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Create app.py

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  1. app.py +22 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Load GPT-2 chat model
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+ chatbot = pipeline("text-generation", model="gpt2")
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+
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+ # Function to handle the chatbot interaction
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+ def chat_with_gpt2(messages):
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+ prompt = messages[-1][1] # Get the latest message from the user
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+ response = chatbot(prompt, max_length=100, num_return_sequences=1)
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+ return messages + [(response[0]['generated_text'], "GPT-2")]
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+
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+ # Create a Gradio Chatbot interface
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+ iface = gr.Interface(
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+ fn=chat_with_gpt2,
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+ inputs=gr.Chatbot(),
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+ outputs=gr.Chatbot(),
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+ title="Chat with GPT-2",
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+ description="A simple chat app using GPT-2"
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+ )
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+
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+ iface.launch()