diff --git a/docs/release-notes/release-notes-5.6.0.rst b/docs/release-notes/release-notes-5.6.0.rst
index ed540d29..2a60a4df 100644
--- a/docs/release-notes/release-notes-5.6.0.rst
+++ b/docs/release-notes/release-notes-5.6.0.rst
@@ -10,7 +10,7 @@ New Features
 ^^^^^^^^^^^^
 
 - git: Added server-side support for partial and shallow cloning, so "--depth", "--filter" arguments are supported.
-- search: Added support for Elasticsearch 8 & 9, dropped Whoosh backend support.
+- search: Added support for Elasticsearch 8 & 9.
 - dev: PyCharm Debugger Integration: Added support for remote debugging with PyCharm.
 
 General
@@ -40,4 +40,5 @@ Upgrade notes
 
 - RhodeCode 5.6.0 is a planned feature release.
 - Whoosh search backend has been removed. Ensure your installation is configured to use Elasticsearch.
+- For detailed setup instructions, see `full-text search setup guide <https://docs.rhodecode.com/5.x/rcstack/usage/full-text-search-setup.html>`_.