diff --git a/daprdocs/content/en/python-sdk-contributing/python-contributing.md b/daprdocs/content/en/python-sdk-contributing/python-contributing.md
index 24ed10efe..fe22c10bd 100644
--- a/daprdocs/content/en/python-sdk-contributing/python-contributing.md
+++ b/daprdocs/content/en/python-sdk-contributing/python-contributing.md
@@ -12,14 +12,14 @@ When contributing to the [Python SDK](https://github.com/dapr/python-sdk) the fo
 
 The `examples` directory contains code samples for users to run to try out specific functionality of the various Python SDK packages and extensions. When writing new and updated samples keep in mind:
 
-- All examples should be runnable on Windows, Linux, and MacOS. While Python code is consistent among operating systems, any pre/post example commands should provide options through [codetabs]({{< ref "contributing-docs.md#tabbed-content" >}})
+- All examples should be runnable on Windows, Linux, and MacOS. While Python code is consistent among operating systems, any pre/post example commands should provide options through [tabpane]({{% ref "contributing-docs.md#tabbed-content" %}})
 - Contain steps to download/install any required pre-requisites. Someone coming in with a fresh OS install should be able to start on the example and complete it without an error. Links to external download pages are fine.
 
 ## Docs
 
 The `daprdocs` directory contains the markdown files that are rendered into the [Dapr Docs](https://docs.dapr.io) website. When the documentation website is built this repo is cloned and configured so that its contents are rendered with the docs content. When writing docs keep in mind:
 
-   - All rules in the [docs guide]({{< ref contributing-docs.md >}}) should be followed in addition to these.
+   - All rules in the [docs guide]({{% ref contributing-docs.md %}}) should be followed in addition to these.
    - All files and directories should be prefixed with `python-` to ensure all file/directory names are globally unique across all Dapr documentation.
 
 ## Github Dapr Bot Commands
diff --git a/daprdocs/content/en/python-sdk-docs/_index.md b/daprdocs/content/en/python-sdk-docs/_index.md
index a22d08434..454a5afb6 100644
--- a/daprdocs/content/en/python-sdk-docs/_index.md
+++ b/daprdocs/content/en/python-sdk-docs/_index.md
@@ -16,24 +16,24 @@ Dapr offers a variety of subpackages to help with the development of Python appl
 
 ## Prerequisites
 
-- [Dapr CLI]({{< ref install-dapr-cli.md >}}) installed
-- Initialized [Dapr environment]({{< ref install-dapr-selfhost.md >}})
+- [Dapr CLI]({{% ref install-dapr-cli.md %}}) installed
+- Initialized [Dapr environment]({{% ref install-dapr-selfhost.md %}})
 - [Python 3.9+](https://www.python.org/downloads/) installed
 
 ## Installation
 
 To get started with the Python SDK, install the main Dapr Python SDK package. 
 
-{{< tabs Stable Development>}}
+{{< tabpane text=true >}}
 
-{{% codetab %}}
+{{% tab header="Stable" %}}
 <!--stable-->
 ```bash
 pip install dapr
 ```
-{{% /codetab %}}
+{{% /tab %}}
 
-{{% codetab %}}
+{{% tab header="Development" %}}
 <!--dev-->
 > **Note:** The development package will contain features and behavior that will be compatible with the pre-release version of the Dapr runtime. Make sure to uninstall any stable versions of the Python SDK before installing the dapr-dev package.
 
@@ -41,9 +41,9 @@ pip install dapr
 pip install dapr-dev
 ```
 
-{{% /codetab %}}
+{{% /tab %}}
 
-{{< /tabs >}}
+{{< /tabpane >}}
 
 
 ## Available subpackages
@@ -57,14 +57,14 @@ Python SDK imports are subpackages included with the main SDK install, but need
     <div class="card-body">
       <h5 class="card-title"><b>Client</b></h5>
       <p class="card-text">Write Python applications to interact with a Dapr sidecar and other Dapr applications, including stateful virtual actors in Python</p>
-      <a href="{{< ref python-client >}}" class="stretched-link"></a>
+      <a href="{{% ref python-client %}}" class="stretched-link"></a>
     </div>
   </div>
   <div class="card">
     <div class="card-body">
       <h5 class="card-title"><b>Actors</b></h5>
       <p class="card-text">Create and interact with Dapr's Actor framework.</p>
-      <a href="{{< ref python-actor >}}" class="stretched-link"></a>
+      <a href="{{% ref python-actor %}}" class="stretched-link"></a>
     </div>
   </div>
 </div>
@@ -80,28 +80,28 @@ SDK extensions mainly work as utilities for receiving pub/sub events, programati
     <div class="card-body">
       <h5 class="card-title"><b>gRPC</b></h5>
       <p class="card-text">Create Dapr services with the gRPC server extension.</p>
-      <a href="{{< ref python-grpc >}}" class="stretched-link"></a>
+      <a href="{{% ref python-grpc %}}" class="stretched-link"></a>
     </div>
   </div>
   <div class="card">
     <div class="card-body">
       <h5 class="card-title"><b>FastAPI</b></h5>
       <p class="card-text">Integrate with Dapr Python virtual actors and pub/sub using the Dapr FastAPI extension.</p>
-      <a href="{{< ref python-fastapi >}}" class="stretched-link"></a>
+      <a href="{{% ref python-fastapi %}}" class="stretched-link"></a>
     </div>
   </div>
   <div class="card">
     <div class="card-body">
       <h5 class="card-title"><b>Flask</b></h5>
       <p class="card-text">Integrate with Dapr Python virtual actors using the Dapr Flask extension.</p>
-      <a href="{{< ref python-sdk-extensions >}}" class="stretched-link"></a>
+      <a href="{{% ref python-sdk-extensions %}}" class="stretched-link"></a>
     </div>
   </div>
   <div class="card">
     <div class="card-body">
       <h5 class="card-title"><b>Workflow</b></h5>
       <p class="card-text">Author workflows that work with other Dapr APIs in Python.</p>
-      <a href="{{< ref python-workflow >}}" class="stretched-link"></a>
+      <a href="{{% ref python-workflow %}}" class="stretched-link"></a>
     </div>
   </div>
 </div>
@@ -120,7 +120,7 @@ Walk through the Python quickstarts, tutorials, and examples to see Dapr in acti
 
 | SDK samples | Description |
 | ----------- | ----------- |
-| [Quickstarts]({{< ref quickstarts >}}) | Experience Dapr's API building blocks in just a few minutes using the Python SDK. |
+| [Quickstarts]({{% ref quickstarts %}}) | Experience Dapr's API building blocks in just a few minutes using the Python SDK. |
 | [SDK samples](https://github.com/dapr/python-sdk/tree/master/examples) | Clone the SDK repo to try out some examples and get started. |
 | [Bindings tutorial](https://github.com/dapr/quickstarts/tree/master/tutorials/bindings) | See how Dapr Python SDK works alongside other Dapr SDKs to enable bindings. |
 | [Distributed Calculator tutorial](https://github.com/dapr/quickstarts/tree/master/tutorials/distributed-calculator/python) | Use the Dapr Python SDK to handle method invocation and state persistent capabilities. |
@@ -137,7 +137,7 @@ Walk through the Python quickstarts, tutorials, and examples to see Dapr in acti
     <div class="card-body">
       <h5 class="card-title"><b>Serialization</b></h5>
       <p class="card-text">Learn more about serialization in Dapr SDKs.</p>
-      <a href="{{< ref sdk-serialization >}}" class="stretched-link"></a>
+      <a href="{{% ref sdk-serialization %}}" class="stretched-link"></a>
     </div>
   </div>
   <div class="card">
diff --git a/daprdocs/content/en/python-sdk-docs/python-actor.md b/daprdocs/content/en/python-sdk-docs/python-actor.md
index 9508dbfa4..22360afd0 100644
--- a/daprdocs/content/en/python-sdk-docs/python-actor.md
+++ b/daprdocs/content/en/python-sdk-docs/python-actor.md
@@ -10,10 +10,10 @@ The Dapr actor package allows you to interact with Dapr virtual actors from a Py
 
 ## Pre-requisites
 
-- [Dapr CLI]({{< ref install-dapr-cli.md >}}) installed
-- Initialized [Dapr environment]({{< ref install-dapr-selfhost.md >}})
+- [Dapr CLI]({{% ref install-dapr-cli.md %}}) installed
+- Initialized [Dapr environment]({{% ref install-dapr-selfhost.md %}})
 - [Python 3.9+](https://www.python.org/downloads/) installed
-- [Dapr Python package]({{< ref "python#installation" >}}) installed
+- [Dapr Python package]({{% ref "python#installation" %}}) installed
 
 ## Actor interface
 
@@ -33,8 +33,8 @@ class DemoActorInterface(ActorInterface):
 An actor service hosts the virtual actor. It is implemented a class that derives from the base type `Actor` and implements the interfaces defined in the actor interface.
 
 Actors can be created using one of the Dapr actor extensions:
-   - [FastAPI actor extension]({{< ref python-fastapi.md >}})
-   - [Flask actor extension]({{< ref python-flask.md >}})
+   - [FastAPI actor extension]({{% ref python-fastapi.md %}})
+   - [Flask actor extension]({{% ref python-flask.md %}})
 
 ## Actor client
 
diff --git a/daprdocs/content/en/python-sdk-docs/python-client.md b/daprdocs/content/en/python-sdk-docs/python-client.md
index 7024018ad..b26899714 100644
--- a/daprdocs/content/en/python-sdk-docs/python-client.md
+++ b/daprdocs/content/en/python-sdk-docs/python-client.md
@@ -9,13 +9,13 @@ description: How to get up and running with the Dapr Python SDK
 The Dapr client package allows you to interact with other Dapr applications from a Python application.
 
 {{% alert title="Note" color="primary" %}}
- If you haven't already, [try out one of the quickstarts]({{< ref quickstarts >}}) for a quick walk-through on how to use the Dapr Python SDK with an API building block.
+ If you haven't already, [try out one of the quickstarts]({{% ref quickstarts %}}) for a quick walk-through on how to use the Dapr Python SDK with an API building block.
 
 {{% /alert %}}
 
 ## Prerequisites
 
-[Install the Dapr Python package]({{< ref "python#installation" >}}) before getting started.
+[Install the Dapr Python package]({{% ref "python#installation" %}}) before getting started.
 
 ## Import the client package
 
@@ -140,7 +140,7 @@ except DaprGrpcError as err:
 
 ## Building blocks
 
-The Python SDK allows you to interface with all of the [Dapr building blocks]({{< ref building-blocks >}}).
+The Python SDK allows you to interface with all of the [Dapr building blocks]({{% ref building-blocks %}}).
 
 ### Invoke a service
 
@@ -164,7 +164,7 @@ If this variable is not set, the endpoint value is derived from the `DAPR_RUNTIM
 The base endpoint for gRPC calls is the one used for the client initialisation ([explained above](#initialising-the-client)).
 
 
-- For a full guide on service invocation visit [How-To: Invoke a service]({{< ref howto-invoke-discover-services.md >}}).
+- For a full guide on service invocation visit [How-To: Invoke a service]({{% ref howto-invoke-discover-services.md %}}).
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/master/examples/invoke-simple) for code samples and instructions to try out service invocation.
 
 ### Save & get application state
@@ -183,7 +183,7 @@ with DaprClient() as d:
     d.delete_state(store_name="statestore", key="key1")
 ```
 
-- For a full list of state operations visit [How-To: Get & save state]({{< ref howto-get-save-state.md >}}).
+- For a full list of state operations visit [How-To: Get & save state]({{% ref howto-get-save-state.md %}}).
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/master/examples/state_store) for code samples and instructions to try out state management.
 
 ### Query application state (Alpha)
@@ -213,7 +213,7 @@ with DaprClient() as d:
         )
 ```
 
-- For a full list of state store query options visit [How-To: Query state]({{< ref howto-state-query-api.md >}}).
+- For a full list of state store query options visit [How-To: Query state]({{% ref howto-state-query-api.md %}}).
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/master/examples/state_store_query) for code samples and instructions to try out state store querying.
 
 ### Publish & subscribe
@@ -302,7 +302,7 @@ def mytopic_important(event: v1.Event) -> None:
           ' content_type="{event.content_type}"',flush=True)
 ```
 
-- For more information about pub/sub, visit [How-To: Publish & subscribe]({{< ref howto-publish-subscribe.md >}}).
+- For more information about pub/sub, visit [How-To: Publish & subscribe]({{% ref howto-publish-subscribe.md %}}).
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/master/examples/pubsub-simple) for code samples and instructions to try out pub/sub.
 
 #### Streaming message subscription
@@ -428,7 +428,7 @@ if __name__ == '__main__':
     main()
 ```
 
-- For more information about pub/sub, visit [How-To: Publish & subscribe]({{< ref howto-publish-subscribe.md >}}).
+- For more information about pub/sub, visit [How-To: Publish & subscribe]({{% ref howto-publish-subscribe.md %}}).
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/main/examples/pubsub-simple) for code samples and instructions to try out streaming pub/sub.
 
 ### Conversation (Alpha)
@@ -437,7 +437,7 @@ if __name__ == '__main__':
 The Dapr Conversation API is currently in alpha.
 {{% /alert %}}
 
-Since version 1.15 Dapr offers developers the capability to securely and reliably interact with Large Language Models (LLM) through the [Conversation API]({{< ref conversation-overview.md >}}).
+Since version 1.15 Dapr offers developers the capability to securely and reliably interact with Large Language Models (LLM) through the [Conversation API]({{% ref conversation-overview.md %}}).
 
 ```python
 from dapr.clients import DaprClient
@@ -472,7 +472,7 @@ with DaprClient() as d:
     resp = d.invoke_binding(binding_name='kafkaBinding', operation='create', data='{"message":"Hello World"}')
 ```
 
-- For a full guide on output bindings visit [How-To: Use bindings]({{< ref howto-bindings.md >}}).
+- For a full guide on output bindings visit [How-To: Use bindings]({{% ref howto-bindings.md %}}).
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/main/examples/invoke-binding) for code samples and instructions to try out output bindings.
 
 ### Retrieve secrets
@@ -484,7 +484,7 @@ with DaprClient() as d:
     resp = d.get_secret(store_name='localsecretstore', key='secretKey')
 ```
 
-- For a full guide on secrets visit [How-To: Retrieve secrets]({{< ref howto-secrets.md >}}).
+- For a full guide on secrets visit [How-To: Retrieve secrets]({{% ref howto-secrets.md %}}).
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/master/examples/secret_store) for code samples and instructions to try out retrieving secrets
 
 ### Configuration
@@ -529,7 +529,7 @@ async def executeConfiguration():
 asyncio.run(executeConfiguration())
 ```
 
-- Learn more about managing configurations via the [How-To: Manage configuration]({{< ref howto-manage-configuration.md >}}) guide.
+- Learn more about managing configurations via the [How-To: Manage configuration]({{% ref howto-manage-configuration.md %}}) guide.
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/master/examples/configuration) for code samples and instructions to try out configuration.
 
 ### Distributed Lock
@@ -560,7 +560,7 @@ def main():
         print('We tried to unlock it anyway and got back [%s]' % unlock_result.status)
 ```
 
-- Learn more about using a distributed lock: [How-To: Use a lock]({{< ref howto-use-distributed-lock.md >}}).
+- Learn more about using a distributed lock: [How-To: Use a lock]({{% ref howto-use-distributed-lock.md %}}).
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/blob/master/examples/distributed_lock) for code samples and instructions to try out distributed lock.
 
 ### Cryptography
@@ -594,7 +594,7 @@ def main():
         print(decrypt_bytes.decode())  # The secret is "passw0rd"
 ```
 
-- For a full list of state operations visit [How-To: Use the cryptography APIs]({{< ref howto-cryptography.md >}}).
+- For a full list of state operations visit [How-To: Use the cryptography APIs]({{% ref howto-cryptography.md %}}).
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/master/examples/crypto) for code samples and instructions to try out cryptography
 
 ## Related links
diff --git a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-fastapi.md b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-fastapi.md
index 4fe4bf7aa..13b6499b9 100644
--- a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-fastapi.md
+++ b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-fastapi.md
@@ -12,15 +12,15 @@ The Dapr Python SDK provides integration with FastAPI using the `dapr-ext-fastap
 
 You can download and install the Dapr FastAPI extension with:
 
-{{< tabs Stable Development>}}
+{{< tabpane text=true >}}
 
-{{% codetab %}}
+{{% tab header="Stable" %}}
 ```bash
 pip install dapr-ext-fastapi
 ```
-{{% /codetab %}}
+{{% /tab %}}
 
-{{% codetab %}}
+{{% tab header="Development" %}}
 {{% alert title="Note" color="warning" %}}
 The development package will contain features and behavior that will be compatible with the pre-release version of the Dapr runtime. Make sure to uninstall any stable versions of the Python SDK extension before installing the `dapr-dev` package.
 {{% /alert %}}
@@ -28,9 +28,9 @@ The development package will contain features and behavior that will be compatib
 ```bash
 pip install dapr-ext-fastapi-dev
 ```
-{{% /codetab %}}
+{{% /tab %}}
 
-{{< /tabs >}}
+{{< /tabpane >}}
 
 ## Example
 
@@ -112,4 +112,4 @@ async def startup_event():
 @app.get("/GetMyData")
 def get_my_data():
     return "{'message': 'myData'}"
-```
\ No newline at end of file
+```
diff --git a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-flask.md b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-flask.md
index e48948bce..b4ec58f9c 100644
--- a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-flask.md
+++ b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-flask.md
@@ -12,15 +12,15 @@ The Dapr Python SDK provides integration with Flask using the `flask-dapr` exten
 
 You can download and install the Dapr Flask extension with:
 
-{{< tabs Stable Development>}}
+{{< tabpane text=true >}}
 
-{{% codetab %}}
+{{% tab header="Stable" %}}
 ```bash
 pip install flask-dapr
 ```
-{{% /codetab %}}
+{{% /tab %}}
 
-{{% codetab %}}
+{{% tab header="Development" %}}
 {{% alert title="Note" color="warning" %}}
 The development package will contain features and behavior that will be compatible with the pre-release version of the Dapr runtime. Make sure to uninstall any stable versions of the Python SDK extension before installing the `dapr-dev` package.
 {{% /alert %}}
@@ -28,9 +28,9 @@ The development package will contain features and behavior that will be compatib
 ```bash
 pip install flask-dapr-dev
 ```
-{{% /codetab %}}
+{{% /tab %}}
 
-{{< /tabs >}}
+{{< /tabpane >}}
 
 ## Example
 
@@ -57,4 +57,4 @@ def get_my_data():
 # Run application
 if __name__ == '__main__':
     app.run(port=settings.HTTP_APP_PORT)
-```
\ No newline at end of file
+```
diff --git a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-grpc.md b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-grpc.md
index 0e868238a..e34c213b5 100644
--- a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-grpc.md
+++ b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-grpc.md
@@ -12,15 +12,15 @@ The Dapr Python SDK provides a built in gRPC server extension, `dapr.ext.grpc`,
 
 You can download and install the Dapr gRPC server extension with:
 
-{{< tabs Stable Development>}}
+{{< tabpane text=true >}}
 
-{{% codetab %}}
+{{% tab header="Stable" %}}
 ```bash
 pip install dapr-ext-grpc
 ```
-{{% /codetab %}}
+{{% /tab %}}
 
-{{% codetab %}}
+{{% tab header="Development" %}}
 {{% alert title="Note" color="warning" %}}
 The development package will contain features and behavior that will be compatible with the pre-release version of the Dapr runtime. Make sure to uninstall any stable versions of the Python SDK extension before installing the `dapr-dev` package.
 {{% /alert %}}
@@ -28,9 +28,9 @@ The development package will contain features and behavior that will be compatib
 ```bash
 pip3 install dapr-ext-grpc-dev
 ```
-{{% /codetab %}}
+{{% /tab %}}
 
-{{< /tabs >}}
+{{< /tabpane >}}
 
 ## Examples
 
diff --git a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-workflow-ext/_index.md b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-workflow-ext/_index.md
index ed75a1eea..12a63f8f6 100644
--- a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-workflow-ext/_index.md
+++ b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-workflow-ext/_index.md
@@ -13,15 +13,15 @@ The Dapr Python SDK provides a built-in Dapr Workflow extension, `dapr.ext.workf
 
 You can download and install the Dapr Workflow extension with:
 
-{{< tabs Stable Development>}}
+{{< tabpane text=true >}}
 
-{{% codetab %}}
+{{% tab header="Stable" %}}
 ```bash
 pip install dapr-ext-workflow
 ```
-{{% /codetab %}}
+{{% /tab %}}
 
-{{% codetab %}}
+{{% tab header="Development" %}}
 {{% alert title="Note" color="warning" %}}
 The development package will contain features and behavior that will be compatible with the pre-release version of the Dapr runtime. Make sure to uninstall any stable versions of the Python SDK extension before installing the `dapr-dev` package.
 {{% /alert %}}
@@ -29,9 +29,9 @@ The development package will contain features and behavior that will be compatib
 ```bash
 pip install dapr-ext-workflow-dev
 ```
-{{% /codetab %}}
+{{% /tab %}}
 
-{{< /tabs >}}
+{{< /tabpane >}}
 
 ## Example
 
@@ -88,11 +88,11 @@ if __name__ == '__main__':
 ```
 
 - Learn more about authoring and managing workflows: 
-  - [How-To: Author a workflow]({{< ref howto-author-workflow.md >}}).
-  - [How-To: Manage a workflow]({{< ref howto-manage-workflow.md >}}).
+  - [How-To: Author a workflow]({{% ref howto-author-workflow.md %}}).
+  - [How-To: Manage a workflow]({{% ref howto-manage-workflow.md %}}).
   - 
 - Visit [Python SDK examples](https://github.com/dapr/python-sdk/tree/main/examples/workflow) for code samples and instructions to try out Dapr Workflow:
-  - [Simple workflow example]({{< ref python-workflow.md >}})
+  - [Simple workflow example]({{% ref python-workflow.md %}})
   - [Task chaining example](https://github.com/dapr/python-sdk/blob/main/examples/workflow/task_chaining.py)
   - [Fan-out/Fan-in example](https://github.com/dapr/python-sdk/blob/main/examples/workflow/fan_out_fan_in.py)
   - [Child workflow example](https://github.com/dapr/python-sdk/blob/main/examples/workflow/child_workflow.py)
diff --git a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-workflow-ext/python-workflow.md b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-workflow-ext/python-workflow.md
index 6e8011f33..8c882ac72 100644
--- a/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-workflow-ext/python-workflow.md
+++ b/daprdocs/content/en/python-sdk-docs/python-sdk-extensions/python-workflow-ext/python-workflow.md
@@ -20,10 +20,10 @@ In the Python example project, the `simple.py` file contains the setup of the ap
 - The registration of the workflow and workflow activities 
 
 ## Prerequisites
-- [Dapr CLI]({{< ref install-dapr-cli.md >}}) installed
-- Initialized [Dapr environment]({{< ref install-dapr-selfhost.md >}})
+- [Dapr CLI]({{% ref install-dapr-cli.md %}}) installed
+- Initialized [Dapr environment]({{% ref install-dapr-selfhost.md %}})
 - [Python 3.9+](https://www.python.org/downloads/) installed
-- [Dapr Python package]({{< ref "python#installation" >}}) and the [workflow extension]({{< ref "python-workflow/_index.md" >}}) installed
+- [Dapr Python package]({{% ref "python#installation" %}}) and the [workflow extension]({{% ref "python-workflow/_index.md" %}}) installed
 - Verify you're using the latest proto bindings
 
 ## Set up the environment
@@ -161,6 +161,6 @@ When you run the application, several key workflow features are shown:
    wf_client.purge_workflow(instance_id=instance_id)
    ```
 ## Next steps
-- [Learn more about Dapr workflow]({{< ref workflow-overview.md >}})
-- [Workflow API reference]({{< ref workflow_api.md >}})
+- [Learn more about Dapr workflow]({{% ref workflow-overview.md %}})
+- [Workflow API reference]({{% ref workflow_api.md %}})
 - [Try implementing more complex workflow patterns](https://github.com/dapr/python-sdk/tree/main/examples/workflow)