Drawer
+                title="标签浏览器"
+                placement="right"
+                width={800}
+                open={drawerVisible}
+                onClose={() => setDrawerVisible(false)}
+            >
+                <TagBrowser onTagSelect={handleTagSelect} />
+            </Drawer>
+
+            <Drawer
+                title="模板代码预览"
+                placement="right"
+                width={600}
+                open={previewVisible}
+                onClose={() => setPreviewVisible(false)}
+            >
+                <pre
+                    style={{
+                        background: "#f5f5f5",
+                        padding: "16px",
+                        borderRadius: "4px",
+                        overflow: "auto",
+                    }}
+                >
+                    <code>
+                        {`<View>
+  <!-- 根据选择的标签生成的模板代码 -->
+  ${selectedTags
+                                .map(
+                                    (tag) =>
+                                        `<${tag.name}${tag.category === "object" ? ' name="obj" value="$data"' : ' name="ctrl" toName="obj"'} />`
+                                )
+                                .join("\n  ")}
+</View>`}
+                    </code>
+                </pre>
+            </Drawer>
+        </div>
+    );
+};
+
+export default VisualTemplateBuilder;
diff --git a/frontend/src/pages/DataAnnotation/Template/components/TagBrowser.tsx b/frontend/src/pages/DataAnnotation/Template/components/TagBrowser.tsx
new file mode 100644
index 0000000..cd95e6d
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/Template/components/TagBrowser.tsx
@@ -0,0 +1,260 @@
+import React from "react";
+import { Card, Tabs, List, Tag, Typography, Space, Empty, Spin } from "antd";
+import {
+    AppstoreOutlined,
+    ControlOutlined,
+    InfoCircleOutlined,
+} from "@ant-design/icons";
+import { useTagConfig } from "../../../../hooks/useTagConfig";
+import {
+    getControlDisplayName,
+    getObjectDisplayName,
+    getControlGroups,
+} from "../../annotation.tagconfig";
+import type { TagOption } from "../../annotation.tagconfig";
+
+const { Title, Paragraph, Text } = Typography;
+
+interface TagBrowserProps {
+    onTagSelect?: (tagName: string, category: "object" | "control") => void;
+}
+
+/**
+ * Tag Browser Component
+ * Displays all available Label Studio tags in a browsable interface
+ */
+const TagBrowser: React.FC<TagBrowserProps> = ({ onTagSelect }) => {
+    const { config, objectOptions, controlOptions, loading, error } =
+        useTagConfig();
+
+    if (loading) {
+        return (
+            <Card>
+                <div style={{ textAlign: "center", padding: "40px" }}>
+                    <Spin size="large" />
+                    <div style={{ marginTop: 16 }}>加载标签配置...</div>
+                </div>
+            </Card>
+        );
+    }
+
+    if (error) {
+        return (
+            <Card>
+                <Empty
+                    description={
+                        <div>
+                            <div>{error}</div>
+                            <Text type="secondary">无法加载标签配置</Text>
+                        </div>
+                    }
+                />
+            </Card>
+        );
+    }
+
+    const renderObjectList = () => (
+        <List
+            grid={{ gutter: 16, xs: 1, sm: 2, md: 2, lg: 3, xl: 3, xxl: 4 }}
+            dataSource={objectOptions}
+            renderItem={(item: TagOption) => {
+                const objConfig = config?.objects[item.value];
+                return (
+                    <List.Item>
+                        <Card
+                            hoverable
+                            size="small"
+                            onClick={() => onTagSelect?.(item.value, "object")}
+                            style={{ height: "100%" }}
+                        >
+                            <Space direction="vertical" size="small" style={{ width: "100%" }}>
+                                <div style={{ display: "flex", justifyContent: "space-between", alignItems: "center" }}>
+                                    <Text strong>{getObjectDisplayName(item.value)}</Text>
+                                    <Tag color="blue">&lt;{item.value}&gt;</Tag>
+                                </div>
+                                <Text type="secondary" style={{ fontSize: 12 }}>
+                                    {item.description}
+                                </Text>
+                                {objConfig && (
+                                    <div style={{ marginTop: 8 }}>
+                                        <Text style={{ fontSize: 11, color: "#8c8c8c" }}>
+                                            必需属性:{" "}
+                                            {objConfig.required_attrs.join(", ") || "无"}
+                                        </Text>
+                                    </div>
+                                )}
+                            </Space>
+                        </Card>
+                    </List.Item>
+                );
+            }}
+        />
+    );
+
+    const renderControlsByGroup = () => {
+        const groups = getControlGroups();
+
+        return (
+            <Tabs
+                defaultActiveKey="classification"
+                items={Object.entries(groups).map(([groupKey, groupConfig]) => {
+                    const groupControls = controlOptions.filter((opt: TagOption) =>
+                        groupConfig.controls.includes(opt.value)
+                    );
+
+                    return {
+                        key: groupKey,
+                        label: groupConfig.label,
+                        children: (
+                            <List
+                                grid={{ gutter: 16, xs: 1, sm: 2, md: 2, lg: 3, xl: 3, xxl: 4 }}
+                                dataSource={groupControls}
+                                locale={{ emptyText: "此分组暂无控件" }}
+                                renderItem={(item: TagOption) => {
+                                    const ctrlConfig = config?.controls[item.value];
+                                    return (
+                                        <List.Item>
+                                            <Card
+                                                hoverable
+                                                size="small"
+                                                onClick={() => onTagSelect?.(item.value, "control")}
+                                                style={{ height: "100%" }}
+                                            >
+                                                <Space direction="vertical" size="small" style={{ width: "100%" }}>
+                                                    <div style={{ display: "flex", justifyContent: "space-between", alignItems: "center" }}>
+                                                        <Text strong>
+                                                            {getControlDisplayName(item.value)}
+                                                        </Text>
+                                                        <Tag color="green">&lt;{item.value}&gt;</Tag>
+                                                    </div>
+                                                    <Text type="secondary" style={{ fontSize: 12 }}>
+                                                        {item.description}
+                                                    </Text>
+                                                    {ctrlConfig && (
+                                                        <Space
+                                                            size={4}
+                                                            wrap
+                                                            style={{ marginTop: 8 }}
+                                                        >
+                                                            {ctrlConfig.requires_children && (
+                                                                <Tag
+                                                                    color="orange"
+                                                                    style={{ fontSize: 10, margin: 0 }}
+                                                                >
+                                                                    需要 &lt;{ctrlConfig.child_tag}&gt;
+                                                                </Tag>
+                                                            )}
+                                                            {ctrlConfig.required_attrs.includes("toName") && (
+                                                                <Tag
+                                                                    color="purple"
+                                                                    style={{ fontSize: 10, margin: 0 }}
+                                                                >
+                                                                    绑定对象
+                                                                </Tag>
+                                                            )}
+                                                        </Space>
+                                                    )}
+                                                </Space>
+                                            </Card>
+                                        </List.Item>
+                                    );
+                                }}
+                            />
+                        ),
+                    };
+                })}
+            />
+        );
+    };
+
+    return (
+        <Card>
+            <Tabs
+                defaultActiveKey="controls"
+                items={[
+                    {
+                        key: "controls",
+                        label: (
+                            <span>
+                                <ControlOutlined />
+                                控件标签 ({controlOptions.length})
+                            </span>
+                        ),
+                        children: renderControlsByGroup(),
+                    },
+                    {
+                        key: "objects",
+                        label: (
+                            <span>
+                                <AppstoreOutlined />
+                                数据对象 ({objectOptions.length})
+                            </span>
+                        ),
+                        children: renderObjectList(),
+                    },
+                    {
+                        key: "help",
+                        label: (
+                            <span>
+                                <InfoCircleOutlined />
+                                使用说明
+                            </span>
+                        ),
+                        children: (
+                            <div style={{ padding: "16px" }}>
+                                <Title level={4}>Label Studio 标签配置说明</Title>
+                                <Paragraph>
+                                    标注模板由两类标签组成：
+                                </Paragraph>
+                                <ul>
+                                    <li>
+                                        <Text strong>数据对象标签</Text>：定义要标注的数据类型（如图像、文本、音频等）
+                                    </li>
+                                    <li>
+                                        <Text strong>控件标签</Text>：定义标注工具和交互方式（如矩形框、分类选项、文本输入等）
+                                    </li>
+                                </ul>
+                                <Title level={5} style={{ marginTop: 24 }}>
+                                    基本结构
+                                </Title>
+                                <Paragraph>
+                                    <pre style={{ background: "#f5f5f5", padding: 12, borderRadius: 4 }}>
+                                        {`<View>
+  <!-- 数据对象 -->
+  <Image name="image" value="$image" />
+  
+  <!-- 控件 -->
+  <RectangleLabels name="label" toName="image">
+    <Label value="人物" />
+    <Label value="车辆" />
+  </RectangleLabels>
+</View>`}
+                                    </pre>
+                                </Paragraph>
+                                <Title level={5} style={{ marginTop: 24 }}>
+                                    属性说明
+                                </Title>
+                                <ul>
+                                    <li>
+                                        <Text code>name</Text>：控件的唯一标识符
+                                    </li>
+                                    <li>
+                                        <Text code>toName</Text>：指向要标注的数据对象的 name
+                                    </li>
+                                    <li>
+                                        <Text code>value</Text>：数据源字段，以 $ 开头（如 $image, $text）
+                                    </li>
+                                    <li>
+                                        <Text code>required</Text>：是否必填（可选）
+                                    </li>
+                                </ul>
+                            </div>
+                        ),
+                    },
+                ]}
+            />
+        </Card>
+    );
+};
+
+export default TagBrowser;
diff --git a/frontend/src/pages/DataAnnotation/Template/components/TagSelector.tsx b/frontend/src/pages/DataAnnotation/Template/components/TagSelector.tsx
new file mode 100644
index 0000000..46f748b
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/Template/components/TagSelector.tsx
@@ -0,0 +1,301 @@
+import React, { useState, useEffect } from "react";
+import { Select, Tooltip, Spin, Collapse, Tag, Space } from "antd";
+import { InfoCircleOutlined } from "@ant-design/icons";
+import { getTagConfigUsingGet } from "../../annotation.api";
+import type {
+    LabelStudioTagConfig,
+    TagOption,
+} from "../../annotation.tagconfig";
+import {
+    parseTagConfig,
+    getControlDisplayName,
+    getObjectDisplayName,
+    getControlGroups,
+} from "../../annotation.tagconfig";
+
+const { Option, OptGroup } = Select;
+
+interface TagSelectorProps {
+    value?: string;
+    onChange?: (value: string) => void;
+    type: "object" | "control";
+    placeholder?: string;
+    style?: React.CSSProperties;
+    disabled?: boolean;
+}
+
+/**
+ * Tag Selector Component
+ * Dynamically fetches and displays available Label Studio tags from backend config
+ */
+const TagSelector: React.FC<TagSelectorProps> = ({
+    value,
+    onChange,
+    type,
+    placeholder,
+    style,
+    disabled,
+}) => {
+    const [loading, setLoading] = useState(true);
+    const [error, setError] = useState<string | null>(null);
+    const [tagOptions, setTagOptions] = useState<TagOption[]>([]);
+
+    useEffect(() => {
+        fetchTagConfig();
+    }, []);
+
+    const fetchTagConfig = async () => {
+        setLoading(true);
+        setError(null);
+        try {
+            const response = await getTagConfigUsingGet();
+            if (response.code === 200 && response.data) {
+                const config: LabelStudioTagConfig = response.data;
+                const { objectOptions, controlOptions } = parseTagConfig(config);
+
+                if (type === "object") {
+                    setTagOptions(objectOptions);
+                } else {
+                    setTagOptions(controlOptions);
+                }
+            } else {
+                setError(response.message || "获取标签配置失败");
+            }
+        } catch (err: any) {
+            console.error("Failed to fetch tag config:", err);
+            setError("加载标签配置时出错");
+        } finally {
+            setLoading(false);
+        }
+    };
+
+    if (loading) {
+        return (
+            <Select
+                placeholder="加载中..."
+                style={style}
+                disabled
+                suffixIcon={<Spin size="small" />}
+            />
+        );
+    }
+
+    if (error) {
+        return (
+            <Tooltip title={error}>
+                <Select
+                    placeholder="加载失败，点击重试"
+                    style={style}
+                    disabled={disabled}
+                    status="error"
+                    onClick={() => fetchTagConfig()}
+                />
+            </Tooltip>
+        );
+    }
+
+    // Group controls by usage pattern
+    if (type === "control") {
+        const groups = getControlGroups();
+        const groupedOptions: Record<string, TagOption[]> = {};
+        const ungroupedOptions: TagOption[] = [];
+
+        // Group the controls
+        Object.entries(groups).forEach(([groupKey, groupConfig]) => {
+            groupedOptions[groupKey] = tagOptions.filter((opt) =>
+                groupConfig.controls.includes(opt.value)
+            );
+        });
+
+        // Find ungrouped controls
+        const allGroupedControls = new Set(
+            Object.values(groups).flatMap((g) => g.controls)
+        );
+        tagOptions.forEach((opt) => {
+            if (!allGroupedControls.has(opt.value)) {
+                ungroupedOptions.push(opt);
+            }
+        });
+
+        return (
+            <Select
+                value={value}
+                onChange={onChange}
+                placeholder={placeholder || "选择控件类型"}
+                style={style}
+                disabled={disabled}
+                showSearch
+                optionFilterProp="label"
+            >
+                {Object.entries(groups).map(([groupKey, groupConfig]) => {
+                    const options = groupedOptions[groupKey];
+                    if (options.length === 0) return null;
+
+                    return (
+                        <OptGroup key={groupKey} label={groupConfig.label}>
+                            {options.map((opt) => (
+                                <Option key={opt.value} value={opt.value} label={opt.label}>
+                                    <div className="flex items-center justify-between">
+                                        <span>{getControlDisplayName(opt.value)}</span>
+                                        <Tooltip title={opt.description}>
+                                            <InfoCircleOutlined
+                                                style={{ color: "#8c8c8c", fontSize: 12 }}
+                                            />
+                                        </Tooltip>
+                                    </div>
+                                </Option>
+                            ))}
+                        </OptGroup>
+                    );
+                })}
+                {ungroupedOptions.length > 0 && (
+                    <OptGroup label="其他">
+                        {ungroupedOptions.map((opt) => (
+                            <Option key={opt.value} value={opt.value} label={opt.label}>
+                                <div className="flex items-center justify-between">
+                                    <span>{getControlDisplayName(opt.value)}</span>
+                                    <Tooltip title={opt.description}>
+                                        <InfoCircleOutlined
+                                            style={{ color: "#8c8c8c", fontSize: 12 }}
+                                        />
+                                    </Tooltip>
+                                </div>
+                            </Option>
+                        ))}
+                    </OptGroup>
+                )}
+            </Select>
+        );
+    }
+
+    // Objects selector (no grouping)
+    return (
+        <Select
+            value={value}
+            onChange={onChange}
+            placeholder={placeholder || "选择数据对象类型"}
+            style={style}
+            disabled={disabled}
+            showSearch
+            optionFilterProp="label"
+        >
+            {tagOptions.map((opt) => (
+                <Option key={opt.value} value={opt.value} label={opt.label}>
+                    <div className="flex items-center justify-between">
+                        <span>{getObjectDisplayName(opt.value)}</span>
+                        <Tooltip title={opt.description}>
+                            <InfoCircleOutlined style={{ color: "#8c8c8c", fontSize: 12 }} />
+                        </Tooltip>
+                    </div>
+                </Option>
+            ))}
+        </Select>
+    );
+};
+
+export default TagSelector;
+
+/**
+ * Tag Info Panel Component
+ * Displays detailed information about a selected tag
+ */
+interface TagInfoPanelProps {
+    tagConfig: LabelStudioTagConfig | null;
+    tagType: string;
+    category: "object" | "control";
+}
+
+export const TagInfoPanel: React.FC<TagInfoPanelProps> = ({
+    tagConfig,
+    tagType,
+    category,
+}) => {
+    if (!tagConfig || !tagType) {
+        return null;
+    }
+
+    const config =
+        category === "object"
+            ? tagConfig.objects[tagType]
+            : tagConfig.controls[tagType];
+
+    if (!config) {
+        return null;
+    }
+
+    return (
+        <Collapse
+            size="small"
+            items={[
+                {
+                    key: "1",
+                    label: "标签配置详情",
+                    children: (
+                        <Space direction="vertical" size="small" style={{ width: "100%" }}>
+                            <div>
+                                <strong>描述：</strong>
+                                {config.description}
+                            </div>
+
+                            <div>
+                                <strong>必需属性：</strong>
+                                <div style={{ marginTop: 4 }}>
+                                    {config.required_attrs.map((attr: string) => (
+                                        <Tag key={attr} color="red">
+                                            {attr}
+                                        </Tag>
+                                    ))}
+                                </div>
+                            </div>
+
+                            {config.optional_attrs &&
+                                Object.keys(config.optional_attrs).length > 0 && (
+                                    <div>
+                                        <strong>可选属性：</strong>
+                                        <div style={{ marginTop: 4 }}>
+                                            {Object.entries(config.optional_attrs).map(
+                                                ([attrName, attrConfig]: [string, any]) => (
+                                                    <Tooltip
+                                                        key={attrName}
+                                                        title={
+                                                            <div>
+                                                                {attrConfig.description && (
+                                                                    <div>{attrConfig.description}</div>
+                                                                )}
+                                                                {attrConfig.type && (
+                                                                    <div>类型: {attrConfig.type}</div>
+                                                                )}
+                                                                {attrConfig.default !== undefined && (
+                                                                    <div>默认值: {String(attrConfig.default)}</div>
+                                                                )}
+                                                                {attrConfig.values && (
+                                                                    <div>
+                                                                        可选值: {attrConfig.values.join(", ")}
+                                                                    </div>
+                                                                )}
+                                                            </div>
+                                                        }
+                                                    >
+                                                        <Tag color="blue" style={{ cursor: "help" }}>
+                                                            {attrName}
+                                                        </Tag>
+                                                    </Tooltip>
+                                                )
+                                            )}
+                                        </div>
+                                    </div>
+                                )}
+
+                            {config.requires_children && (
+                                <div>
+                                    <strong>子元素：</strong>
+                                    <Tag color="green">需要 &lt;{config.child_tag}&gt;</Tag>
+                                </div>
+                            )}
+                        </Space>
+                    ),
+                },
+            ]}
+        />
+    );
+};
diff --git a/frontend/src/pages/DataAnnotation/Template/components/index.ts b/frontend/src/pages/DataAnnotation/Template/components/index.ts
new file mode 100644
index 0000000..09d55ec
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/Template/components/index.ts
@@ -0,0 +1,3 @@
+export { default as TagSelector } from "./TagSelector";
+export { default as TagBrowser } from "./TagBrowser";
+export { TagInfoPanel } from "./TagSelector";
diff --git a/frontend/src/pages/DataAnnotation/Template/index.ts b/frontend/src/pages/DataAnnotation/Template/index.ts
index d57f223..1dac9e5 100644
--- a/frontend/src/pages/DataAnnotation/Template/index.ts
+++ b/frontend/src/pages/DataAnnotation/Template/index.ts
@@ -1,3 +1,4 @@
 export { default as TemplateList } from "./TemplateList";
 export { default as TemplateForm } from "./TemplateForm";
 export { default as TemplateDetail } from "./TemplateDetail";
+export { TagBrowser, TagSelector, TagInfoPanel } from "./components";
diff --git a/frontend/src/pages/DataAnnotation/annotation.api.ts b/frontend/src/pages/DataAnnotation/annotation.api.ts
index fe2e7d8..ffef0f0 100644
--- a/frontend/src/pages/DataAnnotation/annotation.api.ts
+++ b/frontend/src/pages/DataAnnotation/annotation.api.ts
@@ -26,17 +26,9 @@ export function queryAnnotationTaskByIdUsingGet(mappingId: string | number) {
 export function queryMappingsBySourceUsingGet(datasetId: string, params?: any) {
   return get(`/api/annotation/project/by-source/${datasetId}`, params);
 }
-export function deleteAnnotationTaskByIdUsingDelete(params?: any) {
-  // Ensure query params are sent in the URL for backend endpoints that expect Query parameters
-  if (params && typeof params === "object" && !Array.isArray(params)) {
-    const pairs = Object.keys(params)
-      .filter((k) => params[k] !== undefined && params[k] !== null)
-      .map((k) => `${encodeURIComponent(k)}=${encodeURIComponent(params[k])}`);
-    const query = pairs.length ? `?${pairs.join("&")}` : "";
-    return del(`/api/annotation/project${query}`);
-  }
-
-  return del(`/api/annotation/project`, params);
+export function deleteAnnotationTaskByIdUsingDelete(mappingId: string) {
+  // Backend expects mapping UUID as path parameter
+  return del(`/api/annotation/project/${mappingId}`);
 }
 
 // 智能预标注相关接口
@@ -100,32 +92,37 @@ export function getAnnotationStatisticsUsingGet(params?: any) {
   return get("/api/v1/annotation/statistics", params);
 }
 
+// 标签配置管理
+export function getTagConfigUsingGet() {
+  return get("/api/annotation/tags/config");
+}
+
 // 标注模板管理
 export function queryAnnotationTemplatesUsingGet(params?: any) {
-  return get("/api/annotation/templates", params);
+  return get("/api/annotation/template", params);
 }
 
 export function createAnnotationTemplateUsingPost(data: any) {
-  return post("/api/annotation/templates", data);
+  return post("/api/annotation/template", data);
 }
 
 export function queryAnnotationTemplateByIdUsingGet(
   templateId: string | number
 ) {
-  return get(`/api/annotation/templates/${templateId}`);
+  return get(`/api/v1/annotation/templates/${templateId}`);
 }
 
 export function updateAnnotationTemplateByIdUsingPut(
   templateId: string | number,
   data: any
 ) {
-  return put(`/api/annotation/templates/${templateId}`, data);
+  return put(`/api/v1/annotation/templates/${templateId}`, data);
 }
 
 export function deleteAnnotationTemplateByIdUsingDelete(
   templateId: string | number
 ) {
-  return del(`/api/annotation/templates/${templateId}`);
+  return del(`/api/v1/annotation/templates/${templateId}`);
 }
 
 // 主动学习相关接口
diff --git a/frontend/src/pages/DataAnnotation/annotation.tagconfig.ts b/frontend/src/pages/DataAnnotation/annotation.tagconfig.ts
new file mode 100644
index 0000000..85dff00
--- /dev/null
+++ b/frontend/src/pages/DataAnnotation/annotation.tagconfig.ts
@@ -0,0 +1,187 @@
+/**
+ * Label Studio Tag Configuration Types
+ * Corresponds to runtime/datamate-python/app/module/annotation/config/label_studio_tags.yaml
+ */
+
+export interface TagAttributeConfig {
+    type?: "boolean" | "number" | "string";
+    values?: string[];
+    default?: any;
+    description?: string;
+}
+
+export interface TagConfig {
+    description: string;
+    required_attrs: string[];
+    optional_attrs?: Record<string, TagAttributeConfig>;
+    requires_children?: boolean;
+    child_tag?: string;
+    child_required_attrs?: string[];
+    category?: string; // e.g., "labeling" or "layout" for controls; "image", "text", etc. for objects
+}
+
+export interface LabelStudioTagConfig {
+    objects: Record<string, TagConfig>;
+    controls: Record<string, TagConfig>;
+}
+
+/**
+ * UI-friendly representation of a tag for selection
+ */
+export interface TagOption {
+    value: string;
+    label: string;
+    description: string;
+    category: "object" | "control";
+    requiresChildren: boolean;
+    childTag?: string;
+    requiredAttrs: string[];
+    optionalAttrs?: Record<string, TagAttributeConfig>;
+}
+
+/**
+ * Convert backend tag config to frontend tag options
+ * @param config - The full tag configuration from backend
+ * @param includeLabelingOnly - If true, only include controls with category="labeling" (default: true)
+ */
+export function parseTagConfig(
+    config: LabelStudioTagConfig,
+    includeLabelingOnly: boolean = true
+): {
+    objectOptions: TagOption[];
+    controlOptions: TagOption[];
+} {
+    const objectOptions: TagOption[] = Object.entries(config.objects).map(
+        ([key, value]) => ({
+            value: key,
+            label: key,
+            description: value.description,
+            category: "object" as const,
+            requiresChildren: value.requires_children || false,
+            childTag: value.child_tag,
+            requiredAttrs: value.required_attrs,
+            optionalAttrs: value.optional_attrs,
+        })
+    );
+
+    const controlOptions: TagOption[] = Object.entries(config.controls)
+        .filter(([_, value]) => {
+            // If includeLabelingOnly is true, filter out layout controls
+            if (includeLabelingOnly) {
+                return value.category === "labeling";
+            }
+            return true;
+        })
+        .map(([key, value]) => ({
+            value: key,
+            label: key,
+            description: value.description,
+            category: "control" as const,
+            requiresChildren: value.requires_children || false,
+            childTag: value.child_tag,
+            requiredAttrs: value.required_attrs,
+            optionalAttrs: value.optional_attrs,
+        }));
+
+    return { objectOptions, controlOptions };
+}
+
+/**
+ * Get user-friendly display name for control types
+ */
+export function getControlDisplayName(controlType: string): string {
+    const displayNames: Record<string, string> = {
+        Choices: "选项 (单选/多选)",
+        RectangleLabels: "矩形框",
+        PolygonLabels: "多边形",
+        Labels: "标签",
+        TextArea: "文本区域",
+        Rating: "评分",
+        Taxonomy: "分类树",
+        Ranker: "排序",
+        List: "列表",
+        BrushLabels: "画笔分割",
+        EllipseLabels: "椭圆",
+        KeyPointLabels: "关键点",
+        Rectangle: "矩形",
+        Polygon: "多边形",
+        Ellipse: "椭圆",
+        KeyPoint: "关键点",
+        Brush: "画笔",
+        Number: "数字输入",
+        DateTime: "日期时间",
+        Relation: "关系",
+        Relations: "关系组",
+        Pairwise: "成对比较",
+    };
+
+    return displayNames[controlType] || controlType;
+}
+
+/**
+ * Get user-friendly display name for object types
+ */
+export function getObjectDisplayName(objectType: string): string {
+    const displayNames: Record<string, string> = {
+        Image: "图像",
+        Text: "文本",
+        Audio: "音频",
+        Video: "视频",
+        HyperText: "HTML内容",
+        PDF: "PDF文档",
+        Markdown: "Markdown内容",
+        Paragraphs: "段落",
+        Table: "表格",
+        AudioPlus: "高级音频",
+        Timeseries: "时间序列",
+        Vector: "向量数据",
+        Chat: "对话数据",
+    };
+
+    return displayNames[objectType] || objectType;
+}
+
+/**
+ * Group control types by common usage patterns
+ */
+export function getControlGroups(): Record<
+    string,
+    { label: string; controls: string[] }
+> {
+    return {
+        classification: {
+            label: "分类标注",
+            controls: ["Choices", "Taxonomy", "Labels", "Rating"],
+        },
+        detection: {
+            label: "目标检测",
+            controls: [
+                "RectangleLabels",
+                "PolygonLabels",
+                "EllipseLabels",
+                "KeyPointLabels",
+                "Rectangle",
+                "Polygon",
+                "Ellipse",
+                "KeyPoint",
+            ],
+        },
+        segmentation: {
+            label: "分割标注",
+            controls: ["BrushLabels", "Brush", "BitmaskLabels", "MagicWand"],
+        },
+        text: {
+            label: "文本输入",
+            controls: ["TextArea", "Number", "DateTime"],
+        },
+        other: {
+            label: "其他",
+            controls: [
+                "TimeseriesLabels",
+                "VectorLabels",
+                "ParagraphLabels",
+                "VideoRectangle",
+            ],
+        },
+    };
+}
diff --git a/runtime/datamate-python/app/main.py b/runtime/datamate-python/app/main.py
index ca96c21..0e7f69b 100644
--- a/runtime/datamate-python/app/main.py
+++ b/runtime/datamate-python/app/main.py
@@ -32,7 +32,7 @@ async def lifespan(app: FastAPI):
     try:
         async with AsyncSessionLocal() as session:
             await session.execute(text("SELECT 1"))
-        logger.info(f"Database: mysql+aiomysql://{settings.mysql_user}:{settings.mysql_password}@{settings.mysql_host}:{settings.mysql_port}/{settings.mysql_database}")
+        logger.info(f"Database: mysql+aiomysql://{'*' * len(settings.mysql_user)}:{'*' * len(settings.mysql_password)}@{settings.mysql_host}:{settings.mysql_port}/{settings.mysql_database}")
     except Exception as e:
         logger.error(f"Database connection validation failed: {e}")
         logger.debug(f"Connection details: {settings.database_url}")
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 5da5d8d..b56893b 100644
--- a/runtime/datamate-python/app/module/annotation/client/labelstudio/client.py
+++ b/runtime/datamate-python/app/module/annotation/client/labelstudio/client.py
@@ -111,6 +111,10 @@ class Client:
                 "label_config": label_config or "<View></View>"
             }
             
+            # Log the request body for debugging
+            logger.debug(f"Request body: {project_data}")
+            logger.debug(f"Label config being sent:\n{project_data['label_config']}")
+            
             response = await self.client.post("/api/projects", json=project_data)
             response.raise_for_status()
             
@@ -127,7 +131,7 @@ class Client:
             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"Request Body: {e.request.content.decode() if e.request.content else 'None'}\n"
                 f"Response Body: {e.response.text[:1000]}"  # First 1000 chars
             )
             return None
diff --git a/runtime/datamate-python/app/module/annotation/config/__init__.py b/runtime/datamate-python/app/module/annotation/config/__init__.py
new file mode 100644
index 0000000..8ce6003
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/config/__init__.py
@@ -0,0 +1,4 @@
+"""Tag configuration package"""
+from .tag_config import LabelStudioTagConfig
+
+__all__ = ['LabelStudioTagConfig']
diff --git a/runtime/datamate-python/app/module/annotation/config/label_studio_tags.yaml b/runtime/datamate-python/app/module/annotation/config/label_studio_tags.yaml
new file mode 100644
index 0000000..c74cbd9
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/config/label_studio_tags.yaml
@@ -0,0 +1,467 @@
+# Label Studio Tag Configuration
+# Defines supported tags, their properties, and child element requirements
+
+# Object tags - represent data to be annotated
+objects:
+  Audio:
+    description: "Display audio files"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: media
+  Bitmask:
+    description: "Display bitmask images for segmentation"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: image
+  PDF:
+    description: "Display PDF documents"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: document
+  Markdown:
+    description: "Display Markdown content"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: document
+  ParagraphLabels:
+    description: "Display paragraphs with label support"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: text
+  Timeseries:
+    description: "Display timeseries data"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: data
+  Vector:
+    description: "Display vector data for annotation"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: data
+  Chat:
+    description: "Display chat data for annotation"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: text
+
+  HyperText:
+    description: "Display HTML content"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: document
+  Image:
+    description: "Display images for annotation"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: image
+  Text:
+    description: "Display text for annotation"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: text
+  Video:
+    description: "Display video files"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: media
+  AudioPlus:
+    description: "Advanced audio player"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: media
+  Paragraphs:
+    description: "Display paragraphs of text"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: text
+  Table:
+    description: "Display tabular data"
+    required_attrs: [name, value]
+    optional_attrs: []
+    category: data
+
+# Control tags - tools for annotation
+# Categories:
+#   - labeling: Controls used for annotating/labeling objects (shown in template form)
+#   - layout: UI/layout elements not used for labeling (hidden from template form by default)
+controls:
+  # Choice-based controls (use <Choice> children)
+  Choices:
+    description: "Multiple choice classification"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+        description: "Whether the choice is required"
+      choice:
+        type: string
+        values: [single, multiple]
+        default: single
+        description: "Selection mode: single or multiple"
+      showInline:
+        type: boolean
+        default: true
+        description: "Show choices inline or as dropdown"
+    requires_children: true
+    child_tag: Choice
+    child_required_attrs: [value]
+    category: labeling
+
+  Taxonomy:
+    description: "Hierarchical multi-label classification"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+      maxDepth:
+        type: number
+        default: 3
+        description: "Maximum depth of taxonomy tree"
+    requires_children: true
+    child_tag: Path
+    child_required_attrs: [value]
+    category: labeling
+
+  Ranker:
+    description: "Rank items in order"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+      maxChoices:
+        type: number
+        default: 5
+        description: "Maximum number of choices to rank"
+    requires_children: true
+    child_tag: Choice
+    child_required_attrs: [value]
+    category: layout
+
+  List:
+    description: "List selection control"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+      mode:
+        type: string
+        values: [single, multiple]
+        default: single
+    requires_children: true
+    child_tag: Item
+    child_required_attrs: [value]
+    category: layout
+
+  Filter:
+    description: "Filter control for annotation"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+    requires_children: false
+    category: layout
+
+  Collapse:
+    description: "Collapsible UI section"
+    required_attrs: [name]
+    optional_attrs:
+      collapsed:
+        type: boolean
+        default: false
+    requires_children: false
+    category: layout
+
+  Header:
+    description: "Section header for UI grouping"
+    required_attrs: [name]
+    optional_attrs:
+      level:
+        type: number
+        default: 1
+        description: "Header level (1-6)"
+    requires_children: false
+    category: layout
+
+  Shortcut:
+    description: "Keyboard shortcut definition"
+    required_attrs: [name, toName]
+    optional_attrs:
+      key:
+        type: string
+        description: "Shortcut key"
+    requires_children: false
+    category: layout
+
+  Style:
+    description: "Custom style for annotation UI"
+    required_attrs: [name]
+    optional_attrs:
+      value:
+        type: string
+        description: "CSS style value"
+    requires_children: false
+    category: layout
+
+  MagicWand:
+    description: "Magic wand segmentation tool"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+    requires_children: false
+    category: labeling
+
+  BitmaskLabels:
+    description: "Bitmask segmentation with labels"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  TimeseriesLabels:
+    description: "Labels for timeseries data"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  VectorLabels:
+    description: "Labels for vector data"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  ParagraphLabels:
+    description: "Labels for paragraphs"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  Relation:
+    description: "Draw relation between objects"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+    requires_children: false
+    category: layout
+
+  Relations:
+    description: "Draw multiple relations between objects"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+    requires_children: false
+    category: layout
+
+  Pairwise:
+    description: "Pairwise comparison control"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+    requires_children: false
+    category: layout
+
+  DateTime:
+    description: "Date and time input"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+      format:
+        type: string
+        default: "YYYY-MM-DD HH:mm:ss"
+    requires_children: false
+    category: labeling
+
+  Number:
+    description: "Numeric input field"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+      min:
+        type: number
+      max:
+        type: number
+      step:
+        type: number
+        default: 1
+    requires_children: false
+    category: labeling
+
+  # Label-based controls (use <Label> children)
+  RectangleLabels:
+    description: "Rectangle bounding boxes with labels"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+        description: "Whether annotation is required"
+      strokeWidth:
+        type: number
+        default: 3
+        description: "Width of the bounding box border"
+      canRotate:
+        type: boolean
+        default: true
+        description: "Allow rotation of rectangles"
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  PolygonLabels:
+    description: "Polygon annotations with labels"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+      strokeWidth:
+        type: number
+        default: 3
+      pointSize:
+        type: string
+        values: [small, medium, large]
+        default: medium
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  Labels:
+    description: "Generic labels for classification"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  KeyPointLabels:
+    description: "Keypoint annotations with labels"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  BrushLabels:
+    description: "Brush/semantic segmentation with labels"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  EllipseLabels:
+    description: "Ellipse annotations with labels"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: true
+    child_tag: Label
+    child_required_attrs: [value]
+    category: labeling
+
+  # Simple controls (no children required)
+  Rectangle:
+    description: "Rectangle bounding box without labels"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: false
+    category: labeling
+
+  Polygon:
+    description: "Polygon annotation without labels"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: false
+    category: labeling
+
+  Ellipse:
+    description: "Ellipse annotation without labels"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: false
+    category: labeling
+
+  KeyPoint:
+    description: "Keypoint annotation without labels"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: false
+    category: labeling
+
+  Brush:
+    description: "Brush annotation without labels"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: false
+    category: labeling
+
+  TextArea:
+    description: "Text input field"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+      placeholder:
+        type: string
+        description: "Placeholder text"
+      maxSubmissions:
+        type: number
+        description: "Maximum number of submissions"
+      rows:
+        type: number
+        default: 3
+        description: "Number of rows in textarea"
+      editable:
+        type: boolean
+        default: true
+    requires_children: false
+    category: labeling
+
+  Rating:
+    description: "Star rating or numeric rating"
+    required_attrs: [name, toName]
+    optional_attrs:
+      required:
+        type: boolean
+      maxRating:
+        type: number
+        default: 5
+        description: "Maximum rating value"
+      defaultValue:
+        type: number
+        description: "Default rating value"
+      size:
+        type: string
+        values: [small, medium, large]
+        default: medium
+      icon:
+        type: string
+        values: [star, heart, fire, thumbs]
+        default: star
+    requires_children: false
+    category: labeling
+
+  VideoRectangle:
+    description: "Rectangle annotations for video"
+    required_attrs: [name, toName]
+    optional_attrs: [required]
+    requires_children: false
+    category: labeling
diff --git a/runtime/datamate-python/app/module/annotation/config/tag_config.py b/runtime/datamate-python/app/module/annotation/config/tag_config.py
new file mode 100644
index 0000000..305e228
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/config/tag_config.py
@@ -0,0 +1,150 @@
+"""
+Label Studio Tag Configuration Loader
+"""
+import yaml
+from typing import Dict, Any, Optional, Set, Tuple
+from pathlib import Path
+
+
+class LabelStudioTagConfig:
+    """Label Studio标签配置管理器"""
+    
+    _instance: Optional['LabelStudioTagConfig'] = None
+    _config: Dict[str, Any] = {}
+    
+    def __new__(cls):
+        if cls._instance is None:
+            cls._instance = super().__new__(cls)
+        return cls._instance
+    
+    def __init__(self):
+        """初始化时加载配置"""
+        if not self._config:
+            self._load_config()
+    
+    @classmethod
+    def _load_config(cls):
+        """加载YAML配置文件"""
+        config_path = Path(__file__).parent / "label_studio_tags.yaml"
+        with open(config_path, 'r', encoding='utf-8') as f:
+            cls._config = yaml.safe_load(f) or {}
+    
+    @classmethod
+    def get_object_types(cls) -> Set[str]:
+        """获取所有支持的对象类型"""
+        return set(cls._config.get('objects', {}).keys())
+    
+    @classmethod
+    def get_control_types(cls) -> Set[str]:
+        """获取所有支持的控件类型"""
+        return set(cls._config.get('controls', {}).keys())
+    
+    @classmethod
+    def get_control_config(cls, control_type: str) -> Optional[Dict[str, Any]]:
+        """获取控件的配置信息"""
+        return cls._config.get('controls', {}).get(control_type)
+    
+    @classmethod
+    def get_object_config(cls, object_type: str) -> Optional[Dict[str, Any]]:
+        """获取对象的配置信息"""
+        return cls._config.get('objects', {}).get(object_type)
+    
+    @classmethod
+    def requires_children(cls, control_type: str) -> bool:
+        """检查控件是否需要子元素"""
+        config = cls.get_control_config(control_type)
+        return config.get('requires_children', False) if config else False
+    
+    @classmethod
+    def get_child_tag(cls, control_type: str) -> Optional[str]:
+        """获取控件的子元素标签名"""
+        config = cls.get_control_config(control_type)
+        return config.get('child_tag') if config else None
+    
+    @classmethod
+    def get_controls_with_child_tag(cls, child_tag: str) -> Set[str]:
+        """获取使用指定子元素标签的所有控件类型"""
+        controls = set()
+        for control_type, config in cls._config.get('controls', {}).items():
+            if config.get('child_tag') == child_tag:
+                controls.add(control_type)
+        return controls
+    
+    @classmethod
+    def get_optional_attrs(cls, tag_type: str, is_control: bool = True) -> Dict[str, Any]:
+        """
+        获取标签的可选属性配置
+        
+        Args:
+            tag_type: 标签类型
+            is_control: 是否为控件类型（否则为对象类型）
+            
+        Returns:
+            可选属性配置字典
+        """
+        config = cls.get_control_config(tag_type) if is_control else cls.get_object_config(tag_type)
+        if not config:
+            return {}
+        
+        optional_attrs = config.get('optional_attrs', {})
+        
+        # 如果是简单列表格式（旧格式），转换为字典
+        if isinstance(optional_attrs, list):
+            return {attr: {} for attr in optional_attrs}
+        
+        # 确保返回的是字典
+        return optional_attrs if isinstance(optional_attrs, dict) else {}
+    
+    @classmethod
+    def validate_attr_value(cls, tag_type: str, attr_name: str, attr_value: Any, is_control: bool = True) -> Tuple[bool, Optional[str]]:
+        """
+        验证属性值是否符合配置要求
+        
+        Args:
+            tag_type: 标签类型
+            attr_name: 属性名
+            attr_value: 属性值
+            is_control: 是否为控件类型
+            
+        Returns:
+            (是否有效, 错误信息)
+        """
+        optional_attrs = cls.get_optional_attrs(tag_type, is_control)
+        
+        if attr_name not in optional_attrs:
+            return True, None  # 不在配置中的属性，不验证
+        
+        attr_config = optional_attrs.get(attr_name, {})
+        
+        # 如果配置不是字典，跳过验证
+        if not isinstance(attr_config, dict):
+            return True, None
+        
+        # 检查类型
+        expected_type = attr_config.get('type')
+        if expected_type == 'boolean':
+            if not isinstance(attr_value, (bool, str)) or (isinstance(attr_value, str) and attr_value.lower() not in ['true', 'false']):
+                return False, f"Attribute '{attr_name}' must be boolean"
+        elif expected_type == 'number':
+            try:
+                float(attr_value)
+            except (ValueError, TypeError):
+                return False, f"Attribute '{attr_name}' must be a number"
+        
+        # 检查枚举值
+        allowed_values = attr_config.get('values')
+        if allowed_values and attr_value not in allowed_values:
+            return False, f"Attribute '{attr_name}' must be one of {allowed_values}, got '{attr_value}'"
+        
+        return True, None
+    
+    @classmethod
+    def get_attr_default(cls, tag_type: str, attr_name: str, is_control: bool = True) -> Optional[Any]:
+        """获取属性的默认值"""
+        optional_attrs = cls.get_optional_attrs(tag_type, is_control)
+        attr_config = optional_attrs.get(attr_name, {})
+        
+        # 确保attr_config是字典后再访问
+        if isinstance(attr_config, dict):
+            return attr_config.get('default')
+        return None
diff --git a/runtime/datamate-python/app/module/annotation/interface/__init__.py b/runtime/datamate-python/app/module/annotation/interface/__init__.py
index a1960db..f4ed433 100644
--- a/runtime/datamate-python/app/module/annotation/interface/__init__.py
+++ b/runtime/datamate-python/app/module/annotation/interface/__init__.py
@@ -1,6 +1,6 @@
 from fastapi import APIRouter
 
-from .about import router as about_router
+from .config 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
diff --git a/runtime/datamate-python/app/module/annotation/interface/about.py b/runtime/datamate-python/app/module/annotation/interface/about.py
deleted file mode 100644
index 1e34feb..0000000
--- a/runtime/datamate-python/app/module/annotation/interface/about.py
+++ /dev/null
@@ -1,25 +0,0 @@
-from fastapi import APIRouter
-
-from app.module.shared.schema import StandardResponse
-from app.core.logging import get_logger
-from app.core.config import settings
-
-from ..schema import ConfigResponse
-
-
-router = APIRouter(
-    prefix="/about",
-    tags=["annotation/about"]
-)
-logger = get_logger(__name__)
-
-@router.get("", response_model=StandardResponse[ConfigResponse])
-async def get_config():
-    """获取配置信息"""
-    return StandardResponse(
-        code=200,
-        message="success",
-        data=ConfigResponse(
-            label_studio_url=settings.label_studio_base_url,
-        )
-    )
\ No newline at end of file
diff --git a/runtime/datamate-python/app/module/annotation/interface/config.py b/runtime/datamate-python/app/module/annotation/interface/config.py
new file mode 100644
index 0000000..7850171
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/interface/config.py
@@ -0,0 +1,47 @@
+from fastapi import APIRouter
+
+from app.module.shared.schema import StandardResponse
+from app.core.logging import get_logger
+from app.core.config import settings
+
+from ..schema import (
+    ConfigResponse,
+    TagConfigResponse
+)
+from ..config.tag_config import LabelStudioTagConfig
+
+router = APIRouter(
+    prefix="/tags",
+    tags=["annotation/config"]
+)
+logger = get_logger(__name__)
+
+@router.get("", response_model=StandardResponse[ConfigResponse])
+async def get_config():
+    """获取配置信息（已废弃，请使用 /api/annotation/about）"""
+    return StandardResponse(
+        code=200,
+        message="success",
+        data=ConfigResponse(
+            label_studio_url=settings.label_studio_base_url,
+        )
+    )
+
+@router.get("/config", response_model=StandardResponse[TagConfigResponse], summary="获取标签配置")
+async def get_tag_config():
+    """
+    获取所有Label Studio标签类型的配置（对象+控件），用于前端动态渲染。
+    """
+    # Ensure config is loaded by instantiating the class
+    tag_config = LabelStudioTagConfig()
+    config = LabelStudioTagConfig._config
+    
+    if not config:
+        logger.error("Failed to load tag configuration")
+        return StandardResponse(
+            code=500, 
+            message="Failed to load tag configuration",
+            data={"objects": {}, "controls": {}}
+        )
+    
+    return StandardResponse(code=200, message="success", data=config)
diff --git a/runtime/datamate-python/app/module/annotation/interface/project.py b/runtime/datamate-python/app/module/annotation/interface/project.py
index 2136306..737da21 100644
--- a/runtime/datamate-python/app/module/annotation/interface/project.py
+++ b/runtime/datamate-python/app/module/annotation/interface/project.py
@@ -2,7 +2,7 @@ from typing import Optional
 import math
 import uuid
 
-from fastapi import APIRouter, Depends, HTTPException, Query
+from fastapi import APIRouter, Depends, HTTPException, Query, Path
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from app.db.session import get_db
@@ -149,7 +149,7 @@ async def create_mapping(
 @router.get("", response_model=StandardResponse[PaginatedData[DatasetMappingResponse]])
 async def list_mappings(
     page: int = Query(1, ge=1, description="页码（从1开始）"),
-    page_size: int = Query(20, ge=1, le=100, description="每页记录数"),
+    page_size: int = Query(20, ge=1, le=100, description="每页记录数", alias="pageSize"),
     db: AsyncSession = Depends(get_db)
 ):
     """
@@ -163,8 +163,6 @@ async def list_mappings(
         # 计算 skip
         skip = (page - 1) * page_size
         
-        logger.info(f"Listing mappings, page={page}, page_size={page_size}")
-        
         # 获取数据和总数
         mappings, total = await service.get_all_mappings_with_count(
             skip=skip, 
@@ -183,7 +181,7 @@ async def list_mappings(
             content=mappings
         )
         
-        logger.info(f"Found {len(mappings)} mappings on page {page}, total: {total}")
+        logger.info(f"List mappings: page={page}, returned {len(mappings)}/{total}")
         
         return StandardResponse(
             code=200,
@@ -234,7 +232,7 @@ async def get_mapping(
 async def get_mappings_by_source(
     dataset_id: str,
     page: int = Query(1, ge=1, description="页码（从1开始）"),
-    page_size: int = Query(20, ge=1, le=100, description="每页记录数"),
+    page_size: int = Query(20, ge=1, le=100, description="每页记录数", alias="pageSize"),
     db: AsyncSession = Depends(get_db)
 ):
     """
@@ -283,49 +281,30 @@ async def get_mappings_by_source(
         logger.error(f"Error getting mappings: {e}")
         raise HTTPException(status_code=500, detail="Internal server error")
 
-@router.delete("", response_model=StandardResponse[DeleteDatasetResponse])
+@router.delete("/{project_id}", response_model=StandardResponse[DeleteDatasetResponse])
 async def delete_mapping(
-    m: Optional[str] = Query(None, description="映射UUID"),
-    proj: Optional[str] = Query(None, description="Label Studio项目ID"),
+    project_id: str = Path(..., description="映射UUID（path param）"),
     db: AsyncSession = Depends(get_db)
 ):
     """
     删除映射关系和对应的 Label Studio 项目
-    
-    可以通过以下任一方式指定要删除的映射：
-    - m: 映射UUID
-    - proj: Label Studio项目ID
-    - 两者都提供（优先使用 m）
-    
+
+    通过 path 参数 `project_id` 指定要删除的映射（映射的 UUID）。
+
     此操作会：
     1. 删除 Label Studio 中的项目
     2. 软删除数据库中的映射记录
     """
     try:
-        # Log incoming request parameters for debugging
-        logger.debug(f"Delete mapping request received: m={m!r}, proj={proj!r}")
-        # 至少需要提供一个参数
-        if not m and not proj:
-            logger.debug("Missing both 'm' and 'proj' in delete request")
-            raise HTTPException(
-                status_code=400,
-                detail="Either 'm' (mapping UUID) or 'proj' (project ID) must be provided"
-            )
+        logger.debug(f"Delete mapping request received: project_id={project_id!r}")
 
         ls_client = LabelStudioClient(base_url=settings.label_studio_base_url,
                                       token=settings.label_studio_user_token)
         service = DatasetMappingService(db)
         
-        # 优先使用 mapping_id 查询
-        if m:
-            logger.debug(f"Deleting by mapping UUID: {m}")
-            mapping = await service.get_mapping_by_uuid(m)
-        # 如果没有提供 m，使用 proj 查询
-        elif proj:
-            logger.debug(f"Deleting by project ID: {proj}")
-            mapping = await service.get_mapping_by_labeling_project_id(proj)
-        else:
-            mapping = None
+        # 使用 mapping UUID 查询映射记录
+        logger.debug(f"Deleting by mapping UUID: {project_id}")
+        mapping = await service.get_mapping_by_uuid(project_id)
 
         logger.debug(f"Mapping lookup result: {mapping}")
         
diff --git a/runtime/datamate-python/app/module/annotation/interface/task.py b/runtime/datamate-python/app/module/annotation/interface/task.py
index 4158a91..e8f049a 100644
--- a/runtime/datamate-python/app/module/annotation/interface/task.py
+++ b/runtime/datamate-python/app/module/annotation/interface/task.py
@@ -1,6 +1,8 @@
-from fastapi import APIRouter, Depends, HTTPException, Query
+from fastapi import APIRouter, Depends, HTTPException, Query, Path
 from sqlalchemy.ext.asyncio import AsyncSession
-from typing import List, Optional
+from typing import List, Optional, Dict, Any
+from datetime import datetime
+from pydantic import BaseModel, Field, ConfigDict
 
 from app.db.session import get_db
 from app.module.shared.schema import StandardResponse
@@ -17,6 +19,10 @@ from ..schema import (
     SyncDatasetResponse,
     SyncAnnotationsRequest,
     SyncAnnotationsResponse,
+    UpdateFileTagsRequest,
+    UpdateFileTagsResponse,
+    UpdateFileTagsRequest,
+    UpdateFileTagsResponse
 )
 
 
@@ -32,24 +38,10 @@ async def sync_dataset_content(
     db: AsyncSession = Depends(get_db)
 ):
     """
-    同步数据集内容（包括文件和标注）
+    Sync Dataset Content (Files and Annotations)
     
     根据指定的mapping ID，同步DM程序数据集中的内容到Label Studio数据集中。
     默认同时同步文件和标注数据。
-    
-    Args:
-        request: 同步请求，包含:
-            - id: 映射ID（mapping UUID）
-            - batchSize: 批处理大小
-            - filePriority: 文件同步优先级
-            - labelPriority: 标签同步优先级
-            - syncAnnotations: 是否同步标注（默认True）
-            - annotationDirection: 标注同步方向（默认bidirectional）
-            - overwrite: 是否允许覆盖DataMate中的标注（默认True）
-            - overwriteLabelingProject: 是否允许覆盖Label Studio中的标注（默认True）
-    
-    Returns:
-        同步结果
     """
     try:
         ls_client = LabelStudioClient(base_url=settings.label_studio_base_url,
@@ -123,28 +115,10 @@ async def sync_annotations(
     db: AsyncSession = Depends(get_db)
 ):
     """
-    仅同步标注结果（支持双向同步）
-    
-    根据指定的mapping ID和同步方向，在DM数据集和Label Studio之间同步标注结果。
-    标注结果存储在数据集文件表的tags字段中，使用简化格式。
-    
-    同步策略：
-    - 默认为双向同步，基于时间戳自动解决冲突
-    - overwrite: 控制是否允许用Label Studio的标注覆盖DataMate（基于时间戳比较）
-    - overwriteLabelingProject: 控制是否允许用DataMate的标注覆盖Label Studio（基于时间戳比较）
-    - 如果Label Studio标注的updated_at更新，且overwrite=True，则覆盖DataMate
-    - 如果DataMate标注的updated_at更新，且overwriteLabelingProject=True，则覆盖Label Studio
-    
-    Args:
-        request: 同步请求，包含:
-            - id: 映射ID（mapping UUID）
-            - batchSize: 批处理大小
-            - direction: 同步方向 (ls_to_dm/dm_to_ls/bidirectional)
-            - overwrite: 是否允许覆盖DataMate中的标注（默认True）
-            - overwriteLabelingProject: 是否允许覆盖Label Studio中的标注（默认True）
-    
-    Returns:
-        同步结果，包含同步统计信息和冲突解决情况
+    Sync Annotations Only (Bidirectional Support)
+
+    同步指定 mapping 下的标注数据，支持单向或双向同步，基于时间戳自动解决冲突。
+    请求与响应由 Pydantic 模型 `SyncAnnotationsRequest` / `SyncAnnotationsResponse` 定义。
     """
     try:
         ls_client = LabelStudioClient(base_url=settings.label_studio_base_url,
@@ -207,9 +181,9 @@ async def sync_annotations(
 @router.get("/check-ls-connection")
 async def check_label_studio_connection():
     """
-    检查Label Studio连接状态
-    
-    用于诊断Label Studio连接问题，返回连接状态和配置信息
+    Check Label Studio Connection Status
+
+    诊断 Label Studio 连接并返回简要连接信息（状态、base URL、token 摘要、项目统计）。
     """
     try:
         ls_client = LabelStudioClient(
@@ -258,4 +232,55 @@ async def check_label_studio_connection():
             )
     except Exception as e:
         logger.error(f"Error checking Label Studio connection: {e}")
-        raise HTTPException(status_code=500, detail=str(e))
\ No newline at end of file
+        raise HTTPException(status_code=500, detail=str(e))
+
+@router.put(
+    "/{file_id}",
+    response_model=StandardResponse[UpdateFileTagsResponse],
+)
+async def update_file_tags(
+    request: UpdateFileTagsRequest,
+    file_id: str = Path(..., description="文件ID"),
+    db: AsyncSession = Depends(get_db)
+):
+    """
+    Update File Tags (Partial Update)
+
+    接收部分标签更新并合并到指定文件（只修改提交的标签，其余保持不变），并更新 `tags_updated_at`。
+    请求与响应使用 Pydantic 模型 `UpdateFileTagsRequest` / `UpdateFileTagsResponse`。
+    """
+    service = DatasetManagementService(db)
+    
+    success, error_msg, updated_at = await service.update_file_tags_partial(
+        file_id=file_id,
+        new_tags=request.tags
+    )
+    
+    if not success:
+        if "not found" in (error_msg or "").lower():
+            raise HTTPException(status_code=404, detail=error_msg)
+        raise HTTPException(status_code=500, detail=error_msg or "更新标签失败")
+    
+    # 获取更新后的完整标签列表
+    from sqlalchemy.future import select
+    from app.db.models import DatasetFiles
+    
+    result = await db.execute(
+        select(DatasetFiles).where(DatasetFiles.id == file_id)
+    )
+    file_record = result.scalar_one_or_none()
+    
+    if not file_record:
+        raise HTTPException(status_code=404, detail=f"File not found: {file_id}")
+    
+    response_data = UpdateFileTagsResponse(
+        fileId=file_id,
+        tags=file_record.tags or [],  # type: ignore
+        tagsUpdatedAt=updated_at or datetime.now()
+    )
+    
+    return StandardResponse(
+        code=200,
+        message="标签更新成功",
+        data=response_data
+    )
diff --git a/runtime/datamate-python/app/module/annotation/interface/template.py b/runtime/datamate-python/app/module/annotation/interface/template.py
index 30b30ad..6ab8a76 100644
--- a/runtime/datamate-python/app/module/annotation/interface/template.py
+++ b/runtime/datamate-python/app/module/annotation/interface/template.py
@@ -7,7 +7,7 @@ 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 (
+from app.module.annotation.schema import (
     CreateAnnotationTemplateRequest,
     UpdateAnnotationTemplateRequest,
     AnnotationTemplateResponse,
@@ -15,7 +15,7 @@ from app.module.annotation.schema.template import (
 )
 from app.module.annotation.service.template import AnnotationTemplateService
 
-router = APIRouter(prefix="/templates", tags=["Annotation Template"])
+router = APIRouter(prefix="/template", tags=["annotation/template"])
 
 template_service = AnnotationTemplateService()
 
@@ -23,7 +23,6 @@ template_service = AnnotationTemplateService()
 @router.post(
     "",
     response_model=StandardResponse[AnnotationTemplateResponse],
-    summary="创建标注模板"
 )
 async def create_template(
     request: CreateAnnotationTemplateRequest,
@@ -47,7 +46,6 @@ async def create_template(
 @router.get(
     "/{template_id}",
     response_model=StandardResponse[AnnotationTemplateResponse],
-    summary="获取模板详情"
 )
 async def get_template(
     template_id: str,
@@ -65,9 +63,8 @@ async def get_template(
 @router.get(
     "",
     response_model=StandardResponse[AnnotationTemplateListResponse],
-    summary="获取模板列表"
 )
-async def list_templates(
+async def list_template(
     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"),
@@ -101,7 +98,6 @@ async def list_templates(
 @router.put(
     "/{template_id}",
     response_model=StandardResponse[AnnotationTemplateResponse],
-    summary="更新模板"
 )
 async def update_template(
     template_id: str,
@@ -122,7 +118,6 @@ async def update_template(
 @router.delete(
     "/{template_id}",
     response_model=StandardResponse[bool],
-    summary="删除模板"
 )
 async def delete_template(
     template_id: str,
diff --git a/runtime/datamate-python/app/module/annotation/schema/__init__.py b/runtime/datamate-python/app/module/annotation/schema/__init__.py
index 03791fa..f849582 100644
--- a/runtime/datamate-python/app/module/annotation/schema/__init__.py
+++ b/runtime/datamate-python/app/module/annotation/schema/__init__.py
@@ -1,4 +1,7 @@
-from .config import ConfigResponse
+from .config import (
+    ConfigResponse,
+    TagConfigResponse
+)
 
 from .mapping import (
     DatasetMappingCreateRequest,
@@ -15,8 +18,21 @@ from .sync import (
     SyncAnnotationsResponse,
 )
 
+from .tag import (
+    UpdateFileTagsRequest,
+    UpdateFileTagsResponse,
+)
+
+from .template import (
+    CreateAnnotationTemplateRequest,
+    UpdateAnnotationTemplateRequest,
+    AnnotationTemplateResponse,
+    AnnotationTemplateListResponse
+)
+
 __all__ = [
     "ConfigResponse",
+    "TagConfigResponse",
     "DatasetMappingCreateRequest",
     "DatasetMappingCreateResponse",
     "DatasetMappingUpdateRequest",
@@ -26,4 +42,10 @@ __all__ = [
     "SyncAnnotationsRequest",
     "SyncAnnotationsResponse",
     "DeleteDatasetResponse",
+    "UpdateFileTagsRequest",
+    "UpdateFileTagsResponse",
+    "CreateAnnotationTemplateRequest",
+    "UpdateAnnotationTemplateRequest",
+    "AnnotationTemplateResponse",
+    "AnnotationTemplateListResponse",
 ]
\ No newline at end of file
diff --git a/runtime/datamate-python/app/module/annotation/schema/config.py b/runtime/datamate-python/app/module/annotation/schema/config.py
index dc53a29..c1ca9f4 100644
--- a/runtime/datamate-python/app/module/annotation/schema/config.py
+++ b/runtime/datamate-python/app/module/annotation/schema/config.py
@@ -1,8 +1,36 @@
-from pydantic import Field
+from typing import Dict, Any, List, Optional
+from pydantic import BaseModel, Field, ConfigDict
 
 from app.module.shared.schema import BaseResponseModel
 from app.module.shared.schema import StandardResponse
 
 class ConfigResponse(BaseResponseModel):
     """配置信息响应模型"""
-    label_studio_url: str = Field(..., description="Label Studio基础URL")
\ No newline at end of file
+    label_studio_url: str = Field(..., description="Label Studio基础URL")
+
+
+class _TagAttributeConfig(BaseModel):
+    """标签属性配置"""
+    type: Optional[str] = Field(None, description="属性类型: boolean/string/number")
+    values: Optional[List[str]] = Field(None, description="允许的枚举值列表")
+    default: Optional[Any] = Field(None, description="默认值")
+    description: Optional[str] = Field(None, description="属性描述")
+    
+    model_config = ConfigDict(populate_by_name=True)
+
+
+class _TagDefinition(BaseModel):
+    """标签定义"""
+    description: str = Field(..., description="标签描述")
+    required_attrs: List[str] = Field(default_factory=list, alias="requiredAttrs", description="必需属性列表")
+    optional_attrs: Dict[str, _TagAttributeConfig] = Field(default_factory=dict, alias="optionalAttrs", description="可选属性配置")
+    requires_children: bool = Field(default=False, alias="requiresChildren", description="是否需要子元素")
+    child_tag: Optional[str] = Field(None, alias="childTag", description="子元素标签名")
+    child_required_attrs: Optional[List[str]] = Field(None, alias="childRequiredAttrs", description="子元素必需属性")
+    category: Optional[str] = Field(None, description="标签分类")
+    
+
+class TagConfigResponse(BaseResponseModel):
+    """标签配置响应"""
+    objects: Dict[str, _TagDefinition] = Field(default_factory=dict, description="对象标签配置")
+    controls: Dict[str, _TagDefinition] = Field(default_factory=dict, description="控件标签配置")
\ No newline at end of file
diff --git a/runtime/datamate-python/app/module/annotation/schema/tag.py b/runtime/datamate-python/app/module/annotation/schema/tag.py
new file mode 100644
index 0000000..06727e0
--- /dev/null
+++ b/runtime/datamate-python/app/module/annotation/schema/tag.py
@@ -0,0 +1,17 @@
+from datetime import datetime
+from typing import List, Dict, Any
+from pydantic import BaseModel, Field
+
+from app.module.shared.schema import BaseResponseModel
+
+class UpdateFileTagsRequest(BaseModel):
+    """更新文件标签请求"""
+    tags: List[Dict[str, Any]] = Field(..., description="要更新的标签列表（部分更新）")
+    
+
+class UpdateFileTagsResponse(BaseResponseModel):
+    """更新文件标签响应"""
+    file_id: str = Field(..., alias="fileId", description="文件ID")
+    tags: List[Dict[str, Any]] = Field(..., description="更新后的完整标签列表")
+    tags_updated_at: datetime = Field(..., alias="tagsUpdatedAt", description="标签更新时间")
+    
\ No newline at end of file
diff --git a/runtime/datamate-python/app/module/annotation/schema/template.py b/runtime/datamate-python/app/module/annotation/schema/template.py
index a5b7f38..27bd770 100644
--- a/runtime/datamate-python/app/module/annotation/schema/template.py
+++ b/runtime/datamate-python/app/module/annotation/schema/template.py
@@ -1,7 +1,7 @@
 """
 Annotation Template Schemas
 """
-from typing import List, Dict, Any, Optional, Literal
+from typing import List, Dict, Any, Optional
 from datetime import datetime
 from pydantic import BaseModel, Field, ConfigDict
 
diff --git a/runtime/datamate-python/app/module/annotation/service/mapping.py b/runtime/datamate-python/app/module/annotation/service/mapping.py
index bb0253e..4702f9f 100644
--- a/runtime/datamate-python/app/module/annotation/service/mapping.py
+++ b/runtime/datamate-python/app/module/annotation/service/mapping.py
@@ -83,7 +83,7 @@ class DatasetMappingService:
         labeling_project: LabelingProject
     ) -> DatasetMappingResponse:
         """创建数据集映射"""
-        logger.info(f"Create dataset mapping: {labeling_project.dataset_id} -> {labeling_project.labeling_project_id}")
+        logger.debug(f"Create dataset mapping: {labeling_project.dataset_id} -> {labeling_project.labeling_project_id}")
         
         # Use the passed object directly
         self.db.add(labeling_project)
@@ -201,7 +201,7 @@ class DatasetMappingService:
         )
         await self.db.commit()
         
-        if result.rowcount > 0:
+        if result.rowcount and result.rowcount > 0:  # type: ignore
             return await self.get_mapping_by_uuid(mapping_id)
         return None
     
@@ -219,7 +219,7 @@ class DatasetMappingService:
         )
         await self.db.commit()
         
-        success = result.rowcount > 0
+        success = result.rowcount and result.rowcount > 0  # type: ignore
         if success:
             logger.info(f"Mapping soft-deleted: {mapping_id}")
         else:
diff --git a/runtime/datamate-python/app/module/annotation/service/sync.py b/runtime/datamate-python/app/module/annotation/service/sync.py
index 4a78487..c10a8f4 100644
--- a/runtime/datamate-python/app/module/annotation/service/sync.py
+++ b/runtime/datamate-python/app/module/annotation/service/sync.py
@@ -122,7 +122,7 @@ class SyncService:
                 return {}
             
             all_tasks = result.get("tasks", [])
-            logger.info(f"Successfully fetched {len(all_tasks)} tasks")
+            logger.debug(f"Successfully fetched {len(all_tasks)} tasks")
 
             # 使用字典推导式构建映射
             dm_file_to_task_mapping = {
@@ -131,7 +131,7 @@ class SyncService:
                 if task.get('data', {}).get('file_id') is not None
             }
             
-            logger.info(f"Found {len(dm_file_to_task_mapping)} existing task mappings")
+            logger.debug(f"Found {len(dm_file_to_task_mapping)} existing task mappings")
             return dm_file_to_task_mapping
 
         except Exception as e:
@@ -163,10 +163,10 @@ class SyncService:
             )
             
             if not files_response or not files_response.content:
-                logger.info(f"No more files on page {page + 1}")
+                logger.debug(f"No more files on page {page + 1}")
                 break
             
-            logger.info(f"Processing page {page + 1}, {len(files_response.content)} files")
+            logger.debug(f"Processing page {page + 1}, {len(files_response.content)} files")
             
             # 筛选新文件并构建任务数据
             new_tasks = []
@@ -178,7 +178,7 @@ class SyncService:
                     task_data = self._build_task_data(file_info, dataset_id)
                     new_tasks.append(task_data)
             
-            logger.info(f"Page {page + 1}: {len(new_tasks)} new files, {len(files_response.content) - len(new_tasks)} existing")
+            logger.debug(f"Page {page + 1}: {len(new_tasks)} new files, {len(files_response.content) - len(new_tasks)} existing")
             
             # 批量创建任务
             if new_tasks:
@@ -202,16 +202,16 @@ class SyncService:
         deleted_file_ids = set(existing_dm_file_mapping.keys()) - current_file_ids
         
         if not deleted_file_ids:
-            logger.info("No tasks to delete")
+            logger.debug("No tasks to delete")
             return 0
         
         tasks_to_delete = [existing_dm_file_mapping[fid] for fid in deleted_file_ids]
-        logger.info(f"Deleting {len(tasks_to_delete)} orphaned tasks")
+        logger.debug(f"Deleting {len(tasks_to_delete)} orphaned tasks")
         
         delete_result = await self.ls_client.delete_tasks_batch(tasks_to_delete)
         deleted_count = delete_result.get("successful", 0)
         
-        logger.info(f"Successfully deleted {deleted_count} tasks")
+        logger.debug(f"Successfully deleted {deleted_count} tasks")
         return deleted_count
     
     async def sync_dataset_files(
@@ -229,7 +229,7 @@ class SyncService:
         Returns:
             同步结果响应
         """
-        logger.info(f"Start syncing dataset files by mapping: {mapping_id}")
+        logger.debug(f"Start syncing dataset files by mapping: {mapping_id}")
         
         # 获取映射关系
         mapping = await self.mapping_service.get_mapping_by_uuid(mapping_id)
@@ -247,7 +247,7 @@ class SyncService:
             # 委托给sync_files执行实际同步
             result = await self.sync_files(mapping, batch_size)
             
-            logger.info(f"Sync completed: created={result['created']}, deleted={result['deleted']}, total={result['total']}")
+            logger.info(f"Sync files completed: created={result['created']}, deleted={result['deleted']}, total={result['total']}")
             
             return SyncDatasetResponse(
                 id=mapping.id,
@@ -342,7 +342,7 @@ class SyncService:
         Returns:
             同步统计信息: {"created": int, "deleted": int, "total": int}
         """
-        logger.info(f"Syncing files for dataset {mapping.dataset_id} to project {mapping.labeling_project_id}")
+        logger.debug(f"Syncing files for dataset {mapping.dataset_id} to project {mapping.labeling_project_id}")
         
         # 获取DM数据集信息
         dataset_info = await self.dm_client.get_dataset(mapping.dataset_id)
@@ -350,12 +350,12 @@ class SyncService:
             raise NoDatasetInfoFoundError(mapping.dataset_id)
         
         total_files = dataset_info.fileCount
-        logger.info(f"Total files in DM dataset: {total_files}")
+        logger.debug(f"Total files in DM dataset: {total_files}")
 
         # 获取Label Studio中已存在的文件映射
         existing_dm_file_mapping = await self.get_existing_dm_file_mapping(mapping.labeling_project_id)
         existing_file_ids = set(existing_dm_file_mapping.keys())
-        logger.info(f"{len(existing_file_ids)} tasks already exist in Label Studio")
+        logger.debug(f"{len(existing_file_ids)} tasks already exist in Label Studio")
         
         # 分页获取DM文件并创建新任务
         current_file_ids, created_count = await self._fetch_dm_files_paginated(
@@ -371,7 +371,7 @@ class SyncService:
             current_file_ids
         )
         
-        logger.info(f"File sync completed: total={total_files}, created={created_count}, deleted={deleted_count}")
+        logger.debug(f"File sync completed: total={total_files}, created={created_count}, deleted={deleted_count}")
         
         return {
             "created": created_count,
diff --git a/runtime/datamate-python/app/module/annotation/service/template.py b/runtime/datamate-python/app/module/annotation/service/template.py
index 1a1e4a7..d2fa52d 100644
--- a/runtime/datamate-python/app/module/annotation/service/template.py
+++ b/runtime/datamate-python/app/module/annotation/service/template.py
@@ -17,6 +17,7 @@ from app.module.annotation.schema.template import (
     TemplateConfiguration
 )
 from app.module.annotation.utils.config_validator import LabelStudioConfigValidator
+from app.module.annotation.config import LabelStudioTagConfig
 
 
 class AnnotationTemplateService:
@@ -33,6 +34,7 @@ class AnnotationTemplateService:
         Returns:
             Label Studio XML字符串
         """
+        tag_config = LabelStudioTagConfig()
         xml_parts = ['<View>']
         
         # 生成对象定义
@@ -56,15 +58,22 @@ class AnnotationTemplateService:
             
             tag_type = label.type.capitalize() if label.type else "Choices"
             
-            # 处理带选项的标签类型
+            # 检查是否需要子元素
             if label.options or label.labels:
                 choices = label.options or label.labels or []
                 xml_parts.append(f'  <{tag_type} {" ".join(label_attrs)}>')
+                
+                # 从配置获取子元素标签名
+                child_tag = tag_config.get_child_tag(tag_type)
+                if not child_tag:
+                    # 默认使用 Label
+                    child_tag = "Label"
+                
                 for choice in choices:
-                    xml_parts.append(f'    <Label value="{choice}"/>')
+                    xml_parts.append(f'    <{child_tag} value="{choice}"/>')
                 xml_parts.append(f'  </{tag_type}>')
             else:
-                # 处理简单标签类型
+                # 处理简单标签类型（不需要子元素）
                 xml_parts.append(f'  <{tag_type} {" ".join(label_attrs)}/>')
         
         xml_parts.append('</View>')
diff --git a/runtime/datamate-python/app/module/annotation/utils/config_validator.py b/runtime/datamate-python/app/module/annotation/utils/config_validator.py
index 5e4f332..2612cd6 100644
--- a/runtime/datamate-python/app/module/annotation/utils/config_validator.py
+++ b/runtime/datamate-python/app/module/annotation/utils/config_validator.py
@@ -3,29 +3,16 @@ Label Studio Configuration Validation Utilities
 """
 from typing import Dict, List, Tuple, Optional
 import xml.etree.ElementTree as ET
+from app.module.annotation.config import LabelStudioTagConfig
 
 
 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 _get_config() -> LabelStudioTagConfig:
+        """获取标签配置实例"""
+        return LabelStudioTagConfig()
     
     @staticmethod
     def validate_xml(xml_string: str) -> Tuple[bool, Optional[str]]:
@@ -39,6 +26,7 @@ class LabelStudioConfigValidator:
             (是否有效, 错误信息)
         """
         try:
+            config = LabelStudioConfigValidator._get_config()
             root = ET.fromstring(xml_string)
             
             # 检查根元素
@@ -46,12 +34,14 @@ class LabelStudioConfigValidator:
                 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]
+            object_types = config.get_object_types()
+            objects = [child for child in root if child.tag in 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]
+            control_types = config.get_control_types()
+            controls = [child for child in root if child.tag in control_types]
             if not controls:
                 return False, "No annotation controls found"
             
@@ -79,6 +69,8 @@ class LabelStudioConfigValidator:
         Returns:
             (是否有效, 错误信息)
         """
+        config = LabelStudioConfigValidator._get_config()
+        
         # 检查必需属性
         if 'name' not in control.attrib:
             return False, "Missing 'name' attribute"
@@ -86,16 +78,20 @@ class LabelStudioConfigValidator:
         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"
+        # 检查控件是否需要子元素
+        if config.requires_children(control.tag):
+            child_tag = config.get_child_tag(control.tag)
+            if not child_tag:
+                return False, f"Configuration error: no child_tag defined for {control.tag}"
             
-            # 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"
+            children = control.findall(child_tag)
+            if not children:
+                return False, f"{control.tag} must have at least one <{child_tag}> child"
+            
+            # 检查每个子元素是否有value
+            for child in children:
+                if 'value' not in child.attrib:
+                    return False, f"{child_tag} missing 'value' attribute"
         
         return True, None
     
@@ -111,16 +107,24 @@ class LabelStudioConfigValidator:
             字典，键为控件名称，值为标签值列表
         """
         result = {}
+        config = LabelStudioConfigValidator._get_config()
         
         try:
             root = ET.fromstring(xml_string)
-            controls = [child for child in root if child.tag in LabelStudioConfigValidator.LABEL_BASED_CONTROLS]
+            control_types = config.get_control_types()
+            controls = [child for child in root if child.tag in control_types]
             
             for control in controls:
+                if not config.requires_children(control.tag):
+                    continue
+                    
                 control_name = control.get('name', 'unknown')
-                labels = control.findall('Label')
-                label_values = [label.get('value', '') for label in labels]
-                result[control_name] = label_values
+                child_tag = config.get_child_tag(control.tag)
+                
+                if child_tag:
+                    children = control.findall(child_tag)
+                    label_values = [child.get('value', '') for child in children]
+                    result[control_name] = label_values
                 
         except Exception:
             pass
@@ -182,6 +186,9 @@ class LabelStudioConfigValidator:
     @staticmethod
     def _validate_label_definition(label: Dict) -> Tuple[bool, Optional[str]]:
         """验证标签定义"""
+        config = LabelStudioConfigValidator._get_config()
+        control_types = config.get_control_types()
+        
         # 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')
@@ -195,11 +202,11 @@ class LabelStudioConfigValidator:
             return False, "Missing required field 'type'"
         
         # 检查类型是否支持
-        if label_type not in LabelStudioConfigValidator.CONTROL_TYPES:
+        if label_type not in 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:
+        # 检查是否需要子元素(options 或 labels)
+        if config.requires_children(label_type):
             if 'options' not in label and 'labels' not in label:
                 return False, f"{label_type} must have 'options' or 'labels' field"
         
@@ -208,6 +215,9 @@ class LabelStudioConfigValidator:
     @staticmethod
     def _validate_object_definition(obj: Dict) -> Tuple[bool, Optional[str]]:
         """验证对象定义"""
+        config = LabelStudioConfigValidator._get_config()
+        object_types = config.get_object_types()
+        
         required_fields = ['name', 'type', 'value']
         
         for field in required_fields:
@@ -215,7 +225,7 @@ class LabelStudioConfigValidator:
                 return False, f"Missing required field '{field}'"
         
         # 检查类型是否支持
-        if obj['type'] not in LabelStudioConfigValidator.OBJECT_TYPES:
+        if obj['type'] not in object_types:
             return False, f"Unsupported object type '{obj['type']}'"
         
         # 检查value格式
diff --git a/runtime/datamate-python/app/module/dataset/schema/__init__.py b/runtime/datamate-python/app/module/dataset/schema/__init__.py
index b64b5bf..221c43f 100644
--- a/runtime/datamate-python/app/module/dataset/schema/__init__.py
+++ b/runtime/datamate-python/app/module/dataset/schema/__init__.py
@@ -1,6 +1,10 @@
 from .dataset_file import (
     DatasetFileResponse,
     PagedDatasetFileResponse,
+    BatchUpdateFileTagsRequest,
+    BatchUpdateFileTagsResponse,
+    FileTagUpdateResult,
+    FileTagUpdate,
 )
 
 from .dataset import (
@@ -13,4 +17,8 @@ __all__ = [
     "DatasetFileResponse",
     "PagedDatasetFileResponse",
     "DatasetTypeResponse",
+    "BatchUpdateFileTagsRequest",
+    "BatchUpdateFileTagsResponse",
+    "FileTagUpdateResult",
+    "FileTagUpdate",
 ]
\ No newline at end of file
diff --git a/runtime/datamate-python/app/module/dataset/schema/dataset_file.py b/runtime/datamate-python/app/module/dataset/schema/dataset_file.py
index 860ef99..6738869 100644
--- a/runtime/datamate-python/app/module/dataset/schema/dataset_file.py
+++ b/runtime/datamate-python/app/module/dataset/schema/dataset_file.py
@@ -49,3 +49,42 @@ class DatasetFileTag(BaseModel):
             tags = [f"{self.from_name} {tag}" for tag in tags]
 
         return tags
+
+
+class FileTagUpdate(BaseModel):
+    """单个文件的标签更新请求"""
+    file_id: str = Field(..., alias="fileId", description="文件ID")
+    tags: List[Dict[str, Any]] = Field(..., description="要更新的标签列表（部分更新）")
+    
+    class Config:
+        populate_by_name = True
+
+
+class BatchUpdateFileTagsRequest(BaseModel):
+    """批量更新文件标签请求"""
+    updates: List[FileTagUpdate] = Field(..., description="文件标签更新列表", min_length=1)
+    
+    class Config:
+        populate_by_name = True
+
+
+class FileTagUpdateResult(BaseModel):
+    """单个文件标签更新结果"""
+    file_id: str = Field(..., alias="fileId", description="文件ID")
+    success: bool = Field(..., description="是否更新成功")
+    message: Optional[str] = Field(None, description="结果信息")
+    tags_updated_at: Optional[datetime] = Field(None, alias="tagsUpdatedAt", description="标签更新时间")
+    
+    class Config:
+        populate_by_name = True
+
+
+class BatchUpdateFileTagsResponse(BaseModel):
+    """批量更新文件标签响应"""
+    results: List[FileTagUpdateResult] = Field(..., description="更新结果列表")
+    total: int = Field(..., description="总更新数量")
+    success_count: int = Field(..., alias="successCount", description="成功数量")
+    failure_count: int = Field(..., alias="failureCount", description="失败数量")
+    
+    class Config:
+        populate_by_name = True
diff --git a/runtime/datamate-python/app/module/dataset/service/service.py b/runtime/datamate-python/app/module/dataset/service/service.py
index c861883..210fb13 100644
--- a/runtime/datamate-python/app/module/dataset/service/service.py
+++ b/runtime/datamate-python/app/module/dataset/service/service.py
@@ -1,7 +1,8 @@
 from sqlalchemy.ext.asyncio import AsyncSession
 from sqlalchemy.future import select
 from sqlalchemy import func
-from typing import Optional
+from typing import Optional, List, Dict, Any
+from datetime import datetime
 
 from app.core.config import settings
 from app.core.logging import get_logger
@@ -22,12 +23,12 @@ class Service:
             db: 数据库会话
         """
         self.db = db
-        logger.info("Initialize DM service client (Database mode)")
+        logger.debug("Initialize DM service client (Database mode)")
 
     async def get_dataset(self, dataset_id: str) -> Optional[DatasetResponse]:
         """获取数据集详情"""
         try:
-            logger.info(f"Getting dataset detail: {dataset_id} ...")
+            logger.debug(f"Getting dataset detail: {dataset_id} ...")
             
             result = await self.db.execute(
                 select(Dataset).where(Dataset.id == dataset_id)
@@ -66,7 +67,7 @@ class Service:
     ) -> Optional[PagedDatasetFileResponse]:
         """获取数据集文件列表"""
         try:
-            logger.info(f"Get dataset files: dataset={dataset_id}, page={page}, size={size}")
+            logger.debug(f"Get dataset files: dataset={dataset_id}, page={page}, size={size}")
             
             # 构建查询
             query = select(DatasetFiles).where(DatasetFiles.dataset_id == dataset_id)
@@ -159,4 +160,67 @@ class Service:
     
     async def close(self):
         """关闭客户端连接（数据库模式下无需操作）"""
-        logger.info("DM service client closed (Database mode)")
\ No newline at end of file
+        logger.info("DM service client closed (Database mode)")
+    
+    async def update_file_tags_partial(
+        self, 
+        file_id: str, 
+        new_tags: List[Dict[str, Any]]
+    ) -> tuple[bool, Optional[str], Optional[datetime]]:
+        """
+        部分更新文件标签
+        
+        Args:
+            file_id: 文件ID
+            new_tags: 新的标签列表（部分更新）
+        
+        Returns:
+            (成功标志, 错误信息, 更新时间)
+        """
+        try:
+            logger.info(f"Partial updating tags for file: {file_id}")
+            
+            # 获取文件记录
+            result = await self.db.execute(
+                select(DatasetFiles).where(DatasetFiles.id == file_id)
+            )
+            file_record = result.scalar_one_or_none()
+            
+            if not file_record:
+                logger.error(f"File not found: {file_id}")
+                return False, f"File not found: {file_id}", None
+            
+            # 获取现有标签
+            existing_tags: List[Dict[str, Any]] = file_record.tags or []  # type: ignore
+            
+            # 创建标签ID到索引的映射
+            tag_id_map = {tag.get('id'): idx for idx, tag in enumerate(existing_tags) if tag.get('id')}
+            
+            # 更新或追加标签
+            for new_tag in new_tags:
+                tag_id = new_tag.get('id')
+                if tag_id and tag_id in tag_id_map:
+                    # 更新现有标签
+                    idx = tag_id_map[tag_id]
+                    existing_tags[idx] = new_tag
+                    logger.debug(f"Updated existing tag with id: {tag_id}")
+                else:
+                    # 追加新标签
+                    existing_tags.append(new_tag)
+                    logger.debug(f"Added new tag with id: {tag_id}")
+            
+            # 更新数据库
+            update_time = datetime.utcnow()
+            file_record.tags = existing_tags  # type: ignore
+            file_record.tags_updated_at = update_time  # type: ignore
+            
+            await self.db.commit()
+            await self.db.refresh(file_record)
+            
+            logger.info(f"Successfully updated tags for file: {file_id}")
+            return True, None, update_time
+            
+        except Exception as e:
+            logger.error(f"Failed to update tags for file {file_id}: {e}")
+            await self.db.rollback()
+            return False, str(e), None
\ No newline at end of file
diff --git a/runtime/datamate-python/poetry.lock b/runtime/datamate-python/poetry.lock
new file mode 100644
index 0000000..599b16b
--- /dev/null
+++ b/runtime/datamate-python/poetry.lock
@@ -0,0 +1,1138 @@
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+
+[[package]]
+name = "aiomysql"
+version = "0.3.2"
+description = "MySQL driver for asyncio."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "aiomysql-0.3.2-py3-none-any.whl", hash = "sha256:c82c5ba04137d7afd5c693a258bea8ead2aad77101668044143a991e04632eb2"},
+    {file = "aiomysql-0.3.2.tar.gz", hash = "sha256:72d15ef5cfc34c03468eb41e1b90adb9fd9347b0b589114bd23ead569a02ac1a"},
+]
+
+[package.dependencies]
+PyMySQL = ">=1.0"
+
+[package.extras]
+rsa = ["PyMySQL[rsa] (>=1.0)"]
+sa = ["sqlalchemy (>=1.3,<1.4)"]
+
+[[package]]
+name = "aiosqlite"
+version = "0.21.0"
+description = "asyncio bridge to the standard sqlite3 module"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"},
+    {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"},
+]
+
+[package.dependencies]
+typing_extensions = ">=4.0"
+
+[package.extras]
+dev = ["attribution (==1.7.1)", "black (==24.3.0)", "build (>=1.2)", "coverage[toml] (==7.6.10)", "flake8 (==7.0.0)", "flake8-bugbear (==24.12.12)", "flit (==3.10.1)", "mypy (==1.14.1)", "ufmt (==2.5.1)", "usort (==1.0.8.post1)"]
+docs = ["sphinx (==8.1.3)", "sphinx-mdinclude (==0.6.1)"]
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+description = "Document parameters, class attributes, return types, and variables inline, with Annotated."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"},
+    {file = "annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4"},
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.11.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+
+[package.extras]
+trio = ["trio (>=0.31.0)"]
+
+[[package]]
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+]
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.12"
+content-hash = "36f9e7212af4fa5832884a2d39a2e7dfbf668e79949d7e90fc12a9e8c96195a7"
diff --git a/runtime/datamate-python/pyproject.toml b/runtime/datamate-python/pyproject.toml
new file mode 100644
index 0000000..296b50a
--- /dev/null
+++ b/runtime/datamate-python/pyproject.toml
@@ -0,0 +1,30 @@
+[project]
+name = "datamate-python"
+version = "0.1.0"
+description = "This is the Python backend of DataMate."
+authors = [
+    {name = "Jason Wang",email = "jasonwong2019@outlook.com"}
+]
+license = {text = "MIT"}
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "fastapi (>=0.121.1,<0.122.0)",
+    "uvicorn[standard] (>=0.38.0,<0.39.0)",
+    "sqlalchemy (>=2.0.44,<3.0.0)",
+    "aiomysql (>=0.3.2,<0.4.0)",
+    "pymysql (>=1.1.2,<2.0.0)",
+    "aiosqlite (>=0.21.0,<0.22.0)",
+    "httpx (>=0.28.1,<0.29.0)",
+    "pydantic (>=2.12.4,<3.0.0)",
+    "pydantic-settings (>=2.12.0,<3.0.0)",
+    "python-multipart (>=0.0.20,<0.0.21)",
+    "python-dotenv (>=1.2.1,<2.0.0)",
+    "python-dateutil (>=2.9.0.post0,<3.0.0)",
+    "pyyaml (>=6.0.3,<7.0.0)"
+]
+
+
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
diff --git a/runtime/datamate-python/requirements.txt b/runtime/datamate-python/requirements.txt
deleted file mode 100644
index 2aec87836ed5338151a105aabef0b8f260ba614c..0000000000000000000000000000000000000000
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diff --git a/scripts/images/datamate-python/Dockerfile b/scripts/images/datamate-python/Dockerfile
index 03cdc88..46abb21 100644
--- a/scripts/images/datamate-python/Dockerfile
+++ b/scripts/images/datamate-python/Dockerfile
@@ -1,31 +1,38 @@
-FROM python:3.11-slim
+FROM python:3.12-slim
 
 # Single-stage image with build cache optimization using BuildKit cache mounts.
 # Note: to use the cache mount syntax you must build with BuildKit enabled:
 # DOCKER_BUILDKIT=1 docker build . -f scripts/images/datamate-python/Dockerfile -t datamate-backend-python
 
 ENV PYTHONDONTWRITEBYTECODE=1 \
-    PYTHONUNBUFFERED=1
+    PYTHONUNBUFFERED=1 \
+    # Poetry configuration
+    POETRY_VERSION=2.2.1 \
+    POETRY_NO_INTERACTION=1 \
+    POETRY_VIRTUALENVS_CREATE=false \
+    POETRY_CACHE_DIR=/tmp/poetry_cache
+
+ENV PATH="/root/.local/bin:$PATH"
 
 WORKDIR /app
 
-# Install build deps needed to compile some wheels. We'll remove them afterwards to keep the
-# final image small. Use --no-install-recommends to minimize installed packages.
-# RUN apt-get update \
-#     && apt-get install -y --no-install-recommends \
-#         build-essential \
-#         gcc \
-#     && apt-get purge -y --auto-remove build-essential gcc \
-#     && rm -rf /var/lib/apt/lists/*
-
-# Copy requirements first (leverages layer caching when requirements don't change)
-COPY runtime/datamate-python /app
-
-# Install Python deps. Use BuildKit cache mount for pip cache to speed subsequent builds.
-# The --mount=type=cache requires BuildKit. This keeps downloaded wheels/cache out of the final image.
+# Install Poetry via pipx as Poetry officially recommends
 RUN --mount=type=cache,target=/root/.cache/pip \
-    pip install --upgrade --root-user-action=ignore pip setuptools wheel \
-    && pip install --root-user-action=ignore -r /app/requirements.txt
+    pip install --upgrade --root-user-action=ignore pip \
+    && pip install --root-user-action=ignore pipx \
+    && pipx install "poetry==$POETRY_VERSION"
+
+# Copy only dependency files first (leverages layer caching when dependencies don't change)
+COPY runtime/datamate-python/pyproject.toml runtime/datamate-python/poetry.lock* /app/
+
+# Install dependencies using Poetry with cache mount
+# --no-root: don't install the project itself yet (only dependencies)
+# --only main: only install main dependencies, not dev dependencies
+RUN --mount=type=cache,target=$POETRY_CACHE_DIR \
+    poetry install --no-root --only main
+
+# Copy the rest of the application
+COPY runtime/datamate-python /app
 
 COPY runtime/datamate-python/deploy/docker-entrypoint.sh /docker-entrypoint.sh
 RUN chmod +x /docker-entrypoint.sh || true