app.py

#!/usr/bin/env python

import gradio as gr
import numpy as np
import pandas as pd
import plotly.express as px

np.random.seed(0)

df = pd.DataFrame({"x": np.arange(100), "y": np.random.normal(size=100).cumsum()})
fig = px.line(df, x="x", y="y")

with gr.Blocks() as demo:
    with gr.Tabs():
        with gr.Tab(label="a"):
            gr.Plot(value=fig)
        with gr.Tab(label="b"):
            gr.Plot(value=fig)

if __name__ == "__main__":
    demo.queue().launch()