import gradio as gr
from transformers import pipeline

chat = pipeline("text-generation", model="microsoft/phi-2")


def chat_with_model(prompt):
    response = chat(prompt, max_length=50)
    return response[0]['generated_text']

# Create the Gradio interface
iface = gr.Interface(
    fn=chat_with_model,
    inputs=gr.inputs.Textbox(lines=2, placeholder="Type your message here..."),
    outputs="text",
    title="Chat with LLM",
    description="Type a message and chat with a language model."
)

if __name__ == "__main__":
    iface.launch()