app.py

import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer

model_name = "defog/sqlcoder-7b-2"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)

def generate_sql(natural_language_query):
    # Define your SQL generation logic here
    return sql_query

iface = gr.Interface(fn=generate_sql, inputs="text", outputs="text")
iface.launch()