diff --git a/mnist-classifaction/deploy_model.ipynb b/mnist-classifaction/deploy_model.ipynb
index fc7c4ec..efdd85d 100644
--- a/mnist-classifaction/deploy_model.ipynb
+++ b/mnist-classifaction/deploy_model.ipynb
@@ -64,6 +64,28 @@
     "!mlfoundry login --host <Host name of Truefoundry UI. e.g. https://company.truefoundry.cloud>"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Workspace FQN\n",
+    "Once you run the cell below you will get a prompt to enter your workspace. <br>\n",
+    "* Step 1: Click on the link given in the prompt.\n",
+    "* Step 2: Identify the Workspace you want to deploy the application in.\n",
+    "* Step 3: Copy the Workspace FQN <br>\n",
+    "![Copying Workspace FQN](https://files.readme.io/730fee2-Screenshot_2023-02-28_at_2.08.34_PM.png)\n",
+    "* Step 4: Paste the  Workspace FQN in the prompt and press enter."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "WORKSPACE_FQN = input(\"Enter the FQN of the workspace to use: \")"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -297,13 +319,23 @@
     "!pygmentize deploy_model/deploy.py"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "SERVICE_HOST = input(\"Enter the Service Host (Can be found from cluster details in Truefoundry UI)\")\n",
+    "SERVICE_PATH = input(\"Enter the Service Path where you want your service to be deployed\")"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "!cd deploy_model/ && python deploy.py --workspace_fqn <paste your workspace fqn> --model_version_fqn MODEL_VERSION_FQN --host <Host name of Truefoundry UI. e.g. endpoint.xyz.cloud> --path <path where you want your service to be deployed, like /gradio/app> "
+    "!cd deploy_model/ && python deploy.py --workspace_fqn $WORKSPACE_FQN --model_version_fqn $MODEL_VERSION_FQN --host $SERVICE_HOST --path $SERVICE_PATH"
    ]
   },
   {
diff --git a/mnist-classifaction/deploy_model/deploy.py b/mnist-classifaction/deploy_model/deploy.py
index 4b6b6b4..3d382de 100644
--- a/mnist-classifaction/deploy_model/deploy.py
+++ b/mnist-classifaction/deploy_model/deploy.py
@@ -24,6 +24,7 @@
     image=Build(
         build_spec=PythonBuild(
             command="python gradio_demo.py",
+            #commad="uvicorn fastapi_service:app --port 8001 --host 0.0.0.0" for deploying fastapi
             requirements_path="requirements.txt",
         )
     ),