import gradio as gr
import pandas as pd
from sklearn.linear_model import LinearRegression

lr = LinearRegression()


def greet(text, file):
    df = pd.read_csv(file)
    model = lr.fit(df)
    return model.predict(text)


iface = gr.Interface(fn=greet, inputs=["text", "file"], outputs="text")
iface.launch()