From a8005d3ebf5222f360cfc2e2ae9f2c64a778ac31 Mon Sep 17 00:00:00 2001
From: Zeke Sikelianos <zeke@sikelianos.com>
Date: Mon, 30 Jan 2023 10:57:40 -0800
Subject: [PATCH] document loading an output file from a URL

Signed-off-by: Zeke Sikelianos <zeke@sikelianos.com>
---
 README.md | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/README.md b/README.md
index 88b15a85..2943a532 100644
--- a/README.md
+++ b/README.md
@@ -111,6 +111,19 @@ You can list all the predictions you've run:
 [<Prediction: 8b0ba5ab4d85>, <Prediction: 494900564e8c>]
 ```
 
+Output files are returned as HTTPS URLs. You can load an output file as a buffer:
+
+```python
+import replicate
+from urllib.request import urlretrieve
+
+model = replicate.models.get("stability-ai/stable-diffusion")
+version = model.versions.get("27b93a2413e7f36cd83da926f3656280b2931564ff050bf9575f1fdf9bcd7478")
+out = version.predict(prompt="wavy colorful abstract patterns, cgsociety"
+urlretrieve(out[0], "/tmp/out.png")
+background = Image.open("/tmp/out.png")
+```
+
 ## Install
 
 ```sh