diff --git a/Dockerfile b/Dockerfile
index 82919311..38e80090 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -475,6 +475,7 @@ RUN pip install flashtext && \
     # b/149905611 The geopandas tests are broken with the version 0.7.0
     pip install geopandas==0.6.3 && \
     pip install nnabla && \
+    conda install -c potassco clingo -y && \
     /tmp/clean-layer.sh
 
 # Tesseract and some associated utility packages
diff --git a/tests/test_clingo.py b/tests/test_clingo.py
new file mode 100644
index 00000000..c80728bb
--- /dev/null
+++ b/tests/test_clingo.py
@@ -0,0 +1,20 @@
+import unittest
+
+from clingo import Control
+
+class TestClingo(unittest.TestCase):
+    def test_solve(self):
+        cc = Control()
+
+        cc.add('base', [], '''
+        a(X) :- not b(X), d(X).
+        b(X) :- not a(X), d(X).''')
+        cc.add('base', [], "d(1;2;3).")
+        cc.ground([("base",[])])
+
+        out = {}
+        def onmodel(m):
+            out['out'] = str(m)
+        cc.solve(on_model = onmodel)
+
+        self.assertEqual('d(1) d(2) d(3) b(1) b(2) b(3)', out['out'])