import gradio as gr
import torch
from diffusers import StableDiffusionPipeline

model_id = "runwayml/stable-diffusion-v1-5"

pipe = StableDiffusionPipeline.from_pretrained(
    model_id,
    torch_dtype=torch.float32
)
pipe = pipe.to("cpu")

def generate_image(prompt):
    image = pipe(prompt).images[0]
    return image

interface = gr.Interface(
    fn=generate_image,
    inputs=gr.Textbox(label="Enter text prompt"),
    outputs=gr.Image(label="Generated Image"),
    title="Text to Image Generator",
    description="Generate images from text using Stable Diffusion"
)

interface.launch()