diff --git a/docs/extras/integrations/llms/bittensor.ipynb b/docs/extras/integrations/llms/bittensor.ipynb
index e6fd5a6947..d6f97dc6cb 100644
--- a/docs/extras/integrations/llms/bittensor.ipynb
+++ b/docs/extras/integrations/llms/bittensor.ipynb
@@ -4,11 +4,13 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# NIBittensorLLM\n",
+    "# Bittensor\n",
     "\n",
-    "NIBittensorLLM is developed by [Neural Internet](https://neuralinternet.ai/), powered by [Bittensor](https://bittensor.com/).\n",
+    ">[Bittensor](https://bittensor.com/) is a mining network, similar to Bitcoin, that includes built-in incentives designed to encourage miners to contribute compute + knowledge.\n",
+    ">\n",
+    ">`NIBittensorLLM` is developed by [Neural Internet](https://neuralinternet.ai/), powered by `Bittensor`.\n",
     "\n",
-    "This LLM showcases true potential of decentralized AI by giving you the best response(s) from the Bittensor protocol, which consist of various AI models such as OpenAI, LLaMA2 etc.\n",
+    ">This LLM showcases true potential of decentralized AI by giving you the best response(s) from the `Bittensor protocol`, which consist of various AI models such as `OpenAI`, `LLaMA2` etc.\n",
     "\n",
     "Users can view their logs, requests, and API keys on the [Validator Endpoint Frontend](https://api.neuralinternet.ai/). However, changes to the configuration are currently prohibited; otherwise, the user's queries will be blocked.\n",
     "\n",
@@ -157,11 +159,24 @@
   }
  ],
  "metadata": {
-  "language_info": {
-   "name": "python"
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
   },
-  "orig_nbformat": 4
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.12"
+  }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }