docs for azure (#4238)

docs/modules/models/llms/integrations/azure_openai_example.ipynb

@@ -63,7 +63,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 3,
+   "id": "faacfa54",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "os.environ[\"OPENAI_API_TYPE\"] = \"azure\"\n",
+    "os.environ[\"OPENAI_API_VERSION\"] = \"2022-12-01\"\n",
+    "os.environ[\"OPENAI_API_BASE\"] = \"...\"\n",
+    "os.environ[\"OPENAI_API_KEY\"] = \"...\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
    "id": "8fad2a6e",
    "metadata": {},
    "outputs": [],
@@ -74,29 +88,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 5,
    "id": "8c80213a",
    "metadata": {},
    "outputs": [],
    "source": [
     "# Create an instance of Azure OpenAI\n",
     "# Replace the deployment name with your own\n",
-    "llm = AzureOpenAI(deployment_name=\"text-davinci-002-prod\", model_name=\"text-davinci-002\")"
+    "llm = AzureOpenAI(\n",
+    "    deployment_name=\"td2\",\n",
+    "    model_name=\"text-davinci-002\", \n",
+    ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 6,
    "id": "592dc404",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'\\n\\nWhy did the chicken cross the road?\\n\\nTo get to the other side.'"
+       "\"\\n\\nWhy couldn't the bicycle stand up by itself? Because it was...two tired!\""
       ]
      },
-     "execution_count": 3,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -158,7 +175,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.9.1"
   },
   "vscode": {
    "interpreter": {