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# app.py | |
import gradio as gr | |
from transformers import pipeline | |
from transformers import AutoTokenizer, AutoModelForSequenceClassification | |
#Defining the classify function which takes text as input and returns the label of the sentiment | |
def classify(text): | |
# Initializing the pipeline for sentiment analysis | |
cls = pipeline('text-classification', model='RJuro/dk_emotion_bert_in_class') | |
# Predicting the sentiment label for the input text | |
return cls(text)[0]['label'] | |
#Creating the Gradio interface with input textbox and output text | |
gr.Interface(fn=classify, inputs=["textbox"], outputs="text").launch() |