diff --git a/doc/developers/contributing.rst b/doc/developers/contributing.rst
index 96e0672eb10ea..d60e559ea2e50 100644
--- a/doc/developers/contributing.rst
+++ b/doc/developers/contributing.rst
@@ -750,7 +750,7 @@ To build the PDF manual, run:
    versions of Sphinx as possible, the different versions tend to
    behave slightly differently. To get the best results, you should
    use the same version as the one we used on CircleCI. Look at this
-   `GitHub search <https://github.com/search?q=repo%3Ascikit-learn%2Fscikit-learn+path%3Abuild_tools%2Fcircle%2F*.yml+sphinx&type=code>`_
+   `GitHub search <https://github.com/search?q=repo%3Ascikit-learn%2Fscikit-learn+sphinx+path%3Abuild_tools%2Fcircle%2Fdoc_environment.yml&type=code>`_
    to know the exact version.
 
 Guidelines for writing documentation