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| import gradio as gr | |
| from text_converter import generate_similar_sentence | |
| APP_DESCRIPTION = '''# Reading Level Converter | |
| <div id="content_align">Convert any text to a specified reading level while retaining the core text meaning</div>''' | |
| MIN_ENTAILMENT = 0.5 | |
| MAX_ITER = 5 | |
| SYSTEM_PROMPT = "You are a writing assistant. You help convert complex texts to simpler texts while maintaining the core meaning of the text." | |
| # Dictionary mapping grade levels to reading ease scores | |
| reading_levels = { | |
| "5th Grade (90-100)": (90, 100), | |
| "6th Grade (80-90)": (80, 90), | |
| "7th Grade (70-80)": (70, 80), | |
| "8th - 9th Grade (60-70)": (60, 70), | |
| "10th - 12th Grade (50-60)": (50, 60), | |
| "College (30-50)": (30, 50), | |
| "College Graduate + Professionals (0-30)": (0, 30) | |
| } | |
| def convert_text(input_text, grade_level, input_reading_score): | |
| min_level, max_level = reading_levels[grade_level] | |
| output_text, similarity, reading_level, message = generate_similar_sentence(input_text, min_level, max_level, MIN_ENTAILMENT, SYSTEM_PROMPT, MAX_ITER, input_reading_score) | |
| return output_text, similarity, reading_level, input_reading_level, message | |
| with gr.Blocks(css='styles.css') as app: | |
| gr.Markdown(APP_DESCRIPTION) | |
| with gr.Tab("Reading Level Calculator"): | |
| input_text = gr.Textbox(label="Input Text", placeholder="Type here...", lines=4) | |
| fetch_score_and_lvl_btn = gr.Button("Fetch Score and Level") | |
| output_input_reading_score = gr.Textbox(label="Input Text Reading Score", placeholder="Input Text Reading Score...", lines=1) | |
| output_input_reading_level = gr.Textbox(label="Input Text Reading Level", placeholder="Input Text Reading Level...", lines=1) | |
| fetch_score_and_lvl_btn.click( | |
| fn=user_input_readability_level, | |
| input=input_text, | |
| outputs=[output_input_reading_score,output_input_reading_level] | |
| ) | |
| grade_level = gr.Radio(choices=list(reading_levels.keys()), label="Target Reading Level", value=list(reading_levels.keys())[0]) | |
| output_reading_level = gr.Textbox(label="Output Reading Level", placeholder="Output Reading Level...", lines=1) | |
| output_similarity = gr.Textbox(label="Similarity", placeholder="Similarity Score...", lines=1) | |
| output_converted_text = gr.Textbox(label="Converted Text", placeholder="Results will appear here...", lines=4) | |
| output_message = gr.Textbox(label="Message", placeholder="System Message...", lines=2) | |
| convert_button = gr.Button("Convert Text") | |
| convert_button.click( | |
| fn=convert_text, | |
| inputs=[input_text, grade_level, output_input_reading_score], | |
| outputs=[output_converted_text, output_similarity, output_reading_level, output_message] | |
| ) | |
| if __name__ == '__main__': | |
| app.launch() |