diff --git a/README.md b/README.md
index 4badee53..787cd9c2 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,9 @@
 # 🌐 Blue-GEO
 
 🌐 `blue-geo` is wip 🔥
+
+---
+
+[![PyPI version](https://img.shields.io/pypi/v/blue-plugin.svg)](https://pypi.org/project/blue-geo/)
+
+To use on [AWS SageMaker](https://aws.amazon.com/sagemaker/) replace `<plugin-name>` with the name of the plugin and follow [these instructions](https://github.com/kamangir/notebooks-and-scripts/blob/main/SageMaker.md).
diff --git a/blue_geo/__init__.py b/blue_geo/__init__.py
index c42190ed..0b0ed81a 100644
--- a/blue_geo/__init__.py
+++ b/blue_geo/__init__.py
@@ -4,6 +4,6 @@
 
 DESCRIPTION = f"{ICON} AI for precise geospatial data analysis and visualization."
 
-VERSION = "4.5.1"
+VERSION = "4.6.1"
 
 REPO_NAME = "blue-geo"