import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer

model_name = "defog/sqlcoder-70b-alpha"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)

def generate_sql(query):
    inputs = tokenizer(query, return_tensors="pt")
    outputs = model.generate(**inputs)
    return tokenizer.decode(outputs[0], skip_special_tokens=True)

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