diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 0000000..5ee2892
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,20 @@
+environment:
+
+  matrix:
+    - PYTHON: "C:\\Python27"
+    - PYTHON: "C:\\Python34"
+    - PYTHON: "C:\\Python35"
+
+init:
+  - set PATH=%PYTHON%\Scripts;%PATH%
+
+install:
+  - "%PYTHON%\\python.exe -m pip install tox"
+
+build: off
+
+test_script:
+  - tox
+
+artifacts:
+  - path: dist\*
diff --git a/tests/modules/compare_configs/data/base_rules_win.yml b/tests/modules/compare_configs/data/base_rules_win.yml
new file mode 100644
index 0000000..04e9f1a
--- /dev/null
+++ b/tests/modules/compare_configs/data/base_rules_win.yml
@@ -0,0 +1,12 @@
+configs: 'tests\modules\compare_configs\data\configs\basic'
+
+rules:
+# Match SNMP Server
+ - match:
+    description: Match SNMP settings, ignore location
+    string: '^snmp-server'
+    exclude: '^snmp-server location'
+
+ - between:
+    start: '^ip access-list extended ACCESS-IN'
+    until_not: '^ '
diff --git a/tests/modules/compare_configs/test_compare_configs.py b/tests/modules/compare_configs/test_compare_configs.py
index 41671b2..d6ed2d1 100644
--- a/tests/modules/compare_configs/test_compare_configs.py
+++ b/tests/modules/compare_configs/test_compare_configs.py
@@ -1,11 +1,16 @@
 """Tests for compare module."""
 import pytest
+import os
 from nelkit.exceptions import NelkitException
 from nelkit.modules.compare_configs.settings import CompareConfigs
+s = os.sep
 
 
 BASE_DIR = 'tests/modules/compare_configs/data/'
-BASE_RULES = 'tests/modules/compare_configs/data/base_rules.yml'
+if s == '/':
+    BASE_RULES = 'tests/modules/compare_configs/data/base_rules.yml'
+else:
+    BASE_RULES = 'tests/modules/compare_configs/data/base_rules_win.yml'
 
 
 def test_base_function():
@@ -36,4 +41,5 @@ def test_invalid_config_between_missing_start():
 def test_basic_diff():
     """Basic basic diff of the compare module, and check that no exceptions are raised."""
     run = CompareConfigs(settings_file=BASE_RULES)
-    assert basic_diff == run._diff['tests/modules/compare_configs/data/configs/basic/file_b.ios'][2]
+    assert basic_diff == run._diff['tests%smodules%scompare_configs%sdata%sconfigs%sbasic%sfile_b.ios' % (
+        s, s, s, s, s, s)][2]
diff --git a/tests/parsing/yaml/test_parsing_yaml.py b/tests/parsing/yaml/test_parsing_yaml.py
index bc2c4f6..20d39fa 100644
--- a/tests/parsing/yaml/test_parsing_yaml.py
+++ b/tests/parsing/yaml/test_parsing_yaml.py
@@ -1,24 +1,28 @@
 """Tests to validate yaml features."""
 from nelkit.exceptions import FileNotFound, ParsingError
 from nelkit.parsing.yaml.loader import YamlLoader
+import os
 import pytest
+s = os.sep
 
 
 def test_YamlLoader():
     """Test to see that the YamlLoader returns a dict."""
-    yl = YamlLoader(filename='tests/parsing/yaml/data/base.yml')
+    yl = YamlLoader(filename='tests%sparsing%syaml%sdata%sbase.yml' % (s, s, s, s))
     assert isinstance(yl.data, dict)
 
 
 def test_load_missing_file():
     """Test to verify that an exception is raised when trying to load a non-existing file."""
     with pytest.raises(FileNotFound) as excinfo:
-        YamlLoader(filename='tests/parsing/yaml/data/file_that_does_not_exist.yml')
-    assert 'Unable to read: tests/parsing/yaml/data/file_that_does_not_exist.yml' == str(excinfo.value)
+        YamlLoader(filename='tests%sparsing%syaml%sdata%sfile_that_does_not_exist.yml' % (s, s, s, s))
+    assert 'Unable to read: tests%sparsing%syaml%sdata%sfile_that_does_not_exist.yml' % (
+        s, s, s, s) == str(excinfo.value)
 
 
 def test_load_invalid_file():
     """Test to verify that an exception is raised when the yaml file is invalid."""
     with pytest.raises(ParsingError) as excinfo:
-        YamlLoader(filename='tests/parsing/yaml/data/invalid_yaml.yml')
-    assert 'tests/parsing/yaml/data/invalid_yaml.yml is not a valid yaml file' == str(excinfo.value)
+        YamlLoader(filename='tests%sparsing%syaml%sdata%sinvalid_yaml.yml' % (s, s, s, s))
+    assert 'tests%sparsing%syaml%sdata%sinvalid_yaml.yml is not a valid yaml file' % (
+        s, s, s, s) == str(excinfo.value)