update azure search notebook

Author: Yazeed Alaudah

Basic_Samples/Functions/functions_with_azure_search.ipynb

@@ -80,8 +80,10 @@
     "client = AzureOpenAI(\n",
     "    azure_endpoint=config_details[\"AZURE_OPENAI_ENDPOINT\"],  # The base URL for your Azure OpenAI resource. e.g. \"https://<your resource name>.openai.azure.com\"\n",
     "    api_key=os.getenv(\"AZURE_OPENAI_KEY\"),  # The API key for your Azure OpenAI resource.\n",
-    "    api_version=\"2023-12-01-preview\",  # This version supports function calling\n",
-    ")"
+    "    api_version=config_details[\"OPENAI_API_VERSION\"],  # This version supports function calling\n",
+    ")\n",
+    "\n",
+    "model_name = config_details[\"MODEL_NAME\"]"
    ]
   },
   {
@@ -293,7 +295,7 @@
     "]\n",
     "\n",
     "response = client.chat.completions.create(\n",
-    "    model=\"gpt-35-turbo\",\n",
+    "    model=model_name,\n",
     "    messages=messages,\n",
     "    tools=tools,\n",
     "    temperature=0.2,\n",
@@ -362,7 +364,7 @@
     "\n",
     "    # Step 1: send the conversation and available functions to GPT\n",
     "    response = client.chat.completions.create(\n",
-    "        model=\"gpt-35-turbo\",\n",
+    "        model=model_name,\n",
     "        messages=messages,\n",
     "        tools=tools,\n",
     "        tool_choice=\"auto\",\n",
@@ -422,7 +424,7 @@
     "\n",
     "        second_response = client.chat.completions.create(\n",
     "            messages=messages,\n",
-    "            model=\"gpt-35-turbo\",\n",
+    "            model=model_name,\n",
     "        )  # get a new response from GPT where it can see the function response\n",
     "\n",
     "        return second_response\n",