diff --git a/README.md b/README.md
index ef1f326..0a6d0b2 100644
--- a/README.md
+++ b/README.md
@@ -36,6 +36,36 @@ pipenv install
 ```angular2html
 pipenv run python index.py
 ```
+#### Sample REST calls
+
+##### Predict
+###### Request
+```
+curl -d '{"signature_name" :"predict-iris",  "instances": [[1.0,2.0,5.0,0.3],[0.1,0.2,0.3,0.4]]}'  -X POST http://localhost:8501/v1/models/myiris:predict
+```
+
+###### Response
+```
+{
+    "predictions": [[0.257784516, 0.526633084, 0.215582326], [0.394048154, 0.392151684, 0.213800162]
+    ]
+}
+```
+
+##### Classify
+###### Request
+```
+curl -d '{"signature_name" :"serving_default", "examples": [{"x":[1.0,2.0,5.0,0.3]}] }' -X POST http://localhost:8501/v1/models/myiris:classify
+```
+
+###### Response
+```
+{
+    "results": [[["Iris-versicolor", 0.526633084], ["Iris-setosa", 0.257784516], ["Iris-virginica", 0.215582326]]
+    ]
+}
+```
+
 ### No Pipenv
 #### Don't want to use Pipenv because I am not awesome
 If you do not want to use **pipenv** then you must install these dependencies