Merge pull request #1201 from milvus-io/christy-demo

Add instructions how to add api token to connect zilliz

notebooks/milvus_connect.ipynb

@@ -4,15 +4,15 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Two ways to connect to milvus from a notebook\n",
+    "# Three ways to connect to milvus from a notebook\n",
     "\n",
     "There are 5 different ways to start up a Milvus server.\n",
     "1.  [Milvus lite](https://milvus.io/docs/milvus_lite.md) runs a local server.  ⛔️ Milvus lite is only meant for demos and local testing.\n",
-    "2. [Milvus local](https://milvus.io/docs/install_standalone-docker.md) requires local docker installed and running.\n",
     "\n",
-    "💡 **For production purposes**, it is recommended to use Milvus clusters or fully-managed Milvus on Zilliz Cloud. <br>\n",
+    "💡 **For production purposes**, it is recommended to use Milvus local docker, clusters, or fully-managed Milvus on Zilliz Cloud. <br>\n",
     "\n",
-    "3. [Ziliz Cloud free trial](#zilliz_free)\n",
+    "2. [Milvus local](https://milvus.io/docs/install_standalone-docker.md) requires local docker installed and running.\n",
+    "3. [Ziliz Cloud free tier](#zilliz_free)\n",
     "4. <a href=\"https://milvus.io/docs/install_cluster-milvusoperator.md\">Milvus clusters</a> requires a K8s cluster up and running.\n",
     "5. <a href=\"https://api.python.langchain.com/en/latest/vectorstores/langchain.vectorstores.milvus.Milvus.html\">LangChain Milvus</a> and other 3rd party adapters.\n",
     "\n",
@@ -23,7 +23,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Notebook contents \n",
+    "### Notebook contents for 3 ways to connect\n",
     "1. [Milvus lite demo](#milvus_lite)\n",
     "2. [Local milvus on docker demo](#milvus_local)\n",
     "3. [Zilliz cloud free tier](#zilliz_free)\n",
@@ -51,7 +51,7 @@
     "\n",
     "# Import milvus\n",
     "# !pip install milvus pymilvus\n",
-    "import milvus, pymilvus\n",
+    "import milvus, pymilvus #pymilvus is the python sdk\n",
     "\n",
     "milvus_version = milvus.__version__\n",
     "pymilvus_version = pymilvus.__version__\n",
@@ -461,7 +461,7 @@
     "\n",
     "If you require additional clusters, we recommend subscribing to either our Standard or Enterprise plan.\n",
     "\n",
-    "## 👩 Set up instructions for Zilliz \n",
+    "### 👩 Set up instructions for Zilliz \n",
     "\n",
     "1. From [cloud.zilliz.com](cloud.zilliz.com), click **\"+ Create Cluster\"**\n",
     "2. Select <i>**Starter**</i> option for the cluster and click **\"Next: Create Collection\"**\n",