'init'
Browse files- main.py +33 -0
- requirements.txt +3 -0
- templates/index.html +84 -0
main.py
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from flask import Flask, render_template, request, jsonify
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from transformers import pipeline
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# Initialize the spelling correction pipeline with max_new_tokens parameter
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spelling_correction_pipe = pipeline("text2text-generation", model="Elalimy/english_spelling_correction",
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max_new_tokens=100)
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# Initialize Flask app
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app = Flask(__name__)
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# Define a route to render the form
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@app.route('/')
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def index():
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return render_template('index.html')
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# Define a route for spelling correction
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@app.route('/correct', methods=['POST'])
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def correct_spelling():
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# Get the input text from the request
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text = request.form['text']
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# Perform spelling correction
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corrected_text = spelling_correction_pipe(text)[0]['generated_text'].strip()
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# Return the corrected text as JSON
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return jsonify({'corrected_text': corrected_text})
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if __name__ == '__main__':
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# Run the Flask app
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app.run(debug=True)
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requirements.txt
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Flask
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transformers
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gunicorn
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templates/index.html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Spelling Correction</title>
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<style>
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body {
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margin: 0;
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padding: 0;
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font-family: Arial, sans-serif;
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background: linear-gradient(to bottom, #4e4376, #2b5876);
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color: #ffffff;
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}
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.container {
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width: 80%;
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margin: 50px auto;
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padding: 20px;
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border-radius: 10px;
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background-color: rgba(0, 0, 0, 0.5); /* Add transparency to the background */
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}
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h1 {
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text-align: center;
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}
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form {
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text-align: center;
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}
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textarea {
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width: 90%;
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padding: 10px;
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border-radius: 5px;
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border: 2px solid #fff;
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margin-bottom: 10px;
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background-color: rgba(255, 255, 255, 0.1);
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color: white;
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}
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button {
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background-color: #f39c12;
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color: #ffffff;
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padding: 10px 20px;
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font-size: 16px;
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border: none;
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border-radius: 5px;
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cursor: pointer;
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}
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button:hover {
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background-color: #e67e22;
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}
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#result {
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font-size: 18px;
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margin: 34px auto;
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color: aqua;
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text-align:center;
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}
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</style>
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</head>
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<body>
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<div class="container">
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<h1>Spelling Correction</h1>
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<form id="correctionForm" action="/correct" method="post">
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<label for="textInput">Enter Text:</label><br>
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<textarea id="textInput" name="text" rows="4" cols="50"></textarea><br>
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<button type="submit">Correct Spelling</button>
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</form>
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<div id="result"></div>
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</div>
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<script>
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document.getElementById("correctionForm").addEventListener("submit", function(event) {
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event.preventDefault();
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var formData = new FormData(this);
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fetch('/correct', {
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method: 'POST',
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body: formData
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})
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.then(response => response.json())
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.then(data => {
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document.getElementById("result").innerText = "Corrected Text: " + data.corrected_text;
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})
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.catch(error => console.error('Error:', error));
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});
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</script>
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</body>
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</html>
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