diff --git a/gpt_llm_trainer_v2,_with_GPT_3_5_Fine_Tuning.ipynb b/gpt_llm_trainer_v2,_with_GPT_3_5_Fine_Tuning.ipynb
index 5c17054..6a99c97 100644
--- a/gpt_llm_trainer_v2,_with_GPT_3_5_Fine_Tuning.ipynb
+++ b/gpt_llm_trainer_v2,_with_GPT_3_5_Fine_Tuning.ipynb
@@ -115,14 +115,14 @@
         "                \"content\": example\n",
         "            })\n",
         "\n",
-        "    response = openai.ChatCompletion.create(\n",
+        "    response = openai.chat.completions.create(\n",
         "        model=\"gpt-4\",\n",
         "        messages=messages,\n",
         "        temperature=temperature,\n",
         "        max_tokens=1000,\n",
         "    )\n",
         "\n",
-        "    return response.choices[0].message['content']\n",
+        "    return response.choices[0].message.content\n",
         "\n",
         "# Generate examples\n",
         "prev_examples = []\n",
@@ -153,7 +153,7 @@
       "source": [
         "def generate_system_message(prompt):\n",
         "\n",
-        "    response = openai.ChatCompletion.create(\n",
+        "    response = openai.chat.completions.create(\n",
         "        model=\"gpt-4\",\n",
         "        messages=[\n",
         "          {\n",
@@ -169,7 +169,7 @@
         "        max_tokens=500,\n",
         "    )\n",
         "\n",
-        "    return response.choices[0].message['content']\n",
+        "    return response.choices[0].message.content\n",
         "\n",
         "system_message = generate_system_message(prompt)\n",
         "\n",
@@ -348,7 +348,7 @@
     {
       "cell_type": "code",
       "source": [
-        "response = openai.ChatCompletion.create(\n",
+        "response = openai.chat.completions.create(\n",
         "    model=model_name,\n",
         "    messages=[\n",
         "      {\n",
@@ -362,7 +362,7 @@
         "    ],\n",
         ")\n",
         "\n",
-        "response.choices[0].message['content']"
+        "response.choices[0].message.content"
       ],
       "metadata": {
         "id": "uxbrmzc5dMuC"
@@ -387,4 +387,4 @@
   },
   "nbformat": 4,
   "nbformat_minor": 0
-}
\ No newline at end of file
+}