Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
|
| 3 |
+
|
| 4 |
+
# Load pretrained model (replace with a fine-tuned UI generator if available)
|
| 5 |
+
tokenizer = AutoTokenizer.from_pretrained("Salesforce/codet5-small")
|
| 6 |
+
model = AutoModelForSeq2SeqLM.from_pretrained("Salesforce/codet5-small")
|
| 7 |
+
|
| 8 |
+
# Function to convert text to UI code
|
| 9 |
+
def text_to_ui(description):
|
| 10 |
+
inputs = tokenizer(description, return_tensors="pt")
|
| 11 |
+
outputs = model.generate(**inputs, max_length=256)
|
| 12 |
+
ui_code = tokenizer.decode(outputs[0], skip_special_tokens=True)
|
| 13 |
+
|
| 14 |
+
# Wrap in HTML body if not already
|
| 15 |
+
if "<html>" not in ui_code.lower():
|
| 16 |
+
ui_code = f"""
|
| 17 |
+
<html>
|
| 18 |
+
<head>
|
| 19 |
+
<style>
|
| 20 |
+
body {{ font-family: Arial, sans-serif; padding: 20px; }}
|
| 21 |
+
input, button {{ padding: 10px; margin: 5px; }}
|
| 22 |
+
</style>
|
| 23 |
+
</head>
|
| 24 |
+
<body>
|
| 25 |
+
{ui_code}
|
| 26 |
+
</body>
|
| 27 |
+
</html>
|
| 28 |
+
"""
|
| 29 |
+
return ui_code, ui_code # return for both code display and HTML preview
|
| 30 |
+
|
| 31 |
+
# Gradio interface
|
| 32 |
+
iface = gr.Interface(
|
| 33 |
+
fn=text_to_ui,
|
| 34 |
+
inputs=gr.Textbox(lines=3, placeholder="Describe the UI you want..."),
|
| 35 |
+
outputs=[
|
| 36 |
+
gr.Code(label="Generated UI Code", language="html"),
|
| 37 |
+
gr.HTML(label="Preview")
|
| 38 |
+
],
|
| 39 |
+
title="Text-to-UI Generator",
|
| 40 |
+
description="Enter a text description and generate HTML/CSS UI code with live preview."
|
| 41 |
+
)
|
| 42 |
+
|
| 43 |
+
# Launch the interface
|
| 44 |
+
iface.launch()
|