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app.py

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+import gradio as gr
+from parrot import Parrot
+import torch
+import warnings
+warnings.filterwarnings("ignore")
+
+parrot = Parrot(model_tag="prithivida/parrot_paraphraser_on_T5", use_gpu=False)
+
+def paraphrase_text(input_text):
+  para_phrases = parrot.augment(input_phrase=input_text, 
+                               max_return_phrases = 3)
+  return para_phrases[0][0], para_phrases[1][0] if len(para_phrases) > 1 else '' , para_phrases[2][0] if len(para_phrases) > 2 else ''
+
+examples = [["Uploading a video to YouTube can help exposure for your business.", "45"], ["Niagara Falls is viewed by thousands of tourists every year.", "30"]]
+
+demo = gr.Interface(fn=paraphrase_text, inputs=gr.Textbox(lines=3, placeholder="Enter sample text here", label="Original text"), outputs=[gr.Textbox(label="Paraphrasing 1"), gr.Textbox(label="Paraphrasing 2"), gr.Textbox(label="Paraphrasing 3")], examples=examples)
+demo.launch( debug = True )

requirements.txt

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+torch
+timm
+sentencepiece
+transformers
+protobuf
+git+https://github.com/PrithivirajDamodaran/Parrot_Paraphraser.git