Update VideoSummary.ipynb

demo_apps/VideoSummary.ipynb

@@ -41,7 +41,7 @@
    "id": "af3069b1",
    "metadata": {},
    "source": [
-    "Next we load the YouTube video transcript using the YoutubeLoader."
+    "Let's load the YouTube video transcript using the YoutubeLoader."
    ]
   },
   {
@@ -140,6 +140,7 @@
    "metadata": {},
    "source": [
     "Next we call the Llama 2 model from Replicate. In this example we will use the llama 2 13b chat model. You can find more Llama 2 models by searching for them on the [Replicate model explore page](https://replicate.com/explore?query=llama).\n",
+    "\n",
     "You can add them here in the format: model_name/version\n",
     "\n",
     "If you using local Llama, just set llm accordingly - see the [HelloLlamaLocal notebook](HelloLlamaLocal.ipynb)"
@@ -253,7 +254,8 @@
    "source": [
     "\n",
     "Let's try some workarounds to see if we can summarize the entire transcript without running into the `RuntimeError`.\n",
-    "We will use the `load_summarize_chain` package from LangChain and change the `chain_type`.\n"
+    "\n",
+    "We will use the LangChain's `load_summarize_chain` and play around with the `chain_type`.\n"
    ]
   },
   {