diff --git a/app/src/index.tsx b/app/src/index.tsx
index f079647..3d2ef74 100644
--- a/app/src/index.tsx
+++ b/app/src/index.tsx
@@ -210,7 +210,7 @@ const ExploreApp: React.FC<IAppProps & {initChartFlag: boolean}> = (props) => {
     const exportTool = getExportTool(setExportOpen);
 
     const tools = [exportTool];
-    if (props.env && ["jupyter_widgets", "streamlit", "gradio", "marimo"].indexOf(props.env) !== -1 && props.useSaveTool) {
+    if (props.env && ["jupyter_widgets", "streamlit", "gradio", "marimo", "anywidget"].indexOf(props.env) !== -1 && props.useSaveTool) {
         const saveTool = getSaveTool(props, gwRef, storeRef, isChanged, setIsChanged);
         tools.push(saveTool);
     }
diff --git a/pygwalker/__init__.py b/pygwalker/__init__.py
index f704b74..1d6ecb9 100644
--- a/pygwalker/__init__.py
+++ b/pygwalker/__init__.py
@@ -10,7 +10,7 @@
 from pygwalker.services.global_var import GlobalVarManager
 from pygwalker.services.kaggle import show_tips_user_kaggle as __show_tips_user_kaggle
 
-__version__ = "0.4.9.12"
+__version__ = "0.4.9.13"
 __hash__ = __rand_str()
 
 from pygwalker.api.jupyter import walk, render, table
diff --git a/pygwalker/api/anywidget.py b/pygwalker/api/anywidget.py
new file mode 100644
index 0000000..cbce67b
--- /dev/null
+++ b/pygwalker/api/anywidget.py
@@ -0,0 +1,84 @@
+from typing import Union, List, Optional
+import inspect
+import json
+import pathlib
+
+from typing_extensions import Literal
+
+from .pygwalker import PygWalker
+from pygwalker.data_parsers.base import FieldSpec
+from pygwalker.data_parsers.database_parser import Connector
+from pygwalker._typing import DataFrame, IAppearance, IThemeKey
+from pygwalker.services.format_invoke_walk_code import get_formated_spec_params_code_from_frame
+from pygwalker.communications.anywidget_comm import AnywidgetCommunication
+import anywidget
+import traitlets
+
+
+class _WalkerWidget(anywidget.AnyWidget):
+    """WalkerWidget"""
+    _esm = (pathlib.Path(__file__).parent.parent / "templates" / "dist" / "pygwalker-app.es.js").read_text(encoding="utf-8")
+    props = traitlets.Unicode("").tag(sync=True)
+
+
+def walk(
+    dataset: Union[DataFrame, Connector, str],
+    gid: Union[int, str] = None,
+    *,
+    field_specs: Optional[List[FieldSpec]] = None,
+    theme_key: IThemeKey = 'g2',
+    appearance: IAppearance = 'media',
+    spec: str = "",
+    show_cloud_tool: bool = False,
+    kanaries_api_key: str = "",
+    default_tab: Literal["data", "vis"] = "vis",
+    **kwargs
+):
+    """Walk through pandas.DataFrame df with Graphic Walker
+
+    Args:
+        - dataset (pl.DataFrame | pd.DataFrame | Connector, optional): dataframe.
+        - gid (Union[int, str], optional): GraphicWalker container div's id ('gwalker-{gid}')
+
+    Kargs:
+        - field_specs (List[FieldSpec], optional): Specifications of some fields. They'll been automatically inferred from `df` if some fields are not specified.
+        - theme_key ('vega' | 'g2' | 'streamlit'): theme type.
+        - appearance (Literal['media' | 'light' | 'dark']): 'media': auto detect OS theme.
+        - spec (str): chart config data. config id, json, remote file url
+        - kanaries_api_key (str): kanaries api key, Default to "".
+        - default_tab (Literal["data", "vis"]): default tab to show. Default to "vis"
+    """
+    if field_specs is None:
+        field_specs = []
+
+    source_invoke_code = get_formated_spec_params_code_from_frame(
+        inspect.stack()[1].frame
+    )
+
+    widget = _WalkerWidget()
+    walker = PygWalker(
+        gid=gid,
+        dataset=dataset,
+        field_specs=field_specs,
+        spec=spec,
+        source_invoke_code=source_invoke_code,
+        theme_key=theme_key,
+        appearance=appearance,
+        show_cloud_tool=show_cloud_tool,
+        use_preview=False,
+        kernel_computation=True,
+        use_save_tool=True,
+        gw_mode="explore",
+        is_export_dataframe=True,
+        kanaries_api_key=kanaries_api_key,
+        default_tab=default_tab,
+        cloud_computation=False,
+        **kwargs
+    )
+    comm = AnywidgetCommunication(walker.gid)
+
+    widget.props = json.dumps(walker._get_props("anywidget", []))
+    comm.register_widget(widget)
+    walker._init_callback(comm)
+
+    return widget
diff --git a/pygwalker/api/marimo.py b/pygwalker/api/marimo.py
index f19c013..c7886f5 100644
--- a/pygwalker/api/marimo.py
+++ b/pygwalker/api/marimo.py
@@ -30,7 +30,7 @@ def walk(
     theme_key: IThemeKey = 'g2',
     appearance: IAppearance = 'media',
     spec: str = "",
-    show_cloud_tool: bool = True,
+    show_cloud_tool: bool = False,
     kanaries_api_key: str = "",
     default_tab: Literal["data", "vis"] = "vis",
     **kwargs