Create app.py

app.py

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+import torch
+import gradio as gr
+from diffusers import StableDiffusionPipeline
+
+# Load the Stable Diffusion model
+model_id = "stabilityai/stable-diffusion-3-medium-diffusers"
+pipeline = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
+pipeline.to("cuda")  # Use GPU if available
+
+def generate_image(prompt):
+    """Generates an image based on user input text."""
+    image = pipeline(prompt).images[0]
+    return image
+
+# Create a Gradio interface
+demo = gr.Interface(
+    fn=generate_image,
+    inputs=gr.Textbox(placeholder="Enter a prompt for image generation..."),
+    outputs=gr.Image(type="pil"),
+    title="AI Image Chatbot",
+    description="Enter a text prompt, and the AI will generate an image based on it."
+)
+
+# Launch the application
+demo.launch()