diff --git a/CHANGELOG.md b/CHANGELOG.md
index 58af7589..8a4c486e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,14 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.html).
 
 <!-- insertion marker -->
+## [0.4.1](https://github.com/mkdocstrings/python/releases/tag/0.4.1) - 2022-02-01
+
+<small>[Compare with 0.4.0](https://github.com/mkdocstrings/python/compare/0.4.0...0.4.1)</small>
+
+### Bug Fixes
+- Fix docstring admonitions rendering ([a24ae2e](https://github.com/mkdocstrings/python/commit/a24ae2e95f4c0451a44037120451cf06c973ba65) by Timothée Mazzucotelli).
+
+
 ## [0.4.0](https://github.com/mkdocstrings/python/releases/tag/0.4.0) - 2022-02-01
 
 <small>[Compare with 0.3.0](https://github.com/mkdocstrings/python/compare/0.3.0...0.4.0)</small>
diff --git a/src/mkdocstrings_handlers/python/templates/material/_base/docstring.html b/src/mkdocstrings_handlers/python/templates/material/_base/docstring.html
index 410e210b..f8071bd7 100644
--- a/src/mkdocstrings_handlers/python/templates/material/_base/docstring.html
+++ b/src/mkdocstrings_handlers/python/templates/material/_base/docstring.html
@@ -22,10 +22,7 @@
     {% elif section.kind.value == "examples" %}
       {% include "docstring/examples.html" with context %}
     {% elif section.kind.value == "admonition" %}
-      <details class="{{ section.value.kind }}">
-        {{ section.title|convert_markdown(heading_level, html_id) }}
-        {{ section.value.contents|convert_markdown(heading_level, html_id) }}
-      </details>
+      {% include "docstring/admonition.html" with context %}
     {% endif %}
   {% endfor %}
 {% endif %}
diff --git a/src/mkdocstrings_handlers/python/templates/material/docstring/admonition.html b/src/mkdocstrings_handlers/python/templates/material/docstring/admonition.html
new file mode 100644
index 00000000..da2e9546
--- /dev/null
+++ b/src/mkdocstrings_handlers/python/templates/material/docstring/admonition.html
@@ -0,0 +1 @@
+{% extends "_base/docstring/admonition.html" %}