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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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import openai
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# Authenticate with OpenAI API
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openai.api_key = "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"
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# Define GPT-2 model
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model_engine = "text-davinci-002"
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prompt = "Write a short paragraph about a topic of your choice:"
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def generate_text(prompt):
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# Use GPT-2 to generate text based on user input
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response = openai.Completion.create(
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engine=model_engine,
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prompt=prompt,
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max_tokens=1024,
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n=1,
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stop=None,
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temperature=0.5,
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)
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return response.choices[0].text
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# Create Gradio interface
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interface = gr.Interface(
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generate_text,
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inputs=gr.inputs.Textbox(prompt),
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outputs=gr.outputs.Textbox(),
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title="GPT-2 Text Generation",
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)
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# Launch the interface
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interface.launch()
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