diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7a7be89..5cb8e30 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,7 @@
 ### Deprecated
 ### Removed
 ### Fixed
+- Fixing the latex build of the docs
 ### Security
 
 ## v3.1.0 - 19/05/2024
diff --git a/docs/example.rst b/docs/example.rst
index 24d5a47..2956481 100644
--- a/docs/example.rst
+++ b/docs/example.rst
@@ -3,7 +3,14 @@ Example
 
 Let's see together how to use SVG2Tikz to convert an SVG to tikz code and include it in your work. Let's take this svg of articulated_leg:
 
-.. image:: img/articulated_leg.svg
+.. only:: latex
+
+  .. image:: img/articulated_leg.pdf
+
+.. only:: html
+
+  .. image:: img/articulated_leg.svg
+
 
 It's composed of several paths:
 
diff --git a/docs/img/articulated_leg.pdf b/docs/img/articulated_leg.pdf
new file mode 100644
index 0000000..7479825
Binary files /dev/null and b/docs/img/articulated_leg.pdf differ