import gradio as gr
import numpy as np
import pandas as pd

pd.options.plotting.backend = "plotly"


TITLE = "Diffusion Faces Cluster Explorer"
clusters_12 = json.load(open("clusters/professions_to_clusters_12.json"))
clusters_24 = json.load(open("clusters/professions_to_clusters_24.json"))
clusters_48 = json.load(open("clusters/professions_to_clusters_48.json"))

with gr.Blocks() as demo:
    gr.Markdown("# 🤗 Diffusion Cluster Explorer")
    gr.Markdown("description will go here")
    with gr.Tab("Exploring all professions together"):
        gr.Markdown("TODO")
        with gr.Row():
            gr.Markdown("Select your settings below:")
 
#        with gr.Row():
            
#        with gr.Accordion("Tag Frequencies", open=False):

    with gr.Tab("Tab 2"):
        gr.Markdown("TODO"
        )
         


demo.launch()