import gradio as gr
from bertopic import BERTopic

model = BERTopic.load("AlexanderHolmes0/C1-Topic-Model-100")
model2 = BERTopic.load("AlexanderHolmes0/C2-Topic-Model-100")

with gr.Blocks() as demo:
   with gr.Tab("C1 Topic Model"):
        gr.load("models/AlexanderHolmes0/C1-Topic-Model-100")
        with gr.Row():
            gr.Plot(model.visualize_topics(width=650),min_width=650)
            gr.Plot(model.visualize_hierarchy(width=650,height=650),min_width=650)
   with gr.Tab("C2 Topic Model"): 
            gr.load("models/AlexanderHolmes0/C2-Topic-Model-100",alias = "C2 Topic Model")
            with gr.Row():
                gr.Plot(model2.visualize_topics(width=650),min_width=650)
                gr.Plot(model2.visualize_hierarchy(width=650,height=650),min_width=650)

demo.launch()