diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4e714fe..04ab3ff 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,4 +1,9 @@
 # Jobs to build the two channels in Socializer.
+variables:
+  PYTHON3: "C:\\python37\\python.exe"
+  PYINSTALLER: "C:\\python37\\scripts\\pyinstaller.exe"
+  PYTHON2: "C:\\python27\\python.exe"
+
 alpha:
   type: deploy
   tags:
@@ -26,6 +31,35 @@ alpha:
     name: socializer
     expire_in: 1 week
 
+alpha_python3:
+  type: deploy
+  tags:
+    - windows10
+  before_script:
+    - '%PYTHON3% -v'
+    - '%PYTHON3% -m pip install --upgrade pip pyenchant'
+    - '%PYTHON3% -m pip install --upgrade -r requirements.txt'
+  script:
+    - copy changelog.md doc\changelog.md
+    - cd doc
+    - '%PYTHON2% documentation_importer.py'
+    - cd ..\src
+    - '%PYTHON2% ..\doc\generator.py'
+    - '%PYTHON3% write_version_data.py'
+    - '%PYINSTALLER% main.spec'
+    - cd ..
+    - cd scripts
+    - '%PYTHON3% prepare_zipversion.py'
+    - cd ..
+    - move src\socializer.zip socializer.zip
+  only:
+    - master
+  artifacts:
+    paths:
+    - socializer_py3.zip
+    name: socializer
+    expire_in: 1 hour
+
 stable:
   type: deploy
   tags:
diff --git a/scripts/prepare_zipversion.py b/scripts/prepare_zipversion.py
index 7d09633..7abed3f 100644
--- a/scripts/prepare_zipversion.py
+++ b/scripts/prepare_zipversion.py
@@ -1,13 +1,18 @@
 #! /usr/bin/env python# -*- coding: iso-8859-1 -*-
 import  shutil
 import os
+import sys
 
 def create_archive():
 	os.chdir("..\\src")
-	print "Creating zip archive..."
-	shutil.make_archive("socializer", "zip", "dist")
-	if os.path.exists("dist"):
-		shutil.rmtree("dist")
+	print("Creating zip archive...")
+	if sys.version[0] == "3":
+		folder = "dist/main"
+	else:
+		folder = "dist"
+	shutil.make_archive("socializer", "zip", folder)
+#	if os.path.exists("dist"):
+#		shutil.rmtree("dist")
 	if os.path.exists("build"):
 		shutil.rmtree("build")
 	os.chdir("..\\scripts")