app.py

import gradio as gr
from transformers import pipeline

# Load pipeline for text2sql
pipe = pipeline("text2text-generation", model="mrm8488/t5-base-finetuned-wikiSQL")

def generate_sql(query):
    result = pipe(f"translate English to SQL: {query}")
    return result[0]['generated_text']

iface = gr.Interface(
    fn=generate_sql,
    inputs=gr.Textbox(lines=2, placeholder="Enter your natural language query..."),
    outputs="text",
    title="SQL Query Generator",
    description="Enter a natural language question and get a SQL query."
)

iface.launch()