diff --git a/examples/docker/voila/README.md b/examples/docker/voila/README.md
index 7117f7e9..3d213768 100644
--- a/examples/docker/voila/README.md
+++ b/examples/docker/voila/README.md
@@ -1,4 +1,4 @@
-# Custom Voila app
+# Scotch data visualisation
 
 A dashboard for visualising different properties of the type of scotch selected by the user.
 
diff --git a/examples/voila/animated-viz/README.md b/examples/voila/animated-viz/README.md
index 875935d6..4c03037a 100644
--- a/examples/voila/animated-viz/README.md
+++ b/examples/voila/animated-viz/README.md
@@ -1,3 +1,3 @@
 # Data visualisation
 
-An interactive app that explores a public Uber dataset for pickups and drop-offs in New York City. 
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+An interactive app that allows users to explore population by continent or countries.
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diff --git a/examples/voila/env-variable/README.md b/examples/voila/env-variable/README.md
new file mode 100644
index 00000000..d97ec4e6
--- /dev/null
+++ b/examples/voila/env-variable/README.md
@@ -0,0 +1,3 @@
+# Environment variable
+
+A simple app for demonstrating how to access environment variables in Ploomber Cloud.
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diff --git a/examples/voila/image-mask-generator/README.md b/examples/voila/image-mask-generator/README.md
new file mode 100644
index 00000000..5f19adb1
--- /dev/null
+++ b/examples/voila/image-mask-generator/README.md
@@ -0,0 +1,3 @@
+# Mask generator
+
+This tool allows you to create mask images, required by inpainting models such as Stable Diffusion Inpainting.
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diff --git a/examples/voila/jupysql/README.md b/examples/voila/jupysql/README.md
new file mode 100644
index 00000000..7601df3c
--- /dev/null
+++ b/examples/voila/jupysql/README.md
@@ -0,0 +1,3 @@
+# Analytical application
+
+An application that uses the Penguins dataset to demonstrate model prediction values given an input.
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diff --git a/examples/voila/ml/README.md b/examples/voila/ml/README.md
new file mode 100644
index 00000000..4c6a455d
--- /dev/null
+++ b/examples/voila/ml/README.md
@@ -0,0 +1,3 @@
+# Machine Learning
+
+An application that uses the Penguins dataset to demonstrate model prediction values given an input.
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