Spaces:
Runtime error
Runtime error
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
|
| 3 |
+
# Assuming `my_gpt_model` is your custom model's function that takes a date range and a ticker and returns a string.
|
| 4 |
+
def predict_with_gpt(start_date, end_date, ticker):
|
| 5 |
+
# Your model would use the start_date, end_date, and ticker to generate a prediction.
|
| 6 |
+
# For this example, we'll just return a dummy string.
|
| 7 |
+
prediction = ", ".join([start_date, end_date, ticker])
|
| 8 |
+
return prediction
|
| 9 |
+
|
| 10 |
+
# Create the Gradio app
|
| 11 |
+
def create_gradio_app():
|
| 12 |
+
with gr.Blocks() as app:
|
| 13 |
+
gr.Markdown("Enter a range of dates and a stock ticker to get predictions from the GPT model.")
|
| 14 |
+
with gr.Row():
|
| 15 |
+
start_date = gr.Date(label="Start Date")
|
| 16 |
+
end_date = gr.Date(label="End Date")
|
| 17 |
+
ticker = gr.Textbox(label="Ticker")
|
| 18 |
+
output = gr.Textbox(label="GPT Model Output")
|
| 19 |
+
|
| 20 |
+
# When the button is clicked, the `predict_with_gpt` function is called
|
| 21 |
+
gr.Button("Predict").click(
|
| 22 |
+
predict_with_gpt,
|
| 23 |
+
inputs=[start_date, end_date, ticker],
|
| 24 |
+
outputs=output
|
| 25 |
+
)
|
| 26 |
+
|
| 27 |
+
return app
|
| 28 |
+
|
| 29 |
+
app = create_gradio_app()
|
| 30 |
+
app.launch()
|