Create app.py

app.py

@@ -0,0 +1,26 @@
+import os
+import gradio as gr
+import requests
+from PIL import Image
+import io
+
+API_URL = "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0"
+api_key = os.getenv("API_KEY")
+
+def query(payload):
+    headers = {"Authorization": f"Bearer {api_key}"}
+    response = requests.post(API_URL, headers=headers, json=payload)
+    return response.content
+
+def image_generation(prompt):
+    input_prompt = {
+        "inputs": prompt,
+    }
+    image_bytes = query(input_prompt)
+    image = Image.open(io.BytesIO(image_bytes))
+    return image
+
+title = "Stable Fiddusion XL"
+description = "This app generates an image based on the provided prompt using the Stable Diffusion XL model."
+
+gr.Interface(fn=image_generation, inputs="text", outputs="image", title=title, description=description).launch()