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Update app.py
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app.py
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import
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from transformers import MarianMTModel, MarianTokenizer
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from langdetect import detect
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from sacremoses import MosesTokenizer, MosesDetokenizer
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# Supported languages for translation
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SUPPORTED_LANGUAGES = {
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"en": "English",
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"it": "Italian"
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}
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def translate_text(text, target_lang="fr"):
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# Detect input text language
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input_lang = detect(text)
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return translated_text
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translated_text = translate_text(text, target_language)
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return translated_text
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# Create Gradio interface
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inputs = gr.Textbox(lines=3, label="Enter the text to translate")
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target_language = gr.Dropdown(choices=list(SUPPORTED_LANGUAGES.keys()), label="Target Language")
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output = gr.Textbox(placeholder="Translated Text", label="Translated Text")
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gr.Interface(fn=translate_interface, inputs=[inputs, target_language], outputs=output, title="Text Translation", theme="compact").launch(debug = True)
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from flask import Flask, render_template, request, jsonify
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from transformers import MarianMTModel, MarianTokenizer
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from langdetect import detect
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from sacremoses import MosesTokenizer, MosesDetokenizer
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app = Flask(__name__)
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# Supported languages for translation
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SUPPORTED_LANGUAGES = {
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"en": "English",
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"it": "Italian"
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}
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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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@app.route("/translate", methods=["POST"])
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def translate_text():
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data = request.get_json()
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text = data["text"]
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target_lang = data["target_language"]
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translated_text = translate_text(text, target_lang)
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return jsonify({"translated_text": translated_text})
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def translate_text(text, target_lang="fr"):
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# Detect input text language
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input_lang = detect(text)
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return translated_text
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if __name__ == "__main__":
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app.run(debug=True)
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