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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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# Assuming `my_gpt_model` is your custom model's function that takes a date range and a ticker and returns a string.
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def predict_with_gpt(start_date, end_date, ticker):
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# Your model would use the start_date, end_date, and ticker to generate a prediction.
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# For this example, we'll just return a dummy string.
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prediction = ", ".join([start_date, end_date, ticker])
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return prediction
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# Create the Gradio app
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def create_gradio_app():
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with gr.Blocks() as app:
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gr.Markdown("Enter a range of dates and a stock ticker to get predictions from the GPT model.")
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with gr.Row():
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start_date = gr.Date(label="Start Date")
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end_date = gr.Date(label="End Date")
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ticker = gr.Textbox(label="Ticker")
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output = gr.Textbox(label="GPT Model Output")
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# When the button is clicked, the `predict_with_gpt` function is called
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gr.Button("Predict").click(
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predict_with_gpt,
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inputs=[start_date, end_date, ticker],
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outputs=output
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)
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return app
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app = create_gradio_app()
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app.launch()
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