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Update app.py
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app.py
CHANGED
@@ -3,12 +3,11 @@ import os
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import warnings
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import random
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import torch
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import gradio as gr # Import Gradio for the UI
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from parrot import Parrot
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# Suppress warnings
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warnings.filterwarnings("ignore")
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os.environ['TRANSFORMERS_NO_ADVISORY_WARNINGS'] = '1'
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# Set random state for reproducibility
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def random_state(seed):
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@@ -25,7 +24,6 @@ parrot = Parrot(model_tag="prithivida/parrot_paraphraser_on_T5")
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def paraphrase_sentence(sentence):
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paraphrases = parrot.augment(input_phrase=sentence, max_return_phrases=10, max_length=100, adequacy_threshold=0.75, fluency_threshold=0.75)
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if paraphrases:
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# Randomly select one paraphrase from the generated ones
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return random.choice(paraphrases)[0] # Select a random paraphrase
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return sentence # Return the original sentence if no paraphrase is available
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@@ -40,127 +38,52 @@ def process_text_by_fullstop(text):
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paraphrased_sentences = [paraphrase_sentence(sentence + '.') for sentence in sentences] # Paraphrase each sentence
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return ' '.join(paraphrased_sentences) # Join paraphrased sentences back into a single text
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# Gradio interface function
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def generate_content(input_text):
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paraphrased_text = process_text_by_fullstop(input_text)
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return paraphrased_text
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font-family: 'Roboto', sans-serif;
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background-color: #ffffff;
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color: #000000;
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}
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.container {
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max-width: 800px;
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margin: 0 auto;
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display: flex;
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justify-content: space-between;
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align-items: flex-start;
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}
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.title-container {
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display: flex;
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align-items: center;
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justify-content: center;
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margin-bottom: 30px;
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padding: 20px;
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}
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.title-text {
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font-size: 48px;
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font-weight: 700;
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background: linear-gradient(45deg, #FFD700, #FF4500);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.1);
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text-align: center;
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}
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/*
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.gradio-container label {
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margin-left: -10px;
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}*/
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input[type="text"] {
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background-color: #f0f0f0;
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border: 1px solid #cccccc;
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color: #000000;
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min-width: 350px;
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border-radius: 5px;
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padding: 10px;
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font-size: 16px;
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width: 100%;
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text-align: left;
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}
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button {
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width: 100%;
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background-color: #1f2937;
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color: #ffffff;
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border: none;
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padding: 10px;
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font-size: 16px;
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border-radius: 5px;
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cursor: pointer;
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transition: background-color 0.3s;
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}
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button:hover {
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background-color: #161921;
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}
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.output-container {
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display: flex;
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align-items: center;
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justify-content: flex-end;
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}
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.copy-button {
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margin-left: 10px;
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background-color: #4CAF50; /* Green button for copy */
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}
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.output-textbox {
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text-align: left;
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min-height: 150px;
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width=100%;
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background-color: #d0d0d0; /* Slightly Darker Gray for Bot Messages */
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padding: 10px;
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border-radius: 10px;
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color: #000;
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}
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"""
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# JavaScript to copy output to clipboard
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copy_script = """
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<script>
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function copyToClipboard() {
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var text = document.getElementById('output_text').innerText;
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navigator.clipboard.writeText(text).then(function() {
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alert('Copied to clipboard!');
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}, function(err) {
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alert('Error copying to clipboard');
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});
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}
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</script>
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"""
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# Gradio Interface
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with gr.Blocks(css=css) as demo:
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# Title container with logo
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gr.HTML("""
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<div
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<img src="https://raw.githubusercontent.com/juicjaane/blueai/main/logo_2.jpg" style="width: 80px;
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<h1 class="title-text">Konect U</h1>
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</div>
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""")
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with gr.Row(
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#
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with gr.Column(
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input_text = gr.Textbox(placeholder="Enter
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# Launch the app
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demo.launch()
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import warnings
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import random
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import torch
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from parrot import Parrot
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# Suppress warnings
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warnings.filterwarnings("ignore")
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os.environ['TRANSFORMERS_NO_ADVISORY_WARNINGS'] = '1'
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# Set random state for reproducibility
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def random_state(seed):
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def paraphrase_sentence(sentence):
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paraphrases = parrot.augment(input_phrase=sentence, max_return_phrases=10, max_length=100, adequacy_threshold=0.75, fluency_threshold=0.75)
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if paraphrases:
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return random.choice(paraphrases)[0] # Select a random paraphrase
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return sentence # Return the original sentence if no paraphrase is available
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paraphrased_sentences = [paraphrase_sentence(sentence + '.') for sentence in sentences] # Paraphrase each sentence
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return ' '.join(paraphrased_sentences) # Join paraphrased sentences back into a single text
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# Function to copy output text to the clipboard
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def copy_to_clipboard(output_text):
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# JavaScript code to copy the output text to the clipboard
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return f"""
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<script>
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var text = `{output_text}`;
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navigator.clipboard.writeText(text).then(function() {{
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alert('Copied to clipboard!');
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}}, function(err) {{
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alert('Failed to copy text');
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}});
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</script>
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"""
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# Gradio interface function
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def generate_content(input_text):
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paraphrased_text = process_text_by_fullstop(input_text)
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return paraphrased_text
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# Gradio Interface with new layout
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with gr.Blocks() as demo:
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# Adding a logo and title
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gr.HTML("""
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<div style="display: flex; align-items: center; justify-content: center; margin-bottom: 30px;">
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<img src="https://raw.githubusercontent.com/juicjaane/blueai/main/logo_2.jpg" style="width: 80px;margin: 0 auto;">
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</div>
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""")
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with gr.Row():
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# Input column with Submit and Clear buttons below the text area
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with gr.Column():
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input_text = gr.Textbox(placeholder="Enter sop to get paraphrased output...", label="User", lines=5)
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with gr.Row():
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submit_button = gr.Button("Submit")
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clear_button = gr.Button("Clear")
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# Output column with Copy button below the output text area
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with gr.Column():
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output_text = gr.Textbox(label="output", lines=5)
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copy_button = gr.Button("Copy")
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# Define button actions
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submit_button.click(generate_content, inputs=input_text, outputs=output_text)
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clear_button.click(lambda: "", None, input_text) # Clear input
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clear_button.click(lambda: "", None, output_text) # Clear output
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copy_button.click(copy_to_clipboard, inputs=output_text, outputs=None) # Copy the output to clipboard
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# Launch the app
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demo.launch()
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