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Update app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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# Load a text-generation model
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chatbot = pipeline("text-generation", model="microsoft/DialoGPT-medium")
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@@ -13,7 +13,6 @@ faq_responses = {
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"how to avoid procrastination": "Break tasks into smaller steps, set deadlines, and reward yourself after completing milestones. Tools like Trello can help you stay organized."
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}
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# Define the chatbot's response function
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def faq_chatbot(user_input):
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# Check if the user's input matches any FAQ keywords
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conversation = chatbot(user_input, max_length=50, num_return_sequences=1)
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return conversation[0]['generated_text']
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# Create the Gradio interface
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# Launch the chatbot
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interface.launch(share=True)
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from transformers import pipeline
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import gradio as gr # Import Gradio for the interface
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# Load a text-generation model
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chatbot = pipeline("text-generation", model="microsoft/DialoGPT-medium")
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"how to avoid procrastination": "Break tasks into smaller steps, set deadlines, and reward yourself after completing milestones. Tools like Trello can help you stay organized."
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}
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# Define the chatbot's response function
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def faq_chatbot(user_input):
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# Check if the user's input matches any FAQ keywords
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conversation = chatbot(user_input, max_length=50, num_return_sequences=1)
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return conversation[0]['generated_text']
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# Create the Gradio interface
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interface = gr.Interface(
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fn=faq_chatbot, # The function to handle user input
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inputs=gr.Textbox(lines=2, placeholder="Ask me about studying tips or resources..."), # Input text box
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outputs="text", # Output as text
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title="Student FAQ Chatbot",
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description="Ask me for study tips, time management advice, or about resources to help with your studies!"
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)
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# Launch the chatbot and make it public
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interface.launch(share=True)
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