From fd05009be24d6dbec0ede7f07f429ec0487b548b Mon Sep 17 00:00:00 2001
From: Casper Nielsen <casper@diagrid.io>
Date: Tue, 25 Nov 2025 13:17:06 +0100
Subject: [PATCH 1/3] feat: add dapr-ext-langgraph documentation

Signed-off-by: Casper Nielsen <casper@diagrid.io>
---
 .../python-sdk-extensions/python-langgraph.md | 72 +++++++++++++++++++
 1 file changed, 72 insertions(+)
 create mode 100644 sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md

diff --git a/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md b/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md
new file mode 100644
index 00000000000..22b49390ee7
--- /dev/null
+++ b/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md
@@ -0,0 +1,72 @@
+---
+type: docs
+title: "Dapr Python SDK integration with LangGraph"
+linkTitle: "LangGraph"
+weight: 500000
+description: How to let Dapr handle LangGraph Checkpointer (Memory)
+---
+
+The Dapr Python SDK provides integration with LangGraph Checkpointer using the `dapr-ext-langgraph` extension.
+
+## Installation
+
+You can download and install the Dapr LangGraph extension with:
+
+{{< tabpane text=true >}}
+
+{{% tab header="Stable" %}}
+
+```bash
+pip install dapr-ext-langgraph
+```
+
+{{% /tab %}}
+
+{{% 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 %}}
+
+```bash
+pip install dapr-ext-langgraph-dev
+```
+
+{{% /tab %}}
+
+{{< /tabpane >}}
+
+## Example
+
+### Setting DaprCheckPointer
+
+To let Dapr handle the checkpointer (memory in LangGraph) you only need to utilize the `DaprCheckpointer` as the checkpointer object when compiling the graph. Given the below Component for redis State Manager:
+
+```yaml
+apiVersion: dapr.io/v1alpha1
+kind: Component
+metadata:
+  name: statestore
+spec:
+  type: state.redis
+  version: v1
+  metadata:
+  - name: redisHost
+    value: localhost:6379
+```
+
+You then pass the checkpointer just like any other checkpointer provider:
+
+```python
+from langgraph.graph import StateGraph, MessageState
+from dapr.ext.langgraph import DaprCheckpointer
+
+# Build the graph with nodes and edges
+builder = StateGraph(MessagesState)
+
+memory = DaprCheckpointer(store_name='statestore', key_prefix='dapr')
+graph = builder.compile(checkpointer=memory)
+```
+
+For a full working example refer to the [langgraph example]().
+  
+For available State Managers refer to the [supported state stores](https://docs.dapr.io/reference/components-reference/supported-state-stores/).

From 928f98654d7c391c2b796f9e29cc3e51b022e951 Mon Sep 17 00:00:00 2001
From: Casper Nielsen <casper@diagrid.io>
Date: Tue, 25 Nov 2025 13:27:46 +0100
Subject: [PATCH 2/3] fix: remove link to state stores

Signed-off-by: Casper Nielsen <casper@diagrid.io>
---
 .../python-sdk-docs/python-sdk-extensions/python-langgraph.md   | 2 --
 1 file changed, 2 deletions(-)

diff --git a/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md b/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md
index 22b49390ee7..5550178a6c5 100644
--- a/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md
+++ b/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md
@@ -68,5 +68,3 @@ graph = builder.compile(checkpointer=memory)
 ```
 
 For a full working example refer to the [langgraph example]().
-  
-For available State Managers refer to the [supported state stores](https://docs.dapr.io/reference/components-reference/supported-state-stores/).

From 7fa62166c2a336ca7d11c88ad98cfdb9c2c7f1ca Mon Sep 17 00:00:00 2001
From: Casper Nielsen <casper@diagrid.io>
Date: Tue, 25 Nov 2025 14:26:41 +0100
Subject: [PATCH 3/3] fix: remove redundant header & wording correction

Signed-off-by: Casper Nielsen <casper@diagrid.io>
---
 .../python-sdk-docs/python-sdk-extensions/python-langgraph.md | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md b/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md
index 5550178a6c5..05f6d03072c 100644
--- a/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md
+++ b/sdkdocs/python/content/en/python-sdk-docs/python-sdk-extensions/python-langgraph.md
@@ -37,8 +37,6 @@ pip install dapr-ext-langgraph-dev
 
 ## Example
 
-### Setting DaprCheckPointer
-
 To let Dapr handle the checkpointer (memory in LangGraph) you only need to utilize the `DaprCheckpointer` as the checkpointer object when compiling the graph. Given the below Component for redis State Manager:
 
 ```yaml
@@ -67,4 +65,4 @@ memory = DaprCheckpointer(store_name='statestore', key_prefix='dapr')
 graph = builder.compile(checkpointer=memory)
 ```
 
-For a full working example refer to the [langgraph example]().
+For a full example refer to the [langgraph example]().