diff --git a/docs/dashboards/_examples/app.py b/docs/dashboards/_examples/app.py
index 6455407d5..9ac8a27b1 100644
--- a/docs/dashboards/_examples/app.py
+++ b/docs/dashboards/_examples/app.py
@@ -1,4 +1,5 @@
 # This file generated by Quarto; do not edit by hand.
+# shiny_mode: core
 
 from __future__ import annotations
 
@@ -14,7 +15,7 @@ def server(input: Inputs, output: Outputs, session: Session) -> None:
 
     # ========================================================================
 
-    from shiny import render, ui
+    from shiny.express import render, ui
     ui.input_select("x", "Variable:",
                     choices=["bill_length_mm", "bill_depth_mm"])
     ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
@@ -32,6 +33,8 @@ def displot():
 
 
 
+    return None
+
 
 _static_assets = ["shiny-python-simple_files"]
 _static_assets = {"/" + sa: Path(__file__).parent / sa for sa in _static_assets}
diff --git a/docs/dashboards/_examples/inputs/app.py b/docs/dashboards/_examples/inputs/app.py
index 6ff6f5545..42841e9a1 100644
--- a/docs/dashboards/_examples/inputs/app.py
+++ b/docs/dashboards/_examples/inputs/app.py
@@ -1,43 +1,71 @@
 # This file generated by Quarto; do not edit by hand.
+# shiny_mode: core
 
 from __future__ import annotations
 
 from pathlib import Path
 from shiny import App, Inputs, Outputs, Session, ui
 
+import seaborn as sns
+penguins = sns.load_dataset("penguins")
+species = list(penguins["species"].value_counts().index)
+islands = list(penguins["island"].value_counts().index)
+
+# ========================================================================
+
 
 
 
 def server(input: Inputs, output: Outputs, session: Session) -> None:
-    from shiny import ui, render
-    import seaborn as sns
-    penguins = sns.load_dataset("penguins")
+    from shiny import reactive
+    from shiny.express import render, ui
+    ui.input_checkbox_group(
+        "species", "Species:",
+        species, selected = species
+    )
+
+    # ========================================================================
+
+    ui.input_checkbox_group(
+        "islands", "Islands:",
+        islands, selected = islands
+    )
 
     # ========================================================================
 
-    ui.input_select("x", "Variable:",
-                    choices=["bill_length_mm", "bill_depth_mm"])
-    ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
+    ui.input_select("dist", "Distribution:", choices=["kde", "hist"])
     ui.input_checkbox("rug", "Show rug marks", value = False)
 
     # ========================================================================
 
+    @reactive.calc
+    def filtered_penguins():
+        data = penguins[penguins["species"].isin(input.species())]
+        data = data[data["island"].isin(input.islands())]
+        return data
+
+    # ========================================================================
+
     @render.plot
-    def displot():
-      sns.displot(
-        data=penguins, hue="species", multiple="stack",
-        x=input.x(), rug=input.rug(), kind=input.dist())
+    def depth():
+        return sns.displot(
+            filtered_penguins(), x = "bill_depth_mm",
+            hue = "species", kind = input.dist(),
+            fill = True, rug=input.rug()
+        )
 
     # ========================================================================
 
 
 
+    return None
+
 
-_static_assets = ["toolbar_files"]
+_static_assets = ["column-layout_files"]
 _static_assets = {"/" + sa: Path(__file__).parent / sa for sa in _static_assets}
 
 app = App(
-    Path(__file__).parent / "toolbar.html",
+    Path(__file__).parent / "column-layout.html",
     server,
     static_assets=_static_assets,
 )
diff --git a/docs/dashboards/_examples/inputs/card-toolbar.qmd b/docs/dashboards/_examples/inputs/card-toolbar.qmd
index 16192c042..ac23c3fe8 100644
--- a/docs/dashboards/_examples/inputs/card-toolbar.qmd
+++ b/docs/dashboards/_examples/inputs/card-toolbar.qmd
@@ -11,7 +11,7 @@ penguins = sns.load_dataset("penguins")
 
 ```{python}
 #| content: card-sidebar
-from shiny import ui, render
+from shiny.express import ui, render
 ui.input_select("x", "Variable:",
                 choices=["bill_length_mm", "bill_depth_mm"])
 ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
diff --git a/docs/dashboards/_examples/inputs/column-layout.qmd b/docs/dashboards/_examples/inputs/column-layout.qmd
index 5586d25ff..694a5fe97 100644
--- a/docs/dashboards/_examples/inputs/column-layout.qmd
+++ b/docs/dashboards/_examples/inputs/column-layout.qmd
@@ -16,7 +16,8 @@ islands = list(penguins["island"].value_counts().index)
 ::: {.inputs header-for="next" layout-ncol="3"}
 
 ```{python}
-from shiny import render, reactive, ui
+from shiny import reactive
+from shiny.express import render, ui
 ui.input_checkbox_group(
     "species", "Species:",
     species, selected = species
diff --git a/docs/dashboards/_examples/inputs/inline-sidebar.qmd b/docs/dashboards/_examples/inputs/inline-sidebar.qmd
index ca1eed43b..e8d199725 100644
--- a/docs/dashboards/_examples/inputs/inline-sidebar.qmd
+++ b/docs/dashboards/_examples/inputs/inline-sidebar.qmd
@@ -16,7 +16,7 @@ penguins = sns.load_dataset("penguins")
 ### {.sidebar}
 
 ```{python}
-from shiny import render, ui
+from shiny.express import render, ui
 ui.input_select("x", "Variable:",
                 choices=["bill_length_mm", "bill_depth_mm"])
 ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
diff --git a/docs/dashboards/_examples/inputs/inline-toolbar.qmd b/docs/dashboards/_examples/inputs/inline-toolbar.qmd
index a44f91825..69300161d 100644
--- a/docs/dashboards/_examples/inputs/inline-toolbar.qmd
+++ b/docs/dashboards/_examples/inputs/inline-toolbar.qmd
@@ -1,7 +1,7 @@
 ---
 title: "Palmer Penguins"
 author: "Cobblepot Analytics"
-format: 
+format:
   dashboard:
     orientation: columns
 server: shiny
@@ -13,12 +13,12 @@ penguins = sns.load_dataset("penguins")
 ```
 
 
-## Column 
+## Column
 
 ### {.toolbar}
 
 ```{python}
-from shiny import render, ui
+from shiny.express import render, ui
 ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
 ui.input_checkbox("rug", "Show rug marks", value = False)
 ```
diff --git a/docs/dashboards/_examples/inputs/input-panel.qmd b/docs/dashboards/_examples/inputs/input-panel.qmd
index 8ee6d4bcb..82e71b00f 100644
--- a/docs/dashboards/_examples/inputs/input-panel.qmd
+++ b/docs/dashboards/_examples/inputs/input-panel.qmd
@@ -21,7 +21,7 @@ penguins = sns.load_dataset("penguins")
 
 ```{python}
 #| content: card-toolbar
-from shiny import render, ui
+from shiny.express import render, ui
 ui.input_select("x", "Variable:",
                 choices=["bill_length_mm", "bill_depth_mm"])
 ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
diff --git a/docs/dashboards/_examples/inputs/page-sidebar.qmd b/docs/dashboards/_examples/inputs/page-sidebar.qmd
index 8c6340ca5..73b1e1d74 100644
--- a/docs/dashboards/_examples/inputs/page-sidebar.qmd
+++ b/docs/dashboards/_examples/inputs/page-sidebar.qmd
@@ -12,7 +12,7 @@ penguins = sns.load_dataset("penguins")
 ## {.sidebar}
 
 ```{python}
-from shiny import render, ui
+from shiny.express import render, ui
 ui.input_select("x", "Variable:",
                 choices=["bill_length_mm", "bill_depth_mm"])
 ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
diff --git a/docs/dashboards/_examples/inputs/right-sidebar.qmd b/docs/dashboards/_examples/inputs/right-sidebar.qmd
index 88eb4b8bb..b1e758459 100644
--- a/docs/dashboards/_examples/inputs/right-sidebar.qmd
+++ b/docs/dashboards/_examples/inputs/right-sidebar.qmd
@@ -7,7 +7,8 @@ server: shiny
 
 ```{python}
 #| context: setup
-from shiny import render, reactive, ui
+from shiny import reactive
+from shiny.express import render, ui
 import seaborn as sns
 penguins = sns.load_dataset("penguins")
 species = list(penguins["species"].value_counts().index)
diff --git a/docs/dashboards/_examples/inputs/toolbar.qmd b/docs/dashboards/_examples/inputs/toolbar.qmd
index f23a99a62..dda7f8918 100644
--- a/docs/dashboards/_examples/inputs/toolbar.qmd
+++ b/docs/dashboards/_examples/inputs/toolbar.qmd
@@ -5,7 +5,7 @@ server: shiny
 ---
 
 ```{python}
-from shiny import ui, render
+from shiny.express import ui, render
 import seaborn as sns
 penguins = sns.load_dataset("penguins")
 ```
diff --git a/docs/dashboards/_examples/shiny-global-sidebar.qmd b/docs/dashboards/_examples/shiny-global-sidebar.qmd
index 9c948994d..ec88f86a5 100644
--- a/docs/dashboards/_examples/shiny-global-sidebar.qmd
+++ b/docs/dashboards/_examples/shiny-global-sidebar.qmd
@@ -18,7 +18,8 @@ islands = list(penguins["island"].value_counts().index)
 ![](images/penguins.png){width="80%"}
 
 ```{python}
-from shiny import render, reactive, ui
+from shiny import reactive
+from shiny.express import render, ui
 
 ui.input_checkbox_group(
     "species", "Species:",
diff --git a/docs/dashboards/_examples/shiny-python-simple.qmd b/docs/dashboards/_examples/shiny-python-simple.qmd
index 8c6340ca5..73b1e1d74 100644
--- a/docs/dashboards/_examples/shiny-python-simple.qmd
+++ b/docs/dashboards/_examples/shiny-python-simple.qmd
@@ -12,7 +12,7 @@ penguins = sns.load_dataset("penguins")
 ## {.sidebar}
 
 ```{python}
-from shiny import render, ui
+from shiny.express import render, ui
 ui.input_select("x", "Variable:",
                 choices=["bill_length_mm", "bill_depth_mm"])
 ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
diff --git a/docs/dashboards/_examples/shiny-sidebar.qmd b/docs/dashboards/_examples/shiny-sidebar.qmd
index 6271b1669..b2b14feb9 100644
--- a/docs/dashboards/_examples/shiny-sidebar.qmd
+++ b/docs/dashboards/_examples/shiny-sidebar.qmd
@@ -18,7 +18,8 @@ islands = list(penguins["island"].value_counts().index)
 ![](images/penguins.png){width="80%"}
 
 ```{python}
-from shiny import render, reactive, ui
+from shiny import reactive
+from shiny.express import render, ui
 
 ui.input_checkbox_group(
     "species", "Species:",
diff --git a/docs/dashboards/_inputs.qmd b/docs/dashboards/_inputs.qmd
index cc3015769..7055c787a 100644
--- a/docs/dashboards/_inputs.qmd
+++ b/docs/dashboards/_inputs.qmd
@@ -8,13 +8,13 @@ Sidebars are a great place to group inputs for Shiny interactive dashboards. To
 title: "Sidebar"
 format: dashboard
 ---
-    
+
 ## {.sidebar}
 
 ```{{python}}
 ```
 
-## Column 
+## Column
 
 ```{{python}}
 ```
@@ -36,7 +36,7 @@ If you have a dashboard with [multiple pages](#pages), you may want the sidebar
 title: "Sidebar"
 format: dashboard
 ---
-    
+
 # {.sidebar}
 
 Sidebar content
@@ -64,11 +64,11 @@ title: "Toolbar"
 format: dashboard
 server: shiny
 ---
-    
+
 ## {.toolbar}
-    
+
 ```{{python}}
-from shiny import ui, render
+from shiny.express import ui, render
 ui.input_select("x", "Variable:",
                 choices=["bill_length_mm", "bill_depth_mm"])
 ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
@@ -97,12 +97,12 @@ title: "Toolbar"
 format: dashboard
 server: shiny
 ---
-    
+
 # {.toolbar}
 
 Toolbar content
 
-# Page 1 
+# Page 1
 
 ```{{python}}
 ```
@@ -118,11 +118,11 @@ Toolbar content
 
 In some cases you may want to marry inputs more directly to a single output. To do this, define a card toolbar immediately above the cell that generates the output. You can do this by either adding the `content: card-toolbar` option to a cell or by creating a div with the `.card-toolbar` class. For example:
 
-```` {.python .pymd}     
+```` {.python .pymd}
 ```{{python}}
 #| title: Penguin Bills
 #| content: card-toolbar
-from shiny import ui, render
+from shiny.express import ui, render
 ui.input_select("x", "Variable:",
                 choices=["bill_length_mm", "bill_depth_mm"])
 ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
diff --git a/docs/dashboards/data-display.qmd b/docs/dashboards/data-display.qmd
index 4cf58fd9b..62de7ed38 100644
--- a/docs/dashboards/data-display.qmd
+++ b/docs/dashboards/data-display.qmd
@@ -370,7 +370,7 @@ Use the `ui.value_box()` function within a function decorated with `@render.ui`.
 
 ```` python
 ```{{python}}
-from shiny import render, ui
+from shiny.express import render, ui
 @render.ui
 def value():
     return ui.value_box("Value", input.value())
diff --git a/docs/dashboards/interactivity/shiny-python/_shiny-advanced.md b/docs/dashboards/interactivity/shiny-python/_shiny-advanced.md
index dda9d8116..b0a526351 100644
--- a/docs/dashboards/interactivity/shiny-python/_shiny-advanced.md
+++ b/docs/dashboards/interactivity/shiny-python/_shiny-advanced.md
@@ -9,7 +9,8 @@ server: shiny # <1>
 ```{{python}} # <2>
 #| context: setup
 import seaborn as sns
-from shiny import render, reactive, ui
+from shiny import reactive
+from shiny.express import render, ui
 penguins = sns.load_dataset("penguins")
 ``` # <2>
 
diff --git a/docs/dashboards/interactivity/shiny-python/_shiny-requirements.qmd b/docs/dashboards/interactivity/shiny-python/_shiny-requirements.qmd
index 9534f2827..e5e207768 100644
--- a/docs/dashboards/interactivity/shiny-python/_shiny-requirements.qmd
+++ b/docs/dashboards/interactivity/shiny-python/_shiny-requirements.qmd
@@ -2,7 +2,7 @@
 ::: {.callout-note}
 ### Shiny Prerequisites
 
-In order to use Shiny within Quarto documents you will need the latest version of the `shiny` (>=0.6.1) and `shinywidgets` (>=0.2.2) packages. You can install the latest version of these with:
+In order to use Shiny within Quarto documents you will need the latest version of the `shiny` (>=0.9.0) and `shinywidgets` (>=0.3.1) packages. You can install the latest version of these with:
 
 ```{.bash}
 pip install --upgrade shiny shinywidgets
diff --git a/docs/dashboards/interactivity/shiny-python/_shiny-sidebar.md b/docs/dashboards/interactivity/shiny-python/_shiny-sidebar.md
index 399ae2f06..94b21de59 100644
--- a/docs/dashboards/interactivity/shiny-python/_shiny-sidebar.md
+++ b/docs/dashboards/interactivity/shiny-python/_shiny-sidebar.md
@@ -18,7 +18,7 @@ penguins = sns.load_dataset("penguins")
 ## {.sidebar} # <2>
 
 ```{{python}}
-from shiny import render, ui
+from shiny.express import render, ui
 ui.input_select("x", "Variable:",   # <3>
                 choices=["bill_length_mm", "bill_depth_mm"])
 ui.input_select("dist", "Distribution:", choices=["hist", "kde"])
diff --git a/docs/dashboards/interactivity/shiny-python/index.qmd b/docs/dashboards/interactivity/shiny-python/index.qmd
index 87a9134af..ef6d6b657 100644
--- a/docs/dashboards/interactivity/shiny-python/index.qmd
+++ b/docs/dashboards/interactivity/shiny-python/index.qmd
@@ -135,7 +135,8 @@ However, sometimes we have code that would be excessive to run for every user, a
 ```{{python}}
 #| context: setup
 import seaborn as sns
-from shiny import render, reactive, ui
+from shiny import reactive
+from shiny.express import render, ui
 penguins = sns.load_dataset("penguins")
 ```
 ````