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']

demo = gr.ChatInterface(fn=chat_with_model, title="Echo Bot")
demo.launch()