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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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# Function to generate Gradio code based on user inputs
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def generate_gradio_code(interface_name, num_fields, field_types, field_labels):
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# Begin constructing the Gradio code
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code = f"import gradio as gr\n\n"
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code += f"def {interface_name.lower()}_interface(*args):\n"
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code += f" # Define what the function should return based on inputs\n"
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code += f" return args\n\n"
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code += f"with gr.Blocks() as {interface_name.lower()}:\n"
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code += f" inputs = []\n"
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for i in range(num_fields):
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field_type = field_types[i]
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field_label = field_labels[i]
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if field_type == "Text":
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code += f" input_{i} = gr.Textbox(label='{field_label}')\n"
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elif field_type == "Number":
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code += f" input_{i} = gr.Number(label='{field_label}')\n"
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elif field_type == "Dropdown":
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code += f" input_{i} = gr.Dropdown(label='{field_label}', choices=['Option 1', 'Option 2'])\n"
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elif field_type == "Slider":
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code += f" input_{i} = gr.Slider(label='{field_label}', minimum=0, maximum=100)\n"
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elif field_type == "Checkbox":
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code += f" input_{i} = gr.Checkbox(label='{field_label}')\n"
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code += f" inputs.append(input_{i})\n"
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code += f" outputs = gr.Textbox(label='Output')\n"
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code += f" gr.Interface(fn={interface_name.lower()}_interface, inputs=inputs, outputs=outputs).launch()\n"
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return code
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# Gradio UI for user inputs
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def ui():
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with gr.Blocks() as demo:
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with gr.Column():
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interface_name = gr.Textbox(label="Interface Name", placeholder="Enter the interface name")
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num_fields = gr.Number(label="Number of Fields", value=1, precision=0)
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field_types = gr.Dropdown(choices=["Text", "Number", "Dropdown", "Slider", "Checkbox"],
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label="Field Types", interactive=True, multiselect=True)
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field_labels = gr.Textbox(label="Field Labels", placeholder="Enter field labels separated by commas")
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generate_button = gr.Button("Generate Code")
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generated_code = gr.Code(label="Generated Gradio Code")
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# Logic to generate code based on input
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def on_generate(interface_name, num_fields, field_types, field_labels):
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field_labels_list = field_labels.split(",")
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return generate_gradio_code(interface_name, int(num_fields), field_types, field_labels_list)
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generate_button.click(on_generate, inputs=[interface_name, num_fields, field_types, field_labels],
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outputs=generated_code)
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return demo
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# Launch the Gradio app
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if __name__ == "__main__":
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ui().launch()
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