Nit

Author: ajosh0504

notebooks/advanced_techniques/contextual_chunk_embedding.ipynb

@@ -51,7 +51,7 @@
       "source": [
         "## Step 2: Setup prerequisites\n",
         "\n",
-        "Follow the step [here](https://dashboard.voyageai.com/organization/api-keys) to obtain a Voyage AI API key."
+        "Follow the steps [here](https://dashboard.voyageai.com/organization/api-keys) to obtain a Voyage AI API key."
       ]
     },
     {
@@ -69,12 +69,12 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 30,
+      "execution_count": null,
       "id": "bf6ff564-053c-4d2b-8a38-6a0b1a17a85e",
       "metadata": {},
       "outputs": [],
       "source": [
-        "# Set Voyage AI API Key as an environment variable\n",
+        "# Set Voyage AI API key as an environment variable\n",
         "os.environ[\"VOYAGE_API_KEY\"] = getpass.getpass(\"Enter your VoyageAI API key:\")\n",
         "# Initialize the Voyage AI client\n",
         "voyage_client = voyageai.Client()"