Rearrange headers

docs/docs/integrations/tools/azure_content_safety.ipynb

@@ -14,6 +14,13 @@
     "## Overview"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Integration details"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -47,8 +54,6 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Integration details\n",
-    "\n",
     "This section provides details about how the Azure AI Content Safety integration works, including setup."
    ]
   },
@@ -166,13 +171,6 @@
     ")"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Chaining"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -200,6 +198,29 @@
     "## Invocation"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### [Invoke directly with args](/docs/concepts/#invoke-with-just-the-arguments)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Firstly, the tool can be used by directly passing input as an argument. However, this is discouraged as the tool is intended to be used in an executor chain."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cs._run(input)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -211,7 +232,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "By using `.invoke`, the model can be told what to do and assess if using the tools it was given would assist in it's response."
+    "By using `.invoke`, the model can be told what to do and assess if using the tools it was given would assist in it's response. This is the intended use."
    ]
   },
   {
@@ -230,14 +251,14 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### [Invoke directly with args](/docs/concepts/#invoke-with-just-the-arguments)"
+    "## Chaining"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Additionally, the tool can be used by directly passing input as an argument. However, this is discouraged as the tool is intended to be used in an executor chain."
+    "When creating an `AgentExecutor` as described earlier, an execution chain is formed. The sequence of events will be printed using the given prompt, and actions will occur in a chain-like manner."
    ]
   },
   {
@@ -246,7 +267,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "cs._run(input)"
+    "agent = create_structured_chat_agent(model, tools, prompt)\n",
+    "\n",
+    "agent_executor = AgentExecutor(\n",
+    "    agent=agent, tools=tools, verbose=True, handle_parsing_errors=True\n",
+    ")"
    ]
   },
   {