diff --git a/examples/README.md b/examples/README.md
index 38452d9d5..387840707 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -27,40 +27,40 @@
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/batches.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>User Management</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/user_management.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/user_management.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Ontologies</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/ontologies.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/ontologies.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
       <td>Basics</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/basics.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/basics.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
-    <tr>
-      <td>Data Row Metadata</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/data_row_metadata.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/data_row_metadata.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
-    </tr>
-    <tr>
-      <td>Data Rows</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/data_rows.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/data_rows.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
-    </tr>
     <tr>
       <td>Quick Start</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/quick_start.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/quick_start.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Ontologies</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/ontologies.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/ontologies.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Data Row Metadata</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/data_row_metadata.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/data_row_metadata.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
       <td>Projects</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/projects.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/projects.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
+    <tr>
+      <td>Data Rows</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/data_rows.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/data_rows.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+    </tr>
+    <tr>
+      <td>User Management</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/basics/user_management.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/basics/user_management.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+    </tr>
   </tbody>
 </table>
 
@@ -75,16 +75,16 @@
     </tr>
   </thead>
   <tbody>
-    <tr>
-      <td>Export Data</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/exports/export_data.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/exports/export_data.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
-    </tr>
     <tr>
       <td>Composite Mask Export</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/exports/composite_mask_export.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/exports/composite_mask_export.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
+    <tr>
+      <td>Export Data</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/exports/export_data.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/exports/export_data.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+    </tr>
     <tr>
       <td>Exporting to CSV</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/exports/exporting_to_csv.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
@@ -104,6 +104,11 @@
     </tr>
   </thead>
   <tbody>
+    <tr>
+      <td>Project Setup</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/project_configuration/project_setup.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/project_configuration/project_setup.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+    </tr>
     <tr>
       <td>Queue Management</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/project_configuration/queue_management.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
@@ -114,11 +119,6 @@
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/project_configuration/multimodal_chat_project.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/project_configuration/multimodal_chat_project.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
-    <tr>
-      <td>Project Setup</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/project_configuration/project_setup.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/project_configuration/project_setup.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
-    </tr>
     <tr>
       <td>Webhooks</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/project_configuration/webhooks.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
@@ -138,16 +138,16 @@
     </tr>
   </thead>
   <tbody>
+    <tr>
+      <td>PDF</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/pdf.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/pdf.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+    </tr>
     <tr>
       <td>Conversational</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/conversational.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/conversational.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
-    <tr>
-      <td>Conversational LLM Data Generation</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/conversational_LLM_data_generation.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/conversational_LLM_data_generation.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
-    </tr>
     <tr>
       <td>Video</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/video.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
@@ -163,15 +163,25 @@
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/dicom.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/dicom.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
+    <tr>
+      <td>Tiled</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/tiled.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/tiled.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+    </tr>
     <tr>
       <td>Image</td>
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/image.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/image.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Tiled</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/tiled.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/tiled.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Conversational LLM Data Generation</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/conversational_LLM_data_generation.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/conversational_LLM_data_generation.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+    </tr>
+    <tr>
+      <td>Conversational LLM</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/conversational_LLM.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/conversational_LLM.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
       <td>Audio</td>
@@ -183,16 +193,6 @@
       <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/html.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/html.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
-    <tr>
-      <td>Conversational LLM</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/conversational_LLM.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/conversational_LLM.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
-    </tr>
-    <tr>
-      <td>PDF</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/annotation_import/pdf.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/annotation_import/pdf.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
-    </tr>
   </tbody>
 </table>
 
@@ -213,9 +213,9 @@
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/integrations/huggingface/huggingface_custom_embeddings.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Langchain</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/integrations/langchain/langchain.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/integrations/langchain/langchain.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Import YOLOv8 Annotations</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/integrations/yolo/import_yolov8_annotations.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/integrations/yolo/import_yolov8_annotations.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
       <td>Meta SAM</td>
@@ -228,9 +228,9 @@
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/integrations/sam/meta_sam_video.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Import YOLOv8 Annotations</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/integrations/yolo/import_yolov8_annotations.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/integrations/yolo/import_yolov8_annotations.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Langchain</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/integrations/langchain/langchain.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/integrations/langchain/langchain.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
   </tbody>
 </table>
@@ -252,9 +252,9 @@
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_experiments/model_predictions_to_project.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Custom Metrics Basics</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/model_experiments/custom_metrics_basics.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_experiments/custom_metrics_basics.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Custom Metrics Demo</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/model_experiments/custom_metrics_demo.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_experiments/custom_metrics_demo.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
       <td>Model Slices</td>
@@ -262,9 +262,9 @@
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_experiments/model_slices.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Custom Metrics Demo</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/model_experiments/custom_metrics_demo.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_experiments/custom_metrics_demo.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Custom Metrics Basics</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/model_experiments/custom_metrics_basics.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/model_experiments/custom_metrics_basics.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
   </tbody>
 </table>
@@ -281,24 +281,24 @@
   </thead>
   <tbody>
     <tr>
-      <td>Video Predictions</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/video_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/video_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Geospatial Predictions</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/geospatial_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/geospatial_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Image Predictions</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/image_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/image_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>HTML Predictions</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/html_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/html_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Text Predictions</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/text_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/text_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Conversational LLM Predictions</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/conversational_LLM_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/conversational_LLM_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>HTML Predictions</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/html_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/html_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Image Predictions</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/image_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/image_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
       <td>Conversational Predictions</td>
@@ -306,14 +306,14 @@
       <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/conversational_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Conversational LLM Predictions</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/conversational_LLM_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/conversational_LLM_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Text Predictions</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/text_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/text_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
-      <td>Geospatial Predictions</td>
-      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/geospatial_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
-      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/geospatial_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+      <td>Video Predictions</td>
+      <td><a href="https://github.com/Labelbox/labelbox-python/tree/develop/examples/prediction_upload/video_predictions.ipynb" target="_blank"><img src="https://img.shields.io/badge/GitHub-100000?logo=github&logoColor=white" alt="Open In Github"></a></td>
+      <td><a href="https://colab.research.google.com/github/Labelbox/labelbox-python/blob/develop/examples/prediction_upload/video_predictions.ipynb" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
     </tr>
     <tr>
       <td>PDF Predictions</td>
diff --git a/examples/prediction_upload/video_predictions.ipynb b/examples/prediction_upload/video_predictions.ipynb
index 63fe579bd..1157f4441 100644
--- a/examples/prediction_upload/video_predictions.ipynb
+++ b/examples/prediction_upload/video_predictions.ipynb
@@ -325,7 +325,7 @@
     },
     {
       "metadata": {},
-      "source": "# Create a Label object by identifying the applicable data row in Labelbox and providing a list of annotations\n\nlabels = []\nannotations_list = [\n    checklist_annotation,\n    radio_annotation,\n    bbox_annotation,\n    frame_bbox_with_checklist_subclass,\n    point_annotation,\n    polyline_annotation,\n    global_checklist_annotation,\n    global_radio_annotation,\n    nested_checklist_annotation,\n    nested_radio_annotation,\n    text_annotation,\n]\n\nflatten_list_annotations = [\n    ann for ann_sublist in annotations_list for ann in ann_sublist\n]\n\nlabels.append(\n    lb_types.Label(\n        data=lb_types.VideoData(global_key=global_key),\n        annotations=flatten_list_annotations,\n    ))",
+      "source": "# Create a Label object by identifying the applicable data row in Labelbox and providing a list of annotations\n\nlabels = []\nannotations_list = [\n    checklist_annotation,\n    radio_annotation,\n    bbox_annotation,\n    frame_bbox_with_checklist_subclass,\n    point_annotation,\n    polyline_annotation,\n    global_checklist_annotation,\n    global_radio_annotation,\n    nested_checklist_annotation,\n    nested_radio_annotation,\n    text_annotation,\n]\n\nflatten_list_annotations = [\n    ann for ann_sublist in annotations_list for ann in ann_sublist\n]\n\nlabels.append(\n    lb_types.Label(\n        data={\"global_key\": global_key},\n        annotations=flatten_list_annotations,\n    ))",
       "cell_type": "code",
       "outputs": [],
       "execution_count": null