diff --git a/examples/aistore/README.md b/examples/aistore/README.md
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+## Run Hub on AIStore
+
+Start a production-ready standalone docker of aistore. More information can be found [here](https://nvidia.github.io/aistore/deploy/prod/docker/single).
+```sh
+docker run \
+    -p 51080:51080 \
+    -v $(mktemp -d):/ais/disk0 \
+    aistore/cluster-minimal:latest
+```
+
+Run the script
+```
+python3 examples/aistore/simple.py
+```
\ No newline at end of file
diff --git a/examples/aistore/simple.py b/examples/aistore/simple.py
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+import hub
+import numpy as np
+
+creds = {'endpoint_url': 'http://localhost:51080/s3'}
+
+
+def create_dataset(path: str):
+    """ Create hub dataset and upload random data """
+
+    ds = hub.empty(path, creds=creds, overwrite=True)
+    with ds:
+        ds.create_tensor("tensor")
+        for i in range(10):
+            ds.tensor.append(np.random.random((512, 512)))
+
+
+def loop(path: str):
+    """ Load the dataset and stream to pytorch"""
+    ds = hub.load(path, creds)
+    dataloader = ds.pytorch()
+
+    for (x,) in dataloader:
+        print(x)
+
+
+if __name__ == "__main__":
+    path = 's3://ubuntu/dataset'
+
+    create_dataset(path)
+    loop(path)