diff --git a/docs/docs/concepts/multi_agent.md b/docs/docs/concepts/multi_agent.md
index 4ca186fcb..d4d549385 100644
--- a/docs/docs/concepts/multi_agent.md
+++ b/docs/docs/concepts/multi_agent.md
@@ -94,13 +94,13 @@ This is a special case of updating the graph state from tools where in addition
 !!! important
 
     If you want to use tools that return `Command`, you can either use prebuilt [`create_react_agent`][langgraph.prebuilt.chat_agent_executor.create_react_agent] / [`ToolNode`][langgraph.prebuilt.tool_node.ToolNode] components, or implement your own tool-executing node that collects `Command` objects returned by the tools and returns a list of them, e.g.:
-
-```python
-def call_tools(state):
-    ...
-    commands = [tools_by_name[tool_call["name"]].invoke(tool_call) for tool_call in tool_calls]
-    return commands
-```
+    
+    ```python
+    def call_tools(state):
+        ...
+        commands = [tools_by_name[tool_call["name"]].invoke(tool_call) for tool_call in tool_calls]
+        return commands
+    ```
 
 Let's now take a closer look at the different multi-agent architectures.
 
diff --git a/docs/docs/how-tos/update-state-from-tools.ipynb b/docs/docs/how-tos/update-state-from-tools.ipynb
index 690a36a31..29a513904 100644
--- a/docs/docs/how-tos/update-state-from-tools.ipynb
+++ b/docs/docs/how-tos/update-state-from-tools.ipynb
@@ -166,8 +166,6 @@
     "\n",
     "\n",
     "class State(AgentState):\n",
-    "    # user provided\n",
-    "    last_name: str\n",
     "    # updated by the tool\n",
     "    user_info: dict[str, Any]\n",
     "\n",