app.py

import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer

model_name = "premai-io/prem-1B-SQL"
tokenizer = AutoTokenizer.from_pretrained("premai-io/prem-1B-SQL")
model = AutoModelForCausalLM.from_pretrained("premai-io/prem-1B-SQL")

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()