diff --git a/getlasso3.sh b/getlasso3.sh
new file mode 100755
index 0000000..9266a72
--- /dev/null
+++ b/getlasso3.sh
@@ -0,0 +1,22 @@
+#!/bin/sh
+
+# Get venv site-packages path
+DSTDIR=`python3 -c 'from distutils.sysconfig import get_python_lib; print(get_python_lib())'`
+
+# Get not venv site-packages path
+# Remove first path (assuming that is the venv path)
+NONPATH=`echo $PATH | sed 's/^[^:]*://'`
+SRCDIR=`PATH=$NONPATH python3 -c 'from distutils.sysconfig import get_python_lib; print(get_python_lib())'`
+
+# Clean up
+rm -f $DSTDIR/lasso.*
+rm -f $DSTDIR/_lasso.*
+
+# Link
+ln -sv /usr/lib/python3/dist-packages/lasso.py $DSTDIR/
+for SOFILE in /usr/lib/python3/dist-packages/_lasso.cpython-*.so
+do
+  ln -sv $SOFILE $DSTDIR/
+done
+
+exit 0
diff --git a/setup.py b/setup.py
index 65fd64e..ba7eb18 100755
--- a/setup.py
+++ b/setup.py
@@ -102,7 +102,6 @@ setup(name='docbow',
           'six<1.11.0',
           'typing', # For M2Crypto.util
           'django-debug-toolbar<0.9.0',
-          'BeautifulSoup<3.3.0',
           'gunicorn',
           'django_journal>=2.0.0',
           'django-picklefield',
diff --git a/tox.ini b/tox.ini
index bdaf6a1..483ff73 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,9 +1,8 @@
 [tox]
 toxworkdir = {env:TMPDIR:/tmp}/tox-{env:USER}/docbow/{env:BRANCH_NAME:}
-envlist = py2-django111-{pw,pfwb}-coverage,py2-django111-mellon-coverage,py2-django11120, py2-django111-pfwbmellon-coverage
+envlist = {py2,py3}-django111-{pw,pfwb}-coverage,{py2,py3}-django111-mellon-coverage,{py2,py3}-django11120, {py2,py3}-django111-pfwbmellon-coverage
 
 [testenv]
-basepython = python2
 usedevelop = True
 deps =
   M2Crypto
@@ -23,6 +22,8 @@ deps =
   pytz
   django111-mellon: django-mellon
   pfwbmellon: django-mellon
+  py2: BeautifulSoup<3.3.0
+  py3: beautifulsoup4
 setenv =
   SECRET_KEY=changeme
   pw: CUSTOMIZATION=pw
@@ -35,7 +36,8 @@ setenv =
   coverage: COVERAGE=--cov-append --cov-report xml --cov-report html --cov=docbow_project/
   BRANCH_NAME={env:BRANCH_NAME:}
 commands =
-  ./getlasso.sh
+  py2: ./getlasso.sh
+  py3: ./getlasso3.sh
   pw: py.test {posargs: {env:COVERAGE:} --junitxml=junit-{envname}.xml tests/main/ tests/pw/}
   pfwb: py.test {posargs: {env:COVERAGE:} --junitxml=junit-{envname}.xml tests/main/ tests/pfwb/}
   mellon: py.test {posargs: {env:COVERAGE:} --junitxml=junit-{envname}.xml tests/sso/}