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Update app.py
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app.py
CHANGED
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@@ -1,7 +1,7 @@
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from transformers import pipeline
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import gradio as gr
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# Initialize translation pipeline
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translator = pipeline("translation", model="facebook/m2m100_418M")
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def translate_text(text, src_lang_code, tgt_lang_code):
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@@ -20,123 +20,123 @@ def translate_text(text, src_lang_code, tgt_lang_code):
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)
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return result[0]['translation_text']
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#
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LANGUAGES = {
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"Afrikaans": "af",
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"Albanian": "sq",
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"Amharic": "am",
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"Arabic": "ar",
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"Armenian": "hy",
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"Azerbaijani": "az",
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"Basque": "eu",
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"Belarusian": "be",
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"Bengali": "bn",
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"Bosnian": "bs",
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"Bulgarian": "bg",
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"Catalan": "ca",
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"Cebuano": "ceb",
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"Chichewa": "ny",
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"Chinese
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"Chinese
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"Corsican": "co",
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"Croatian": "hr",
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"Czech": "cs",
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"Danish": "da",
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"Dutch": "nl",
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"English": "en",
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"Esperanto": "eo",
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"Estonian": "et",
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"Filipino": "tl",
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"Finnish": "fi",
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"French": "fr",
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"Frisian": "fy",
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"Galician": "gl",
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"Georgian": "ka",
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"German": "de",
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"Greek": "el",
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"Gujarati": "gu",
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"Haitian Creole": "ht",
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"Hausa": "ha",
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"Hawaiian": "haw",
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"Hebrew": "he",
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"Hindi": "hi",
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"Hmong": "hmn",
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"Hungarian": "hu",
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"Icelandic": "is",
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"Igbo": "ig",
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"Indonesian": "id",
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"Irish": "ga",
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"Italian": "it",
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"Japanese": "ja",
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"Javanese": "jv",
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"Kannada": "kn",
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"Kazakh": "kk",
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"Khmer": "km",
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"Kinyarwanda": "rw",
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"Korean": "ko",
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"Kurdish
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"Kyrgyz": "ky",
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"Lao": "lo",
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"Latin": "la",
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"Latvian": "lv",
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"Lithuanian": "lt",
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"Luxembourgish": "lb",
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"Macedonian": "mk",
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"Malagasy": "mg",
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"Malay": "ms",
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"Malayalam": "ml",
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"Maltese": "mt",
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"Maori": "mi",
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"Marathi": "mr",
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"Mongolian": "mn",
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"Myanmar
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"Nepali": "ne",
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"Norwegian": "no",
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"Odia
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"Pashto": "ps",
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"Persian": "fa",
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"Polish": "pl",
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"Portuguese": "pt",
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"Punjabi": "pa",
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"Romanian": "ro",
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"Russian": "ru",
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"Samoan": "sm",
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"Scots Gaelic": "gd",
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"Serbian": "sr",
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"Sesotho": "st",
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"Shona": "sn",
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"Sindhi": "sd",
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"Sinhala": "si",
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"Slovak": "sk",
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"Slovenian": "sl",
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"Somali": "so",
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"Spanish": "es",
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"Sundanese": "su",
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"Swahili": "sw",
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"Swedish": "sv",
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"Tajik": "tg",
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"Tamil": "ta",
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"Tatar": "tt",
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"Telugu": "te",
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"Thai": "th",
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"Turkish": "tr",
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"Turkmen": "tk",
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"Ukrainian": "uk",
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"Urdu": "ur",
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"Uyghur": "ug",
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"Uzbek": "uz",
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"Vietnamese": "vi",
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"Welsh": "cy",
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"Xhosa": "xh",
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"Yiddish": "yi",
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"Yoruba": "yo",
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"Zulu": "zu"
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}
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# Create sorted lists for dropdowns
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language_names = sorted(LANGUAGES.keys())
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default_src = "English"
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default_tgt = "Spanish"
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# Gradio interface
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with gr.Blocks(title="Universal Translator") as demo:
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@@ -169,18 +169,7 @@ with gr.Blocks(title="Universal Translator") as demo:
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)
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translate_btn = gr.Button("Translate", variant="primary")
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translate_btn.click(
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translate_text,
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inputs=[
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input_text,
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gr.Textbox(visible=False, value=""), # Source language code (will be set in function)
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gr.Textbox(visible=False, value="") # Target language code (will be set in function)
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],
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outputs=output_text,
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api_name="translate"
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)
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# Update button click to include language codes
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def translate_wrapper(text, src_lang_name, tgt_lang_name):
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src_code = LANGUAGES[src_lang_name]
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tgt_code = LANGUAGES[tgt_lang_name]
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@@ -194,12 +183,12 @@ with gr.Blocks(title="Universal Translator") as demo:
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gr.Examples(
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[
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["Hello, how are you today?", "English", "French"],
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["The weather is beautiful", "English", "German"],
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["I love programming with Python", "English", "Spanish"],
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["Machine learning is fascinating", "English", "Chinese
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["こんにちは、元気ですか?", "Japanese", "English"],
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["Bonjour, comment allez-vous?", "French", "Russian"]
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],
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inputs=[input_text, src_lang, tgt_lang]
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)
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@@ -207,7 +196,7 @@ with gr.Blocks(title="Universal Translator") as demo:
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gr.Markdown("### Supported Languages")
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gr.Markdown(f"- **Total Languages**: {len(language_names)}")
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gr.Markdown("- **Model**: [facebook/m2m100_418M](https://huggingface.co/facebook/m2m100_418M)")
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gr.Markdown("- **
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if __name__ == "__main__":
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demo.launch()
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from transformers import pipeline
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import gradio as gr
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# Initialize translation pipeline
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translator = pipeline("translation", model="facebook/m2m100_418M")
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def translate_text(text, src_lang_code, tgt_lang_code):
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)
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return result[0]['translation_text']
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# Language dictionary with native text examples
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LANGUAGES = {
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"Afrikaans - Afrikaans": "af",
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"Albanian - Shqip": "sq",
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"Amharic - አማርኛ": "am",
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"Arabic - العربية": "ar",
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"Armenian - Հայերեն": "hy",
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"Azerbaijani - Azərbaycanca": "az",
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"Basque - Euskara": "eu",
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"Belarusian - Беларуская": "be",
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"Bengali - বাংলা": "bn",
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"Bosnian - Bosanski": "bs",
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"Bulgarian - Български": "bg",
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"Catalan - Català": "ca",
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"Cebuano - Cebuano": "ceb",
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"Chichewa - Nyanja": "ny",
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"Chinese Simplified - 中文": "zh",
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"Chinese Traditional - 中文": "zh",
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"Corsican - Corsu": "co",
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"Croatian - Hrvatski": "hr",
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"Czech - Čeština": "cs",
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"Danish - Dansk": "da",
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"Dutch - Nederlands": "nl",
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"English - English": "en",
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"Esperanto - Esperanto": "eo",
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"Estonian - Eesti": "et",
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"Filipino - Filipino": "tl",
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"Finnish - Suomi": "fi",
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"French - Français": "fr",
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"Frisian - Frysk": "fy",
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"Galician - Galego": "gl",
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"Georgian - ქართული": "ka",
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"German - Deutsch": "de",
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"Greek - Ελληνικά": "el",
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"Gujarati - ગુજરાતી": "gu",
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"Haitian Creole - Kreyòl ayisyen": "ht",
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"Hausa - Hausa": "ha",
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"Hawaiian - ʻŌlelo Hawaiʻi": "haw",
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"Hebrew - עברית": "he",
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"Hindi - हिन्दी": "hi",
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"Hmong - Hmong": "hmn",
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"Hungarian - Magyar": "hu",
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"Icelandic - Íslenska": "is",
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"Igbo - Asụsụ Igbo": "ig",
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"Indonesian - Bahasa Indonesia": "id",
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"Irish - Gaeilge": "ga",
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"Italian - Italiano": "it",
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"Japanese - 日本語": "ja",
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"Javanese - Basa Jawa": "jv",
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"Kannada - ಕನ್ನಡ": "kn",
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"Kazakh - Қазақша": "kk",
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"Khmer - ភាសាខ្មែរ": "km",
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"Kinyarwanda - Kinyarwanda": "rw",
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"Korean - 한국어": "ko",
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"Kurdish - Kurdî": "ku",
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"Kyrgyz - Кыргызча": "ky",
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"Lao - ພາສາລາວ": "lo",
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"Latin - Latina": "la",
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"Latvian - Latviešu": "lv",
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"Lithuanian - Lietuvių": "lt",
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"Luxembourgish - Lëtzebuergesch": "lb",
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"Macedonian - Македонски": "mk",
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"Malagasy - Malagasy": "mg",
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"Malay - Bahasa Melayu": "ms",
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"Malayalam - മലയാളം": "ml",
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"Maltese - Malti": "mt",
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"Maori - Te Reo Māori": "mi",
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"Marathi - मराठी": "mr",
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"Mongolian - Монгол": "mn",
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"Myanmar - မြန်မာဘာသာ": "my",
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"Nepali - नेपाली": "ne",
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"Norwegian - Norsk": "no",
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"Odia - ଓଡ଼ିଆ": "or",
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"Pashto - پښتو": "ps",
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"Persian - فارسی": "fa",
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"Polish - Polski": "pl",
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"Portuguese - Português": "pt",
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"Punjabi - ਪੰਜਾਬੀ": "pa",
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"Romanian - Română": "ro",
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"Russian - Русский": "ru",
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"Samoan - Gagana Samoa": "sm",
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"Scots Gaelic - Gàidhlig": "gd",
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"Serbian - Српски": "sr",
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"Sesotho - Sesotho": "st",
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"Shona - ChiShona": "sn",
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"Sindhi - سنڌي": "sd",
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"Sinhala - සිංහල": "si",
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"Slovak - Slovenčina": "sk",
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"Slovenian - Slovenščina": "sl",
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"Somali - Soomaali": "so",
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"Spanish - Español": "es",
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"Sundanese - Basa Sunda": "su",
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"Swahili - Kiswahili": "sw",
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"Swedish - Svenska": "sv",
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"Tajik - Тоҷикӣ": "tg",
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"Tamil - தமிழ்": "ta",
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"Tatar - Татарча": "tt",
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"Telugu - తెలుగు": "te",
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"Thai - ไทย": "th",
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"Turkish - Türkçe": "tr",
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"Turkmen - Türkmençe": "tk",
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"Ukrainian - Українська": "uk",
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"Urdu - اردو": "ur",
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"Uyghur - ئۇيغۇرچە": "ug",
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"Uzbek - O'zbekcha": "uz",
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"Vietnamese - Tiếng Việt": "vi",
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"Welsh - Cymraeg": "cy",
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"Xhosa - IsiXhosa": "xh",
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"Yiddish - יידיש": "yi",
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"Yoruba - Èdè Yorùbá": "yo",
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"Zulu - IsiZulu": "zu"
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}
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# Create sorted lists for dropdowns
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language_names = sorted(LANGUAGES.keys())
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default_src = "English - English"
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default_tgt = "Spanish - Español"
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# Gradio interface
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with gr.Blocks(title="Universal Translator") as demo:
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)
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translate_btn = gr.Button("Translate", variant="primary")
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def translate_wrapper(text, src_lang_name, tgt_lang_name):
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src_code = LANGUAGES[src_lang_name]
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tgt_code = LANGUAGES[tgt_lang_name]
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gr.Examples(
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[
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["Hello, how are you today?", "English - English", "French - Français"],
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["The weather is beautiful", "English - English", "German - Deutsch"],
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["I love programming with Python", "English - English", "Spanish - Español"],
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["Machine learning is fascinating", "English - English", "Chinese Simplified - 中文"],
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["こんにちは、元気ですか?", "Japanese - 日本語", "English - English"],
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["Bonjour, comment allez-vous?", "French - Français", "Russian - Русский"]
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],
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inputs=[input_text, src_lang, tgt_lang]
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)
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gr.Markdown("### Supported Languages")
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gr.Markdown(f"- **Total Languages**: {len(language_names)}")
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gr.Markdown("- **Model**: [facebook/m2m100_418M](https://huggingface.co/facebook/m2m100_418M)")
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gr.Markdown("- **Tip**: Each language shows how it's written in its own script (e.g., Russian - Русский)")
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if __name__ == "__main__":
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demo.launch()
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