diff --git a/docs/src/notebooks/code_qa_bot.ipynb b/docs/src/notebooks/code_qa_bot.ipynb
index de787aca..5ff18a0c 100644
--- a/docs/src/notebooks/code_qa_bot.ipynb
+++ b/docs/src/notebooks/code_qa_bot.ipynb
@@ -44,15 +44,14 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import openai\n",
+    "from openai import OpenAI\n",
     "import os\n",
     "\n",
     "# Configuring the environment variable OPENAI_API_KEY\n",
     "if \"OPENAI_API_KEY\" not in os.environ:\n",
-    "    # OR set the key here as a variable\n",
-    "    openai.api_key = \"sk-...\"\n",
-    "    \n",
-    "assert len(openai.Model.list()[\"data\"]) > 0"
+    "    os.environ[\"OPENAI_API_KEY\"] = \"sk-...\"\n",
+    "client = OpenAI()\n",
+    "assert len(client.models.list().data) > 0"
    ]
   },
   {
diff --git a/docs/src/notebooks/youtube_transcript_search.ipynb b/docs/src/notebooks/youtube_transcript_search.ipynb
index b39a9c8e..e3cac08a 100644
--- a/docs/src/notebooks/youtube_transcript_search.ipynb
+++ b/docs/src/notebooks/youtube_transcript_search.ipynb
@@ -27,11 +27,11 @@
      "output_type": "stream",
      "text": [
       "\n",
-      "\u001B[1m[\u001B[0m\u001B[34;49mnotice\u001B[0m\u001B[1;39;49m]\u001B[0m\u001B[39;49m A new release of pip is available: \u001B[0m\u001B[31;49m23.0\u001B[0m\u001B[39;49m -> \u001B[0m\u001B[32;49m23.1.1\u001B[0m\n",
-      "\u001B[1m[\u001B[0m\u001B[34;49mnotice\u001B[0m\u001B[1;39;49m]\u001B[0m\u001B[39;49m To update, run: \u001B[0m\u001B[32;49mpip install --upgrade pip\u001B[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.1.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
       "\n",
-      "\u001B[1m[\u001B[0m\u001B[34;49mnotice\u001B[0m\u001B[1;39;49m]\u001B[0m\u001B[39;49m A new release of pip is available: \u001B[0m\u001B[31;49m23.0\u001B[0m\u001B[39;49m -> \u001B[0m\u001B[32;49m23.1.1\u001B[0m\n",
-      "\u001B[1m[\u001B[0m\u001B[34;49mnotice\u001B[0m\u001B[1;39;49m]\u001B[0m\u001B[39;49m To update, run: \u001B[0m\u001B[32;49mpip install --upgrade pip\u001B[0m\n"
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.1.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"
      ]
     }
    ],
@@ -206,15 +206,16 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import openai\n",
+    "from openai import OpenAI\n",
     "import os\n",
     "\n",
     "# Configuring the environment variable OPENAI_API_KEY\n",
     "if \"OPENAI_API_KEY\" not in os.environ:\n",
     "    # OR set the key here as a variable\n",
-    "    openai.api_key = \"sk-...\"\n",
+    "    os.environ[\"OPENAI_API_KEY\"] = \"sk-...\"\n",
     "    \n",
-    "assert len(openai.Model.list()[\"data\"]) > 0"
+    "client = OpenAI()\n",
+    "assert len(client.models.list().data) > 0"
    ]
   },
   {
@@ -234,8 +235,8 @@
    "outputs": [],
    "source": [
     "def embed_func(c):    \n",
-    "    rs = openai.Embedding.create(input=c, engine=\"text-embedding-ada-002\")\n",
-    "    return [record[\"embedding\"] for record in rs[\"data\"]]"
+    "    rs = client.embeddings.create(input=c, model=\"text-embedding-ada-002\")\n",
+    "    return [rs.data[0].embedding]"
    ]
   },
   {
@@ -536,9 +537,8 @@
    ],
    "source": [
     "def complete(prompt):\n",
-    "    # query text-davinci-003\n",
-    "    res = openai.Completion.create(\n",
-    "        engine='text-davinci-003',\n",
+    "    res = client.completions.create(\n",
+    "        model='text-davinci-003',\n",
     "        prompt=prompt,\n",
     "        temperature=0,\n",
     "        max_tokens=400,\n",
@@ -547,7 +547,7 @@
     "        presence_penalty=0,\n",
     "        stop=None\n",
     "    )\n",
-    "    return res['choices'][0]['text'].strip()\n",
+    "    return res.choices[0].text\n",
     "\n",
     "# check that it works\n",
     "query = \"who was the 12th person on the moon and when did they land?\"\n",