app.py

import os
from openai import OpenAI
import gradio as gr

client = OpenAI(api_key=os.environ["Secret"])

def gpt3(texts):
    response = client.chat.completions.create(
        model="gpt-4",
        messages=[{"role": "user", "content": texts}],
        temperature=0,
        max_tokens=750,
        top_p=1,
        frequency_penalty=0.0,
        presence_penalty=0.0,
        stop=[";", "*/", "</code>"]
    )
    return response.choices[0].message.content

def greet(prompt):
    txt = f'''/*Prompt: {prompt}*/ \nSQL code:'''
    sql = gpt3(txt)
    return sql

e = gr.Interface(
    fn=greet, 
    inputs=["text"], 
    outputs="text",
    title="Natural Language to SQL Converter",
    description="Convert your natural language queries into SQL code."
)
e.launch()