diff --git a/ruoyi-fastapi-backend/cli/groups/app/controller.py b/ruoyi-fastapi-backend/cli/groups/app/controller.py
index 2e4a4e8..17f6582 100644
--- a/ruoyi-fastapi-backend/cli/groups/app/controller.py
+++ b/ruoyi-fastapi-backend/cli/groups/app/controller.py
@@ -1,7 +1,7 @@
 from collections import defaultdict
 from typing import Any
 
-from fastapi.routing import APIRoute
+from fastapi.routing import APIRoute, iter_route_contexts
 
 from cli.bootstrap import APP_BOOTSTRAP, AppBootstrapService
 from cli.core import (
@@ -197,25 +197,26 @@ def _serialize_routes(
         """
         normalized_method = method.upper().strip()
         routes = []
-        for route in app_instance.routes:
-            if not isinstance(route, APIRoute):
+        for route_context in iter_route_contexts(app_instance.routes):
+            if not isinstance(route_context.original_route, APIRoute):
                 continue
-            if not include_hidden and not route.include_in_schema:
+            if not include_hidden and not route_context.include_in_schema:
                 continue
-            if path_prefix and not route.path.startswith(path_prefix):
+            route_path = route_context.path or ''
+            if path_prefix and not route_path.startswith(path_prefix):
                 continue
-            route_methods = sorted(item for item in route.methods if item not in {'HEAD', 'OPTIONS'})
+            route_methods = sorted(item for item in (route_context.methods or set()) if item not in {'HEAD', 'OPTIONS'})
             if normalized_method and normalized_method not in route_methods:
                 continue
             routes.append(
                 {
-                    'path': route.path,
+                    'path': route_path,
                     'methods': route_methods,
-                    'name': route.name,
-                    'summary': route.summary or '',
-                    'operationId': route.operation_id or '',
-                    'tags': route.tags or [],
-                    'includeInSchema': route.include_in_schema,
+                    'name': route_context.name,
+                    'summary': route_context.summary or '',
+                    'operationId': route_context.operation_id or '',
+                    'tags': route_context.tags or [],
+                    'includeInSchema': route_context.include_in_schema,
                 }
             )
         return sorted(routes, key=lambda item: (item['path'], ','.join(item['methods'])))
diff --git a/ruoyi-fastapi-backend/cli/runtime/app/service.py b/ruoyi-fastapi-backend/cli/runtime/app/service.py
index 3f6b273..a26a03f 100644
--- a/ruoyi-fastapi-backend/cli/runtime/app/service.py
+++ b/ruoyi-fastapi-backend/cli/runtime/app/service.py
@@ -1,7 +1,7 @@
 from collections import defaultdict
 from typing import Any
 
-from fastapi.routing import APIRoute
+from fastapi.routing import APIRoute, iter_route_contexts
 
 from cli.runtime.base import RUNTIME_ENVIRONMENT, RuntimeEnvironmentService
 
@@ -89,25 +89,26 @@ def get_app_routes_snapshot(
         """
         normalized_method = method.upper().strip()
         routes: list[dict[str, Any]] = []
-        for route in self.build_app_instance().routes:
-            if not isinstance(route, APIRoute):
+        for route_context in iter_route_contexts(self.build_app_instance().routes):
+            if not isinstance(route_context.original_route, APIRoute):
                 continue
-            if not include_hidden and not route.include_in_schema:
+            if not include_hidden and not route_context.include_in_schema:
                 continue
-            if path_prefix and not route.path.startswith(path_prefix):
+            route_path = route_context.path or ''
+            if path_prefix and not route_path.startswith(path_prefix):
                 continue
-            route_methods = sorted(item for item in route.methods if item not in {'HEAD', 'OPTIONS'})
+            route_methods = sorted(item for item in (route_context.methods or set()) if item not in {'HEAD', 'OPTIONS'})
             if normalized_method and normalized_method not in route_methods:
                 continue
             routes.append(
                 {
-                    'path': route.path,
+                    'path': route_path,
                     'methods': route_methods,
-                    'name': route.name,
-                    'summary': route.summary or '',
-                    'operationId': route.operation_id or '',
-                    'tags': route.tags or [],
-                    'includeInSchema': route.include_in_schema,
+                    'name': route_context.name,
+                    'summary': route_context.summary or '',
+                    'operationId': route_context.operation_id or '',
+                    'tags': route_context.tags or [],
+                    'includeInSchema': route_context.include_in_schema,
                 }
             )
         routes.sort(key=lambda item: (item['path'], ','.join(item['methods'])))
diff --git a/ruoyi-fastapi-backend/plugins/ai/plugin.yaml b/ruoyi-fastapi-backend/plugins/ai/plugin.yaml
index 281eb31..4e1da1c 100644
--- a/ruoyi-fastapi-backend/plugins/ai/plugin.yaml
+++ b/ruoyi-fastapi-backend/plugins/ai/plugin.yaml
@@ -74,25 +74,27 @@ permissions:
 
 dependencies:
   python:
-    - agno==2.4.8
-    - anthropic==0.78.0
-    - cerebras-cloud-sdk==1.67.0
-    - cohere==5.20.4
-    - google-genai==1.62.0
-    - groq==1.0.0
-    - litellm==1.81.8
+    - agno==2.8.6
+    - anthropic==0.120.2
+    - cerebras-cloud-sdk==1.91.0
+    - cohere==7.0.8
+    - google-genai==2.16.0
+    - groq==1.6.0
+    - litellm==1.94.0
     - llama-api-client==0.6.0
-    - mistralai==1.12.0
-    - ollama==0.6.1
-    - openai==2.17.0
-    - portkey-ai==2.1.0
+    - mistralai==2.8.0
+    - ollama==0.6.2
+    - openai==2.52.0
+    - portkey-ai==2.3.4
   npm:
     - '@antv/infographic^0.2.13'
+    - '@terrastruct/d2>=0.1.33'
     - katex>=0.16.27
-    - markstream-vue2^0.0.18
-    - mermaid>=11.12.2
+    - markstream-vue2^0.0.50
+    - mermaid>=11.15.0
     - shiki^3.21.0
-    - stream-markdown>=0.0.14
+    - stream-markdown>=0.0.16
+    - stream-monaco>=0.0.48
   npmDev: []
   plugins: []
 
diff --git a/ruoyi-fastapi-backend/requirements-pg.txt b/ruoyi-fastapi-backend/requirements-pg.txt
index 6d17713..e544a3e 100644
--- a/ruoyi-fastapi-backend/requirements-pg.txt
+++ b/ruoyi-fastapi-backend/requirements-pg.txt
@@ -1,24 +1,24 @@
 aiofiles==25.1.0
-alembic==1.18.3
-APScheduler==3.11.2
-async-lru==2.1.0
+alembic==1.18.5
+APScheduler==3.11.3
+async-lru==2.3.0
 asyncpg==0.31.0
 bcrypt==5.0.0
-fastapi[all]==0.128.2
+fastapi[all]==0.141.1
 loguru==0.7.3
 openpyxl==3.1.5
 packaging>=26.0
 pandas==2.3.3
-Pillow==12.1.1
+Pillow==12.3.0
 psutil==7.2.2
-psycopg2==2.9.11
+psycopg2==2.9.12
 pydantic>=2.11.4
 pydantic-validation-decorator==0.1.5
-PyJWT[crypto]==2.11.0
-redis==7.1.0
-ruff==0.15.0
-SQLAlchemy[asyncio]==2.0.46
-sqlglot[rs]==28.10.0
-textual==8.2.5
+PyJWT[crypto]==2.13.0
+redis==8.1.0
+ruff==0.16.1
+SQLAlchemy[asyncio]==2.0.51
+sqlglot[rs]==30.14.0
+textual==8.2.8
 user-agents==2.2.0
 .
diff --git a/ruoyi-fastapi-backend/requirements.txt b/ruoyi-fastapi-backend/requirements.txt
index 7dd6d09..1af954c 100644
--- a/ruoyi-fastapi-backend/requirements.txt
+++ b/ruoyi-fastapi-backend/requirements.txt
@@ -1,24 +1,24 @@
 aiofiles==25.1.0
-alembic==1.18.3
-APScheduler==3.11.2
-async-lru==2.1.0
+alembic==1.18.5
+APScheduler==3.11.3
+async-lru==2.3.0
 asyncmy==0.2.11
 bcrypt==5.0.0
-fastapi[all]==0.128.2
+fastapi[all]==0.141.1
 loguru==0.7.3
 openpyxl==3.1.5
 packaging>=26.0
 pandas==2.3.3
-Pillow==12.1.1
+Pillow==12.3.0
 psutil==7.2.2
 pydantic>=2.11.4
 pydantic-validation-decorator==0.1.5
-PyJWT[crypto]==2.11.0
-PyMySQL==1.1.2
-redis==7.1.0
-ruff==0.15.0
-SQLAlchemy[asyncio]==2.0.46
-sqlglot[rs]==28.10.0
-textual==8.2.5
+PyJWT[crypto]==2.13.0
+PyMySQL==1.2.0
+redis==8.1.0
+ruff==0.16.1
+SQLAlchemy[asyncio]==2.0.51
+sqlglot[rs]==30.14.0
+textual==8.2.8
 user-agents==2.2.0
 .
diff --git a/ruoyi-fastapi-backend/tests/cli/runtime/test_app_runtime.py b/ruoyi-fastapi-backend/tests/cli/runtime/test_app_runtime.py
index 7d6443d..d470776 100644
--- a/ruoyi-fastapi-backend/tests/cli/runtime/test_app_runtime.py
+++ b/ruoyi-fastapi-backend/tests/cli/runtime/test_app_runtime.py
@@ -1,7 +1,9 @@
 from types import SimpleNamespace
 
+from fastapi import APIRouter, FastAPI
 from pytest import MonkeyPatch
 
+from cli.groups.app.controller import AppCommandController
 from cli.runtime.app import AppRuntimeService
 from cli.runtime.app.gateway import AppInfrastructureGateway
 from cli.runtime.app.support import AppSnapshotSupport
@@ -10,6 +12,40 @@
 REDIS_PORT = 6379
 
 
+def _build_app_with_included_router() -> FastAPI:
+    app = FastAPI()
+    router = APIRouter()
+
+    @router.get(
+        '/visible',
+        name='visible_route',
+        summary='Visible route',
+        operation_id='visibleRoute',
+        tags=['route'],
+    )
+    async def visible_route() -> dict[str, bool]:
+        return {'ok': True}
+
+    @router.get('/hidden', include_in_schema=False)
+    async def hidden_route() -> dict[str, bool]:
+        return {'ok': True}
+
+    app.include_router(router, prefix='/api', tags=['included'])
+    return app
+
+
+def _expected_visible_route() -> dict[str, object]:
+    return {
+        'path': '/api/visible',
+        'methods': ['GET'],
+        'name': 'visible_route',
+        'summary': 'Visible route',
+        'operationId': 'visibleRoute',
+        'tags': ['included', 'route'],
+        'includeInSchema': True,
+    }
+
+
 class FakeRuntimeEnvironment(RuntimeEnvironmentService):
     """
     模拟运行时环境服务。
@@ -159,3 +195,37 @@ def _fake_get_server_module() -> FakeServerModule:
     payload = service.build_app_instance()
 
     assert payload == {'app': 'ok'}
+
+
+def test_app_runtime_service_expands_included_router_routes() -> None:
+    app = _build_app_with_included_router()
+    gateway = AppInfrastructureGateway()
+    service = AppRuntimeService(
+        runtime_environment=FakeRuntimeEnvironment(),
+        infrastructure_gateway=gateway,
+    )
+    fake_server_module = SimpleNamespace(create_app=lambda: app)
+
+    def _fake_get_server_module() -> SimpleNamespace:
+        return fake_server_module
+
+    object.__setattr__(gateway, 'get_server_module', _fake_get_server_module)
+
+    payload = service.get_app_routes_snapshot('dev')
+    hidden_payload = service.get_app_routes_snapshot('dev', include_hidden=True)
+
+    assert payload['routes'] == [_expected_visible_route()]
+    assert payload['count'] == 1
+    assert [route['path'] for route in hidden_payload['routes']] == ['/api/hidden', '/api/visible']
+    assert [route['includeInSchema'] for route in hidden_payload['routes']] == [False, True]
+
+
+def test_app_command_controller_serializes_included_router_routes() -> None:
+    app = _build_app_with_included_router()
+
+    routes = AppCommandController._serialize_routes(app)
+    hidden_routes = AppCommandController._serialize_routes(app, include_hidden=True)
+
+    assert routes == [_expected_visible_route()]
+    assert [route['path'] for route in hidden_routes] == ['/api/hidden', '/api/visible']
+    assert [route['includeInSchema'] for route in hidden_routes] == [False, True]
diff --git a/ruoyi-fastapi-backend/tests/plugins/sample_plugins/test_ai_plugin.py b/ruoyi-fastapi-backend/tests/plugins/sample_plugins/test_ai_plugin.py
index 35299e3..aa35f96 100644
--- a/ruoyi-fastapi-backend/tests/plugins/sample_plugins/test_ai_plugin.py
+++ b/ruoyi-fastapi-backend/tests/plugins/sample_plugins/test_ai_plugin.py
@@ -28,35 +28,39 @@
     'ai:chat:list',
 }
 EXPECTED_AI_PYTHON_DEPENDENCIES = [
-    'agno==2.4.8',
-    'anthropic==0.78.0',
-    'cerebras-cloud-sdk==1.67.0',
-    'cohere==5.20.4',
-    'google-genai==1.62.0',
-    'groq==1.0.0',
-    'litellm==1.81.8',
+    'agno==2.8.6',
+    'anthropic==0.120.2',
+    'cerebras-cloud-sdk==1.91.0',
+    'cohere==7.0.8',
+    'google-genai==2.16.0',
+    'groq==1.6.0',
+    'litellm==1.94.0',
     'llama-api-client==0.6.0',
-    'mistralai==1.12.0',
-    'ollama==0.6.1',
-    'openai==2.17.0',
-    'portkey-ai==2.1.0',
+    'mistralai==2.8.0',
+    'ollama==0.6.2',
+    'openai==2.52.0',
+    'portkey-ai==2.3.4',
 ]
 EXPECTED_AI_VUE2_NPM_DEPENDENCIES = [
     '@antv/infographic^0.2.13',
+    '@terrastruct/d2>=0.1.33',
     'katex>=0.16.27',
-    'markstream-vue2^0.0.18',
-    'mermaid>=11.12.2',
+    'markstream-vue2^0.0.50',
+    'mermaid>=11.15.0',
     'shiki^3.21.0',
-    'stream-markdown>=0.0.14',
+    'stream-markdown>=0.0.16',
+    'stream-monaco>=0.0.48',
 ]
 EXPECTED_AI_VUE3_NPM_DEPENDENCIES = [
     '@antv/infographic^0.2.13',
+    '@terrastruct/d2>=0.1.33',
     'katex>=0.16.27',
-    'markstream-vue>=0.0.7-beta.6',
-    'mermaid>=11.12.2',
+    'markstream-vue>=1.0.9-beta.2',
+    'mermaid>=11.15.0',
     'shiki^3.21.0',
-    'stream-markdown>=0.0.14',
-    'stream-monaco>=0.0.17',
+    'stream-diffs>=0.0.2',
+    'stream-markdown>=0.0.16',
+    'stream-monaco>=0.0.48',
 ]
 EXPECTED_AI_VUE3_NPM_DEV_DEPENDENCIES = ['vite-plugin-monaco-editor-esm==2.0.2']
 EXPECTED_DEFAULT_NUM_HISTORY_RUNS = 3
diff --git a/ruoyi-fastapi-frontend/package.json b/ruoyi-fastapi-frontend/package.json
index 2cb285a..2343678 100644
--- a/ruoyi-fastapi-frontend/package.json
+++ b/ruoyi-fastapi-frontend/package.json
@@ -29,8 +29,9 @@
     "@antv/g2plot": "^2.4.31",
     "@antv/infographic": "^0.2.13",
     "@riophae/vue-treeselect": "0.4.0",
+    "@terrastruct/d2": ">=0.1.33",
     "ant-design-vue": "^1.7.8",
-    "axios": "0.30.2",
+    "axios": "0.30.3",
     "clipboard": "2.0.8",
     "core-js": "3.37.1",
     "echarts": "5.4.0",
@@ -42,14 +43,15 @@
     "js-cookie": "3.0.1",
     "jsencrypt": "3.0.0-rc.1",
     "katex": ">=0.16.27",
-    "markstream-vue2": "^0.0.18",
-    "mermaid": ">=11.12.2",
+    "markstream-vue2": "^0.0.50",
+    "mermaid": ">=11.15.0",
     "nprogress": "0.2.0",
     "quill": "2.0.2",
     "screenfull": "5.0.2",
     "shiki": "^3.21.0",
     "sortablejs": "1.10.2",
-    "stream-markdown": ">=0.0.14",
+    "stream-markdown": ">=0.0.16",
+    "stream-monaco": ">=0.0.48",
     "uuid": "^8.3.2",
     "viser-vue": "^2.4.8",
     "vue": "2.7.16",
diff --git a/ruoyi-fastapi-frontend/plugins/ai/README.md b/ruoyi-fastapi-frontend/plugins/ai/README.md
index 0fd9a57..bc890f5 100644
--- a/ruoyi-fastapi-frontend/plugins/ai/README.md
+++ b/ruoyi-fastapi-frontend/plugins/ai/README.md
@@ -55,10 +55,12 @@ plugins/ai/
 
 - `markstream-vue2`
 - `stream-markdown`
+- `stream-monaco`
 - `shiki`
 - `mermaid`
 - `katex`
 - `@antv/infographic`
+- `@terrastruct/d2`
 
 ## 开发约定
 
diff --git a/ruoyi-fastapi-frontend/plugins/ai/views/chat/components/AiMessage.vue b/ruoyi-fastapi-frontend/plugins/ai/views/chat/components/AiMessage.vue
index 4a9a724..18372e4 100644
--- a/ruoyi-fastapi-frontend/plugins/ai/views/chat/components/AiMessage.vue
+++ b/ruoyi-fastapi-frontend/plugins/ai/views/chat/components/AiMessage.vue
@@ -14,11 +14,23 @@
         >
       </div>
       <div v-show="isReasoningExpanded" class="reasoning-content">
-        <MarkdownRender :content="reasoningContent" :is-dark="isDark" />
+        <MarkdownRender
+          :content="reasoningContent"
+          :is-dark="isDark"
+          :final="!loading"
+          mode="chat"
+          code-renderer="shiki"
+        />
       </div>
     </div>
     <div class="ai-message-content">
-      <MarkdownRender :content="content" :is-dark="isDark" />
+      <MarkdownRender
+        :content="content"
+        :is-dark="isDark"
+        :final="!loading"
+        mode="chat"
+        code-renderer="shiki"
+      />
     </div>
     <div
       v-if="loading && !content && !reasoningContent"
diff --git a/ruoyi-fastapi-frontend/vue.config.js b/ruoyi-fastapi-frontend/vue.config.js
index 24567bf..6c02c64 100644
--- a/ruoyi-fastapi-frontend/vue.config.js
+++ b/ruoyi-fastapi-frontend/vue.config.js
@@ -67,6 +67,7 @@ function setAliasIfExists(alias, key, filePath) {
 }
 
 const markstreamVue2Root = resolvePackageRoot('markstream-vue2')
+const terrastructD2Root = resolveNodeModulesPackageRoot('@terrastruct/d2')
 const streamMonacoRoot = resolvePackageRoot('stream-monaco')
 const streamMarkdownRoot = resolvePackageRoot('stream-markdown') || resolveNodeModulesPackageRoot('stream-markdown')
 const monacoEditorRoot = resolveSiblingPackagePath(streamMonacoRoot, 'monaco-editor')
@@ -87,6 +88,7 @@ setAliasIfExists(markstreamAlias, 'markstream-vue2/index.css', markstreamVue2Roo
 setAliasIfExists(markstreamAlias, 'markstream-vue2/index.tailwind.css', markstreamVue2Root ? path.join(markstreamVue2Root, 'dist/index.tailwind.css') : null)
 setAliasIfExists(markstreamAlias, 'markstream-vue2/workers/katexRenderer.worker', markstreamVue2Root ? path.join(markstreamVue2Root, 'dist/workers/katexRenderer.worker.js') : null)
 setAliasIfExists(markstreamAlias, 'markstream-vue2/workers/mermaidParser.worker', markstreamVue2Root ? path.join(markstreamVue2Root, 'dist/workers/mermaidParser.worker.js') : null)
+setAliasIfExists(markstreamAlias, '@terrastruct/d2$', terrastructD2Root ? path.join(terrastructD2Root, 'dist/browser/index.js') : null)
 setAliasIfExists(
   markstreamAlias,
   'stream-monaco/legacy',
@@ -119,7 +121,11 @@ function createOptionalIgnoreRegex() {
     '@mermaid-js/parser',
     'langium',
     '@antv/infographic',
-    '@antv/hierarchy'
+    '@antv/hierarchy',
+    'monaco-editor/esm/vs/language/css/monaco.contribution',
+    'monaco-editor/esm/vs/language/html/monaco.contribution',
+    'monaco-editor/esm/vs/language/json/monaco.contribution',
+    'monaco-editor/esm/vs/language/typescript/monaco.contribution'
   ]
   const maybeIgnore = []
   if (!streamMarkdownRoot) {
@@ -182,6 +188,8 @@ module.exports = {
   transpileDependencies: [
     'quill',
     'markstream-vue2',
+    'markstream-core',
+    '@terrastruct/d2',
     'stream-markdown-parser',
     'stream-markdown',
     'shiki-stream',