Update app.py
Browse files
app.py
CHANGED
@@ -47,8 +47,9 @@ def classify_compliant(text):
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#build the Gradio app
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#Instructuction = "Write an imaginary review about a product or service you might be interested in."
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title="Customer Complaints Categorization"
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description = """This application uses fine-tune BERT to perform Customer Complaints Categorization.BERT models are usually pretrained on a large corpus of text and then fine tuned for specific tasks.
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Effectively handling customer complaints provides an opportunity for the service provider to resolve the customer’s problems on time and thus reduce dissatisfaction levels.
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Write a complaint on an insurance product or service and see how the machine learning model is able to Categorisation your Complaint.
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The Complaints Type are:
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1. Debt Collection
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@@ -64,7 +65,7 @@ article = """
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"""
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demo = gr.Interface(classify_compliant,
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inputs=gr.Textbox(lines =10,label = "Type your Complaint of our Product here or for a quick demo click on the examples provided below and output will automatically be
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outputs = gr.Textbox(lines =5,label = "Complaint Category"),
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title = title,
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description = description,
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#build the Gradio app
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#Instructuction = "Write an imaginary review about a product or service you might be interested in."
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title="Customer Complaints Categorization"
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+
description = """This application uses fine-tune BERT to perform Customer Complaints Categorization. BERT models are usually pretrained on a large corpus of text and then fine tuned for specific tasks.
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Effectively handling customer complaints provides an opportunity for the service provider to resolve the customer’s problems on time and thus reduce dissatisfaction levels.
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+
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Write a complaint on an insurance product or service and see how the machine learning model is able to Categorisation your Complaint.
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The Complaints Type are:
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1. Debt Collection
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"""
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demo = gr.Interface(classify_compliant,
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inputs=gr.Textbox(lines =10,label = "Type your Complaint of our Product here or for a quick demo click on the examples provided below and output will automatically be populated in the output box ", max_lines = 20),
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outputs = gr.Textbox(lines =5,label = "Complaint Category"),
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title = title,
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description = description,
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