diff --git a/.gitignore b/.gitignore
index 4a84f20..d71bc86 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,3 +8,4 @@ tessdata/
 coverage_html_report/
 .coverage
 coverage.xml
+.vscode
\ No newline at end of file
diff --git a/setup.py b/setup.py
index fde472f..fd9d91f 100644
--- a/setup.py
+++ b/setup.py
@@ -15,7 +15,7 @@
 
 
 install_requires = [
-    "wagtail>=2,<2.6",
+    "wagtail>=2,<2.13",
     "textract",
 ]
 
@@ -55,6 +55,8 @@
         'Framework :: Django :: 2.0',
         'Framework :: Django :: 2.1',
         'Framework :: Django :: 2.2',
+        'Framework :: Django :: 3.0',
+        'Framework :: Django :: 3.1',
         'Framework :: Wagtail',
         'Framework :: Wagtail :: 2',
         'Topic :: Internet :: WWW/HTTP :: Site Management',
diff --git a/src/wagtail_textract/management/commands/transcribe_documents.py b/src/wagtail_textract/management/commands/transcribe_documents.py
index 7e836ec..cee4785 100644
--- a/src/wagtail_textract/management/commands/transcribe_documents.py
+++ b/src/wagtail_textract/management/commands/transcribe_documents.py
@@ -1,6 +1,9 @@
 from django.core.management.base import BaseCommand
 
-from wagtail.documents.models import get_document_model
+try:
+    from wagtail.documents.models import get_document_model
+except ImportError:
+    from wagtail.documents import get_document_model
 
 from wagtail_textract.handlers import async_transcribe_document
 
diff --git a/src/wagtail_textract/settings.py b/src/wagtail_textract/settings.py
index 4cef3a8..711543c 100644
--- a/src/wagtail_textract/settings.py
+++ b/src/wagtail_textract/settings.py
@@ -1,4 +1,4 @@
 from wagtail.tests.settings import *
 
 WAGTAILDOCS_DOCUMENT_MODEL = 'wagtail_textract.document'
-INSTALLED_APPS = INSTALLED_APPS + ('wagtail_textract',)
+INSTALLED_APPS += ('wagtail_textract',)
diff --git a/src/wagtail_textract/tests/settings.py b/src/wagtail_textract/tests/settings.py
index ede12a5..7e3b1a4 100644
--- a/src/wagtail_textract/tests/settings.py
+++ b/src/wagtail_textract/tests/settings.py
@@ -2,4 +2,7 @@
 
 MEDIA_ROOT = '.'
 WAGTAILDOCS_DOCUMENT_MODEL = 'wagtail_textract.document'
-INSTALLED_APPS = INSTALLED_APPS + ('wagtail_textract',)
+if type(INSTALLED_APPS) is list:
+    INSTALLED_APPS = INSTALLED_APPS + ['wagtail_textract',]
+else:
+    INSTALLED_APPS = INSTALLED_APPS + ('wagtail_textract',)
diff --git a/src/wagtail_textract/tests/test_document_class.py b/src/wagtail_textract/tests/test_document_class.py
index 30df6cf..2f68d70 100644
--- a/src/wagtail_textract/tests/test_document_class.py
+++ b/src/wagtail_textract/tests/test_document_class.py
@@ -1,4 +1,7 @@
-from wagtail.documents.models import get_document_model
+try:
+    from wagtail.documents.models import get_document_model # wagtail < 2.8
+except ImportError:
+    from wagtail.documents import get_document_model # wagtail >= 2.8
 
 
 def test_document_class():
diff --git a/src/wagtail_textract/tests/test_management_command.py b/src/wagtail_textract/tests/test_management_command.py
index 2b7cfda..19cbf6f 100644
--- a/src/wagtail_textract/tests/test_management_command.py
+++ b/src/wagtail_textract/tests/test_management_command.py
@@ -3,7 +3,10 @@
 
 from django.core.files import File
 from django.core.management import call_command
-from wagtail.documents.models import get_document_model
+try:
+    from wagtail.documents.models import get_document_model # wagtail < 2.8
+except ImportError:
+    from wagtail.documents import get_document_model # wagtail >= 2.8
 
 Document = get_document_model()
 
diff --git a/tox.ini b/tox.ini
index 25c0cf4..1c9b444 100644
--- a/tox.ini
+++ b/tox.ini
@@ -4,6 +4,12 @@ envlist =
     py{35,36}-dj{21}-wt{23}
     py{35,36,37}-dj{21}-wt{24}
     py{35,36,37}-dj{22}-wt{25}
+    py{35,36,37}-dj{22}-wt{26}
+    py{35,36,37}-dj{22}-wt{27}
+    py{35,36,37}-dj{22}-wt{28}
+    py{35,36,37}-dj{22}-wt{29}
+    py{36,37}-dj{22}-wt{210}
+    py{36,37}-dj{22}-wt{211}
 
 [testenv]
 basepython =
@@ -26,6 +32,12 @@ deps =
     wt23: wagtail>=2.3,<2.4
     wt24: wagtail>=2.4,<2.5
     wt25: wagtail>=2.5,<2.6
+    wt26: wagtail>=2.6,<2.7
+    wt27: wagtail>=2.7,<2.8
+    wt28: wagtail>=2.8,<2.9
+    wt29: wagtail>=2.9,<2.10
+    wt210: wagtail>=2.10,<2.11
+    wt211: wagtail>=2.11,<2.12
 
 whitelist_externals =
     make
diff --git a/travis-textract-requirements/python-dev.txt b/travis-textract-requirements/python-dev.txt
index bd820cd..b5b09b4 100644
--- a/travis-textract-requirements/python-dev.txt
+++ b/travis-textract-requirements/python-dev.txt
@@ -13,4 +13,4 @@ requests==2.18.1
 nose==1.3.7
 
 # needed for managing versions
-bumpversion==0.5.3
+bumpversion==0.5.3
\ No newline at end of file
diff --git a/travis-textract-requirements/python.txt b/travis-textract-requirements/python.txt
index 98fb9b0..827a34d 100644
--- a/travis-textract-requirements/python.txt
+++ b/travis-textract-requirements/python.txt
@@ -1,16 +1,18 @@
 # This file contains all python dependencies that are required by the textract
 # package in order for it to properly work.
 
-argcomplete==1.8.2
+argcomplete==1.10.0
 chardet==3.0.4
-python-pptx==0.6.12
+python-pptx==0.6.18
+pdfminer.six==20181108
 #pdfminer.six <-- go back to this after the shebang fix is released (see https://github.com/goulu/pdfminer/issues/27)
-https://github.com/goulu/pdfminer/zipball/e6ad15af79a26c31f4e384d8427b375c93b03533#egg=pdfminer.six
-docx2txt==0.6
-beautifulsoup4==4.6.0
-xlrd==1.0.0
-EbookLib==0.16
-SpeechRecognition==3.7.1
+#https://github.com/goulu/pdfminer/zipball/e6ad15af79a26c31f4e384d8427b375c93b03533#egg=pdfminer.six
+docx2txt==0.8
+beautifulsoup4==4.8.2
+xlrd==1.2.0
+EbookLib==0.17.1
+SpeechRecognition==3.8.1
 https://github.com/mattgwwalker/msg-extractor/zipball/master
-six==1.10.0
-pocketsphinx==0.1.3
+six==1.12.0
+extract-msg==0.23.1
+tzlocal==1.5.1
\ No newline at end of file