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Create 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 the conversational model
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def load_chat_model():
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return pipeline("text-generation", model="microsoft/DialoGPT-medium")
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chat_model = load_chat_model()
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# Define the chat function
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def chat_with_bot(user_input):
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# Generate response from the chatbot model
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response = chat_model(user_input, max_length=100, num_return_sequences=1)
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return response[0]['generated_text']
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# Create the Gradio interface
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iface = gr.Interface(
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fn=chat_with_bot,
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inputs=gr.inputs.Textbox(label="You:"),
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outputs=gr.outputs.Textbox(label="Bot:"),
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title="English Learning Chatbot",
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description="Talk to the chatbot to practice English.",
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theme="default"
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)
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# Launch the app
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if __name__ == "__main__":
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iface.launch()
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