import gradio as gr
from keybert import KeyBERT

def analyse(name):
    kw_model = KeyBERT()
    analisis = kw_model.extract_keywords(name, keyphrase_ngram_range=(1, 1), stop_words=None,use_mmr=True,diversity=0.5)
    return {analisis[i][0]: float(analisis[i][1]) for i in range(len(analisis))}

iface = gr.Interface(fn=analyse, inputs="text", outputs=gr.outputs.Label())
iface.launch(share=False)