diff --git a/examples/s3_comp_api.py b/examples/s3_comp_api.py
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+# Example: Simple S3 Upload and Download with RunPod
+# This script creates a simple image, uploads it to S3, and then downloads it back
+# using the RunPod API. It demonstrates how to use the remote function decorator
+# to run code on a remote GPU instance, and how to handle S3 Compatible API operations on Runpod with boto3.
+
+# Set up your AWS credentials as environment variables:
+# export AWS_ACCESS_KEY_ID=your_access_key_id
+# export AWS_SECRET_ACCESS_KEY=your_secret_access_key
+# replace RUNPOD_S3_ENDPOINT with your Runpod S3 endpoint if different,
+# e.g., https://s3api-eur-is-1.runpod.io/
+# replace <RUNPOD_VOLUME_ID> with your actual Runpod volume ID, e.g., p23s969vxz
+
+
+import asyncio
+import os
+from tetra_rp import remote, LiveServerless, GpuGroup, PodTemplate
+
+# Simple GPU config
+gpu_config = LiveServerless(
+    name="simple-s3-example",
+    gpus=[GpuGroup.AMPERE_24],
+    template=PodTemplate(
+        containerDiskInGb=30,
+        env=[
+            {"key": "AWS_ACCESS_KEY_ID", "value": os.getenv("AWS_ACCESS_KEY_ID", "")},
+            {
+                "key": "AWS_SECRET_ACCESS_KEY",
+                "value": os.getenv("AWS_SECRET_ACCESS_KEY", ""),
+            },
+        ],
+    ),
+    workersMax=1,
+)
+
+
+@remote(resource_config=gpu_config, dependencies=["boto3", "pillow"])
+def create_and_upload_image():
+    """Create a simple colored image and upload to S3"""
+    import boto3
+    import os
+    import io
+    from PIL import Image
+
+    print("Creating simple image...")
+
+    # Create a simple 512x512 blue image
+    image = Image.new("RGB", (512, 512), color="blue")
+
+    # Convert to bytes
+    img_buffer = io.BytesIO()
+    image.save(img_buffer, format="PNG")
+    img_bytes = img_buffer.getvalue()
+
+    print("Uploading to S3...")
+
+    # Upload to S3
+    s3_client = boto3.client(
+        "s3",
+        endpoint_url="https://s3api-eur-is-1.runpod.io/",
+        region_name="EUR-IS-1",
+        aws_access_key_id=os.getenv("AWS_ACCESS_KEY_ID"),
+        aws_secret_access_key=os.getenv("AWS_SECRET_ACCESS_KEY"),
+    )
+
+    s3_client.put_object(
+        Bucket="p23s969vxz",  # Change this to your volume ID
+        Key="example_image.png",
+        Body=img_bytes,
+        ContentType="image/png",
+    )
+
+    print("Upload complete!")
+    return "s3://p23s969vxz/example_image.png"
+
+
+def download_image_from_s3(s3_path: str, local_filename: str):
+    """Download image from S3 to local file"""
+    import boto3
+    import os
+
+    print(f"Downloading {s3_path} to {local_filename}...")
+
+    # Extract bucket and key from s3 path
+    # s3://bucket/key -> bucket, key
+    parts = s3_path.replace("s3://", "").split("/", 1)
+    bucket = parts[0]
+    key = parts[1]
+
+    # Create S3 client
+    s3_client = boto3.client(
+        "s3",
+        endpoint_url="https://s3api-eur-is-1.runpod.io/",
+        region_name="EUR-IS-1",
+        aws_access_key_id=os.getenv("AWS_ACCESS_KEY_ID"),
+        aws_secret_access_key=os.getenv("AWS_SECRET_ACCESS_KEY"),
+    )
+
+    try:
+        # Download the file
+        s3_client.download_file(bucket, key, local_filename)
+        print(f"Downloaded to {local_filename}")
+        return True
+    except Exception as e:
+        print(f"Download failed: {e}")
+        return False
+
+
+# Add this to your main function:
+async def main():
+    print("Simple S3 example")
+
+    # Check credentials
+    if not os.getenv("AWS_ACCESS_KEY_ID"):
+        print("Set AWS_ACCESS_KEY_ID environment variable")
+        return
+
+    if not os.getenv("AWS_SECRET_ACCESS_KEY"):
+        print("Set AWS_SECRET_ACCESS_KEY environment variable")
+        return
+
+    # Run the remote function
+    result = await create_and_upload_image()
+    print(f"Result: {result}")
+
+    # Download it locally
+    download_image_from_s3(result, "downloaded_example_image.png")
+    print("Complete workflow: Generate → Upload → Download!")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())