add app.py

.gitignore

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+.venv
+.vscode
+flagged

app.py

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+import gradio as gr
+
+from parrot import Parrot
+import warnings
+
+warnings.filterwarnings("ignore")
+
+""" 
+uncomment to get reproducable paraphrase generations
+def random_state(seed):
+  torch.manual_seed(seed)
+  if torch.cuda.is_available():
+    torch.cuda.manual_seed_all(seed)
+
+random_state(1234)
+"""
+
+# Init models (make sure you init ONLY once if you integrate this to your code)
+parrot = Parrot(model_tag="prithivida/parrot_paraphraser_on_T5")
+
+
+def generate_paraphases(phrase):
+    para_phrases = parrot.augment(
+        input_phrase=phrase, use_gpu=False, max_return_phrases=10
+    )
+    return "\n".join(["- " + item[0] for item in para_phrases])
+
+
+input_textbox = gr.Textbox(label="Type your sentence here", lines=5)
+output_textbox = gr.Textbox(label="Paraphrases", lines=10)
+
+demo = gr.Interface(
+    fn=generate_paraphases,
+    inputs=input_textbox,
+    outputs=output_textbox,
+    examples=[
+        "Can you recommed some upscale restaurants in Newyork?",
+        "What are the famous places we should not miss in Russia?",
+    ],
+)
+
+demo.launch()

requirements.txt

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+gradio==3.0.14
+protobuf==3.20.1
+git+https://github.com/PrithivirajDamodaran/Parrot_Paraphraser.git