diff --git a/.travis.yml b/.travis.yml
index 3305dcd261..274f2d53a5 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,12 +1,17 @@
 language: python
 python:
-  - 2.7
   - 2.6
+  - 2.7
+  - 3.2
+  - 3.3
+  - 3.4
 before_install:
   - sudo apt-get update -qq
   - sudo apt-get install -qq python-dev gcc tesseract-ocr unpaper ghostscript libjpeg-dev libpng-dev poppler-utils
 install:
-  - "pip install -r requirements/testing.txt"
+  - "pip install -r requirements/testing.txt --use-mirrors"
+before_script:
+  - "manage.py initialsetup"
 script:
   - coverage run --source=document_indexing,documents,document_signatures,dynamic_search,lock_manager,folders,ocr,tags manage.py test document_indexing documents dynamic_search lock_manager document_signatures folders ocr tags
 after_success: