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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 lightweight dialogue model
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chatbot = pipeline(
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"text-generation",
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model="microsoft/DialoGPT-small"
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)
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# Function
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def reply(message):
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if not message.strip():
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return "Please enter a message."
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result = chatbot(
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message,
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max_new_tokens=60,
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do_sample=True,
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temperature=0.7,
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pad_token_id=50256
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)
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return result[0]["generated_text"]
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# Gradio UI
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demo = gr.Interface(
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fn=reply,
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inputs=gr.Textbox(
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lines=2,
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label="Your Message",
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placeholder="Say hello..."
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),
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outputs=gr.Textbox(
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lines=4,
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label="Bot Reply"
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),
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title="💬 Dialogue System",
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description="Conversational AI using DialoGPT model.",
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theme=gr.themes.Soft()
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)
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demo.launch(server_name="0.0.0.0", server_port=7860)
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