diff --git a/docs/docs/integrations/chat_loaders/facebook.ipynb b/docs/docs/integrations/chat_loaders/facebook.ipynb
index 5a899a56db..4173f5f9d1 100644
--- a/docs/docs/integrations/chat_loaders/facebook.ipynb
+++ b/docs/docs/integrations/chat_loaders/facebook.ipynb
@@ -32,7 +32,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "id": "647f2158-a42e-4634-b283-b8492caf542a",
    "metadata": {},
    "outputs": [
@@ -91,7 +91,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "a0869bc6",
    "metadata": {},
    "outputs": [],
@@ -114,7 +114,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 4,
    "id": "f61ee277",
    "metadata": {},
    "outputs": [],
@@ -126,19 +126,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 5,
    "id": "ec466ad7",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[HumanMessage(content=\"Hi Hermione! How's your summer going so far?\", additional_kwargs={'sender': 'Harry Potter'}, example=False),\n",
-       " HumanMessage(content=\"Harry! Lovely to hear from you. My summer is going well, though I do miss everyone. I'm spending most of my time going through my books and researching fascinating new topics. How about you?\", additional_kwargs={'sender': 'Hermione Granger'}, example=False),\n",
-       " HumanMessage(content=\"I miss you all too. The Dursleys are being their usual unpleasant selves but I'm getting by. At least I can practice some spells in my room without them knowing. Let me know if you find anything good in your researching!\", additional_kwargs={'sender': 'Harry Potter'}, example=False)]"
+       "[HumanMessage(content=\"Hi Hermione! How's your summer going so far?\", additional_kwargs={'sender': 'Harry Potter'}),\n",
+       " HumanMessage(content=\"Harry! Lovely to hear from you. My summer is going well, though I do miss everyone. I'm spending most of my time going through my books and researching fascinating new topics. How about you?\", additional_kwargs={'sender': 'Hermione Granger'}),\n",
+       " HumanMessage(content=\"I miss you all too. The Dursleys are being their usual unpleasant selves but I'm getting by. At least I can practice some spells in my room without them knowing. Let me know if you find anything good in your researching!\", additional_kwargs={'sender': 'Harry Potter'})]"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -150,7 +150,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 6,
    "id": "8a3ee473",
    "metadata": {},
    "outputs": [],
@@ -162,7 +162,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 7,
    "id": "9f41e122",
    "metadata": {},
    "outputs": [
@@ -172,7 +172,7 @@
        "9"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -196,7 +196,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 8,
    "id": "5a78030d-b757-4bbe-8a6c-841056f46df7",
    "metadata": {},
    "outputs": [],
@@ -209,7 +209,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 9,
    "id": "ff35b028-78bf-4c5b-9ec6-939fe67de7f7",
    "metadata": {},
    "outputs": [],
@@ -220,19 +220,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 10,
    "id": "4b11906e-a496-4d01-9f0d-1938c14147bf",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[AIMessage(content=\"Professor Snape, I was hoping I could speak with you for a moment about something that's been concerning me lately.\", additional_kwargs={'sender': 'Harry Potter'}, example=False),\n",
-       " HumanMessage(content=\"What is it, Potter? I'm quite busy at the moment.\", additional_kwargs={'sender': 'Severus Snape'}, example=False),\n",
-       " AIMessage(content=\"I apologize for the interruption, sir. I'll be brief. I've noticed some strange activity around the school grounds at night. I saw a cloaked figure lurking near the Forbidden Forest last night. I'm worried someone may be plotting something sinister.\", additional_kwargs={'sender': 'Harry Potter'}, example=False)]"
+       "[AIMessage(content=\"Professor Snape, I was hoping I could speak with you for a moment about something that's been concerning me lately.\", additional_kwargs={'sender': 'Harry Potter'}),\n",
+       " HumanMessage(content=\"What is it, Potter? I'm quite busy at the moment.\", additional_kwargs={'sender': 'Severus Snape'}),\n",
+       " AIMessage(content=\"I apologize for the interruption, sir. I'll be brief. I've noticed some strange activity around the school grounds at night. I saw a cloaked figure lurking near the Forbidden Forest last night. I'm worried someone may be plotting something sinister.\", additional_kwargs={'sender': 'Harry Potter'})]"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -253,7 +253,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 11,
    "id": "21372331",
    "metadata": {},
    "outputs": [],
@@ -263,7 +263,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 12,
    "id": "92c5ae7a",
    "metadata": {},
    "outputs": [
@@ -282,7 +282,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 13,
    "id": "dfcbd181",
    "metadata": {
     "scrolled": true
@@ -299,7 +299,7 @@
        "  'content': \"I apologize for the interruption, sir. I'll be brief. I've noticed some strange activity around the school grounds at night. I saw a cloaked figure lurking near the Forbidden Forest last night. I'm worried someone may be plotting something sinister.\"}]"
       ]
      },
-     "execution_count": 33,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -321,7 +321,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 14,
    "id": "13cd290a-b1e9-4686-bb5e-d99de8b8612b",
    "metadata": {},
    "outputs": [
@@ -331,7 +331,7 @@
        "100"
       ]
      },
-     "execution_count": 42,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -364,7 +364,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 15,
    "id": "95ce3f63-3c80-44b2-9060-534ad74e16fa",
    "metadata": {},
    "outputs": [],
@@ -374,7 +374,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 16,
    "id": "ab9e28eb",
    "metadata": {},
    "outputs": [
@@ -382,7 +382,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "File file-zCyNBeg4snpbBL7VkvsuhCz8 ready afer 30.55 seconds.\n"
+      "File file-ULumAXLEFw3vB6bb9uy6DNVC ready after 0.00 seconds.\n"
      ]
     }
    ],
@@ -399,16 +399,16 @@
     "    my_file.write((json.dumps({\"messages\": m}) + \"\\n\").encode(\"utf-8\"))\n",
     "\n",
     "my_file.seek(0)\n",
-    "training_file = openai.File.create(file=my_file, purpose=\"fine-tune\")\n",
+    "training_file = openai.files.create(file=my_file, purpose=\"fine-tune\")\n",
     "\n",
     "# OpenAI audits each training file for compliance reasons.\n",
     "# This make take a few minutes\n",
-    "status = openai.File.retrieve(training_file.id).status\n",
+    "status = openai.files.retrieve(training_file.id).status\n",
     "start_time = time.time()\n",
     "while status != \"processed\":\n",
     "    print(f\"Status=[{status}]... {time.time() - start_time:.2f}s\", end=\"\\r\", flush=True)\n",
     "    time.sleep(5)\n",
-    "    status = openai.File.retrieve(training_file.id).status\n",
+    "    status = openai.files.retrieve(training_file.id).status\n",
     "print(f\"File {training_file.id} ready after {time.time() - start_time:.2f} seconds.\")"
    ]
   },
@@ -422,12 +422,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 17,
    "id": "3f451425",
    "metadata": {},
    "outputs": [],
    "source": [
-    "job = openai.FineTuningJob.create(\n",
+    "job = openai.fine_tuning.jobs.create(\n",
     "    training_file=training_file.id,\n",
     "    model=\"gpt-3.5-turbo\",\n",
     ")"
@@ -443,7 +443,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 18,
    "id": "bac1637a-c087-4523-ade1-c47f9bf4c6f4",
    "metadata": {},
    "outputs": [
@@ -451,23 +451,23 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Status=[running]... 908.87s\r"
+      "Status=[running]... 874.29s. 56.93s\r"
      ]
     }
    ],
    "source": [
-    "status = openai.FineTuningJob.retrieve(job.id).status\n",
+    "status = openai.fine_tuning.jobs.retrieve(job.id).status\n",
     "start_time = time.time()\n",
     "while status != \"succeeded\":\n",
     "    print(f\"Status=[{status}]... {time.time() - start_time:.2f}s\", end=\"\\r\", flush=True)\n",
     "    time.sleep(5)\n",
-    "    job = openai.FineTuningJob.retrieve(job.id)\n",
+    "    job = openai.fine_tuning.jobs.retrieve(job.id)\n",
     "    status = job.status"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 19,
    "id": "535895e1-bc69-40e5-82ed-e24ed2baeeee",
    "metadata": {},
    "outputs": [
@@ -475,7 +475,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "ft:gpt-3.5-turbo-0613:personal::7rDwkaOq\n"
+      "ft:gpt-3.5-turbo-0613:personal::8QnAzWMr\n"
      ]
     }
    ],
@@ -495,7 +495,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 20,
    "id": "3925d60d",
    "metadata": {},
    "outputs": [],
@@ -510,7 +510,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 21,
    "id": "7190cf2e-ab34-4ceb-bdad-45f24f069c29",
    "metadata": {},
    "outputs": [],
@@ -529,7 +529,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": 22,
    "id": "f02057e9-f914-40b1-9c9d-9432ff594b98",
    "metadata": {},
    "outputs": [
@@ -537,7 +537,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "The usual - Potions, Transfiguration, Defense Against the Dark Arts. What about you?"
+      "I'm taking Charms, Defense Against the Dark Arts, Herbology, Potions, Transfiguration, and Ancient Runes. How about you?"
      ]
     }
    ],
@@ -545,14 +545,6 @@
     "for tok in chain.stream({\"input\": \"What classes are you taking?\"}):\n",
     "    print(tok, end=\"\", flush=True)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "35331503-3cc6-4d64-955e-64afe6b5fef3",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
@@ -571,7 +563,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.1"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,