diff --git a/doc/community/vs.md b/doc/community/vs.md
index 808774a4d..29c6d31d2 100644
--- a/doc/community/vs.md
+++ b/doc/community/vs.md
@@ -7,4 +7,4 @@ JupySQL is an actively maintained fork of [ipython-sql](https://github.com/cathe
 If you're migrating from `ipython-sql` to JupySQL, these are the differences (it most cases, no code changes are needed):
 
 - Since `0.6` JupySQL no longer supports old versions of IPython
-- Variable expansion is being replaced from `{variable}`, `${variable}` to `{{variable}}`
\ No newline at end of file
+- Variable expansion is being replaced from `{variable}`, `${variable}` to `{{variable}}`, [see more](https://jupysql.ploomber.io/en/latest/user-guide/template.html)
\ No newline at end of file