app.py

import gradio as gr
from AinaTheme import AinaGradioTheme
from transformers import pipeline

# gr.load("projecte-aina/multiner_ceil",src="models",aggregation_strategy="first", **AinaGradioTheme().get_kwargs()).launch()


import gradio as gr

ner_pipeline = pipeline("token-classification", model="projecte-aina/multiner_ceil")

# examples = [
#     "Does Chicago have any stores and does Joe live here?",
# ]

def ner(text):
    output = ner_pipeline(text)
    return {"text": text, "entities": output}    

demo = gr.Interface(ner,
             gr.Textbox(placeholder="Enter sentence here..."), 
             gr.HighlightedText(), **AinaGradioTheme().get_kwargs())

demo.launch()