diff --git a/roles/kolibri/tasks/main.yml b/roles/kolibri/tasks/main.yml
index 77e40cf64..0ab7a5775 100644
--- a/roles/kolibri/tasks/main.yml
+++ b/roles/kolibri/tasks/main.yml
@@ -27,7 +27,16 @@
     virtualenv_site_packages: no
     state: latest
     extra_args: --no-cache-dir
-  when: internet_available | bool
+  when: internet_available and not (kolibri_version is defined)
+
+- name: Install kolibri {{ kolibri_version }} using pip
+  pip:
+    name: kolibri
+    virtualenv: "{{ kolibri_venv_path }}"
+    virtualenv_site_packages: no
+    version: "{{ kolibri_version }}"
+    extra_args: --no-cache-dir
+  when: internet_available and kolibri_version is defined
 
 - name: Run Kolibri migrations
   shell: export KOLIBRI_HOME="{{ kolibri_home }}" && "{{ kolibri_exec_path }}" manage migrate