diff --git a/RELEASE_PROCESS.md b/RELEASE_PROCESS.md
index 8b68ccf2a3..11d2bb3427 100644
--- a/RELEASE_PROCESS.md
+++ b/RELEASE_PROCESS.md
@@ -158,6 +158,8 @@ spelled with complete minutiae.
    1. Edit `version/rawversion/version.go` and bump the `Version` value to the new
       release version.  If there were API changes, also bump `APIVersion` value.
       Make sure to also bump the version in the swagger.yaml `pkg/api/server/docs.go`
+      For major and minor versions also add the new branch name to
+      `docs/source/Reference.rst` to show the new swagger version on docs.podman.io.
    1. Commit this and sign the commit (`git commit -a -s -S`). The commit message
       should be `Bump to vX.Y.Z` (using the actual version numbers).
    1. Push this single change to your GitHub fork, and make a new PR,
diff --git a/docs/source/Reference.rst b/docs/source/Reference.rst
index bc86f4084c..451ac203dd 100644
--- a/docs/source/Reference.rst
+++ b/docs/source/Reference.rst
@@ -7,6 +7,8 @@ Show the API documentation for version:
 
 * `latest (main branch) <_static/api.html>`_
 
+* `version 4.6 <_static/api.html?version=v4.6>`_
+
 * `version 4.5 <_static/api.html?version=v4.5>`_
 
 * `version 4.4 <_static/api.html?version=v4.4>`_