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app.py

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+from transformers import pipeline
+import gradio as grad
+zero_shot_classifier = pipeline("zero-shot-classification")
+
+
+def classify(text,labels):
+    classifer_labels = labels.split(",")
+    #["software", "politics", "love", "movies", "emergency", "advertisment","sports"]
+    response = zero_shot_classifier(text,classifer_labels)
+    return response
+txt=grad.Textbox(lines=1, label="English", placeholder="text to be classified")
+labels=grad.Textbox(lines=1, label="Labels", placeholder="comma separated labels")
+out=grad.Textbox(lines=1, label="Classification")
+grad.Interface(classify, inputs=[txt,labels], outputs=out).launch()

requirements.txt

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+gradio
+transformers
+torch
+transformers[sentencepiece]