diff --git a/docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb b/docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb
index 2bb6adf5..bed9d4ac 100644
--- a/docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb
+++ b/docs/tutorials/v1-inference-simsearch-naip-stacchip.ipynb
@@ -71,10 +71,10 @@
     "import pandas as pd\n",
     "import pystac_client\n",
     "import shapely\n",
+    "from box import Box\n",
     "from shapely.geometry import box, Polygon\n",
     "import torch\n",
     "import yaml\n",
-    "from box import Box\n",
     "from pyproj import Transformer\n",
     "from rasterio.io import MemoryFile\n",
     "from stacchip.chipper_mod import Chipper\n",