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import gradio as gr |
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from translation import translate_text |
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from summarization import summarize_text |
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from sentiment_analysis import analyze_sentiment |
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from grammar_correction import correct_text |
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from character_count import count_characters |
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from examples import (translation_examples, summarization_examples, |
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sentiment_examples, grammar_examples, |
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character_count_examples) |
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with gr.Blocks() as demo: |
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gr.Markdown("# Multilingual Translator and Text Analysis Tool") |
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with gr.Tab("Translation"): |
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input_text_trans = gr.Textbox(lines=3, placeholder="Enter text", label="Input Text (English)") |
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target_language_dropdown = gr.Dropdown(choices=["French", "German", "Romanian"], |
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label="Select target language", value="French") |
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output_text_trans = gr.Textbox(label="Translated Text", interactive=True) |
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translate_btn = gr.Button("Translate") |
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translate_btn.click(fn=translate_text, inputs=[input_text_trans, target_language_dropdown], |
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outputs=output_text_trans) |
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gr.Examples(translation_examples, inputs=[input_text_trans, target_language_dropdown]) |
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with gr.Tab("Summarization"): |
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input_text_summarize = gr.Textbox(lines=5, placeholder="Enter text to summarize", label="Input Text") |
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summarized_text = gr.Textbox(label="Summary", interactive=False) |
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summarize_btn = gr.Button("Summarize") |
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summarize_btn.click(fn=summarize_text, inputs=input_text_summarize, outputs=summarized_text) |
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gr.Examples(summarization_examples, inputs=input_text_summarize) |
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with gr.Tab("Sentiment Analysis"): |
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input_text_sentiment = gr.Textbox(lines=3, placeholder="Enter text to analyze", label="Input Text") |
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sentiment_output = gr.Textbox(label="Sentiment", interactive=False) |
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sentiment_btn = gr.Button("Analyze Sentiment") |
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sentiment_btn.click(fn=analyze_sentiment, inputs=input_text_sentiment, outputs=sentiment_output) |
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gr.Examples(sentiment_examples, inputs=input_text_sentiment) |
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with gr.Tab("Grammar Correction"): |
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input_text_correct = gr.Textbox(lines=3, placeholder="Enter text for grammar correction", label="Input Text") |
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corrected_text = gr.Textbox(label="Corrected Text", interactive=False) |
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correct_btn = gr.Button("Correct Grammar") |
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correct_btn.click(fn=correct_text, inputs=input_text_correct, outputs=corrected_text) |
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gr.Examples(grammar_examples, inputs=input_text_correct) |
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with gr.Tab("Character Count"): |
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input_text_count = gr.Textbox(lines=3, placeholder="Enter text to count characters", label="Input Text") |
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character_count = gr.Textbox(label="Character Count", interactive=False) |
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count_btn = gr.Button("Count Characters") |
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count_btn.click(fn=count_characters, inputs=input_text_count, outputs=character_count) |
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gr.Examples(character_count_examples, inputs=input_text_count) |
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demo.launch() |
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