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from transformers import AutoTokenizer
import gradio as gr
def greet(input_text, length, function_words, grade_level, sarcasm, formality, voice, persuasive, descriptive, narrative, expository):
response = (
f"Hello!\n"
f"Input Text: {input_text}\n"
f"Length: {length}\n"
f"Function Words: {function_words}\n"
f"Grade Level: {grade_level}\n"
f"Sarcasm: {sarcasm}\n"
f"Formality: {formality}\n"
f"Voice: {voice}\n"
f"Persuasive: {persuasive}\n"
f"Descriptive: {descriptive}\n"
f"Narrative: {narrative}\n"
f"Expository: {expository}"
)
return response
def reset_sliders():
return [0.5] * 10
def toggle_slider(checked, value):
if checked:
return gr.update(value=value, interactive=True)
else:
return gr.update(value=0, interactive=False)
demo = gr.Blocks()
with demo:
with gr.Row():
with gr.Column(variant="panel"):
gr.Markdown("# 1) Input Text\n### Enter the text to be obfuscated.")
input_text = gr.Textbox(
label="Input Text",
value="The quick brown fox jumped over the lazy dogs."
)
gr.Markdown("# 2) Style Element Sliders\n### Adjust the style element sliders to the desired levels to steer the obfuscation.")
reset_button = gr.Button("Choose slider values automatically (based on input text)")
sliders = []
slider_values = [
("Length (Shorter \u2192 Longer)", -1, 1, 0),
("Function Words (Fewer \u2192 More)", -1, 1, 0),
("Grade Level (Lower \u2192 Higher)", -1, 1, 0),
("Formality (Less \u2192 More)", -1, 1, 0),
("Sarcasm (Less \u2192 More)", -1, 1, 0),
("Voice (Passive \u2192 Active)", -1, 1, 0),
("Writing Type: Persuasive (None \u2192 More)", 0, 1, 0),
("Writing Type: Descriptive (None \u2192 More)", 0, 1, 0),
("Writing Type: Narrative (None \u2192 More)", 0, 1, 0),
("Writing Type: Expository (None \u2192 More)", 0, 1, 0)
]
for label, min_val, max_val, default in slider_values:
with gr.Row():
checkbox = gr.Checkbox(label=label)
slider = gr.Slider(label=label, minimum=min_val, maximum=max_val, step=0.01, value=default, interactive=False)
checkbox.change(fn=toggle_slider, inputs=[checkbox, gr.State(default)], outputs=slider)
sliders.append(slider)
obfuscate_button = gr.Button("Obfuscate Text")
reset_button.click(fn=reset_sliders, inputs=[], outputs=sliders)
with gr.Column(variant="panel"):
output = gr.Textbox(label="Output")
obfuscate_button.click(fn=greet, inputs=[input_text] + sliders, outputs=output)
demo.launch()
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