Update app.py
Browse files
app.py
CHANGED
@@ -100,7 +100,7 @@ def fls(text):
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ner=pipeline('ner',model='Jean-Baptiste/camembert-ner-with-dates',tokenizer='Jean-Baptiste/camembert-ner-with-dates', aggregation_strategy="simple")
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def fin_ner(text):
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replaced_spans = ner(text)
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return replaced_spans
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#CUAD STARTS
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@@ -133,14 +133,14 @@ def quad(query,file):
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data = json.load(jf)
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for i in range(1):
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raw_answer=data['0'][i]['text']
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answer += f"
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answer += f"Probability: {round(data['0'][i]['probability']*100,1)}%\n\n"
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#summarizer = pipeline("summarization", model="knkarthick/MEETING_SUMMARY")
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#resp = summarizer(answer)
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#stext = resp[0]['summary_text']
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# highlight,dff=score_fincat(answer)
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return answer,summarize_text(answer),score_fincat(answer),get_sustainability(answer),fls(answer)
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# b6 = gr.Button("Get Sustainability")
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@@ -150,7 +150,7 @@ def quad(query,file):
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#iface = gr.Interface(fn=get_sustainability, inputs="textbox", title="CONBERT",description="SUSTAINABILITY TOOL", outputs=gr.HighlightedText(), allow_flagging="never")
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#iface.launch()
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iface = gr.Interface(fn=quad, inputs=[gr.inputs.Textbox(label='SEARCH QUERY'),gr.inputs.File(label='TXT FILE')], title="CONBERT",description="SUSTAINABILITY TOOL",article='Article', outputs=[gr.outputs.Textbox(label='Answer'),gr.outputs.Textbox(label='Summary'),gr.HighlightedText(label='CLAIM'),gr.HighlightedText(label='SUSTAINABILITY'),gr.HighlightedText(label='FLS')], allow_flagging="never")
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iface.launch()
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ner=pipeline('ner',model='Jean-Baptiste/camembert-ner-with-dates',tokenizer='Jean-Baptiste/camembert-ner-with-dates', aggregation_strategy="simple")
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def fin_ner(text):
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replaced_spans = ner(text)
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return {"text": text, "entities": replaced_spans}
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#CUAD STARTS
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data = json.load(jf)
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for i in range(1):
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raw_answer=data['0'][i]['text']
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answer += f"{data['0'][i]['text']} -- \n"
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answer += f"Probability: {round(data['0'][i]['probability']*100,1)}%\n\n"
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#summarizer = pipeline("summarization", model="knkarthick/MEETING_SUMMARY")
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#resp = summarizer(answer)
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#stext = resp[0]['summary_text']
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# highlight,dff=score_fincat(answer)
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return answer,summarize_text(answer),fin_ner(answer),score_fincat(answer),get_sustainability(answer),fls(answer)
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# b6 = gr.Button("Get Sustainability")
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#iface = gr.Interface(fn=get_sustainability, inputs="textbox", title="CONBERT",description="SUSTAINABILITY TOOL", outputs=gr.HighlightedText(), allow_flagging="never")
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#iface.launch()
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iface = gr.Interface(fn=quad, inputs=[gr.inputs.Textbox(label='SEARCH QUERY'),gr.inputs.File(label='TXT FILE')], title="CONBERT",description="SUSTAINABILITY TOOL",article='Article', outputs=[gr.outputs.Textbox(label='Answer'),gr.outputs.Textbox(label='Summary'),gr.HighlightedText(label='NER'),gr.HighlightedText(label='CLAIM'),gr.HighlightedText(label='SUSTAINABILITY'),gr.HighlightedText(label='FLS')], allow_flagging="never")
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iface.launch()
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