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Update app.py
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app.py
CHANGED
@@ -1,3 +1,4 @@
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import wikipedia
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import gradio as gr
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from gradio.mix import Parallel
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@@ -10,10 +11,7 @@ nltk.download('punkt')
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def opendomain(text):
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question_words = [
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"which", "are", "could", "would","should", "has", "have", "whom",
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"whose", "don't", "a", "an","?",".","the","i","you","he","she","it",
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"that","this",",","am",","]
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lower_text = text.lower()
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lower_text = word_tokenize(lower_text)
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new_text = [i for i in lower_text if i not in question_words]
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@@ -35,7 +33,6 @@ def opendomain(text):
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if len(result[i]) > 500:
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summary_point=result[i].split(".")[0]
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answer.append(summary_point)
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l = []
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for i in range(len(answer)):
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l.append("".join(answer[i]))
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@@ -44,8 +41,12 @@ def opendomain(text):
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gen_output.append(l[i] + ".")
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listToStr = ' '.join([str(elem) for elem in gen_output])
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listToStr=listToStr.replace("\n","")
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return listToStr
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iface = gr.Interface(fn=opendomain, inputs=[gr.inputs.Textbox(lines=5)], outputs="text")
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iface.launch()
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from gensim.parsing.preprocessing import STOPWORDS
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import wikipedia
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import gradio as gr
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from gradio.mix import Parallel
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def opendomain(text):
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question_words = STOPWORDS.union(set(['likes','play','.',',','like',"don't",'?','use','choose','important','better','?']))
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lower_text = text.lower()
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lower_text = word_tokenize(lower_text)
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new_text = [i for i in lower_text if i not in question_words]
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if len(result[i]) > 500:
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summary_point=result[i].split(".")[0]
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answer.append(summary_point)
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l = []
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for i in range(len(answer)):
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l.append("".join(answer[i]))
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gen_output.append(l[i] + ".")
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listToStr = ' '.join([str(elem) for elem in gen_output])
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listToStr = listToStr.replace("\n", "")
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return listToStr
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#return final_answer
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iface = gr.Interface(fn=opendomain, inputs=[gr.inputs.Textbox(lines=5)], outputs="text")
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iface.launch()
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