import gradio as gr
from transformers import AutoModelForCausalLM, AutoTokenizer

model_name = "groq/Llama-3-Groq-70B-Tool-Use"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)

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

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