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Create app.py
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app.py
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import os
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import gradio as gr
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from groq import Groq
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# Get API key from environment (will be set in Hugging Face Space secrets)
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api_key = os.environ.get("GROQ_API_KEY")
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if not api_key:
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raise ValueError("GROQ_API environment variable not set. Please add it to Space Secrets.")
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client = Groq(api_key=api_key)
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def translate_english_to_nepali(text):
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if not text or not text.strip():
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return "Please enter some English text to translate."
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try:
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response = client.chat.completions.create(
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model="llama-3.3-70b-versatile",
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messages=[
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{
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"role": "system",
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"content": "You are a professional translator. Translate the given English text to Nepali (नेपाली) accurately. Provide only the translation without explanations, transliterations, or additional text."
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},
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{
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"role": "user",
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"content": text
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}
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],
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temperature=0.1, # Lower temperature for more consistent translations
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max_tokens=1024
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)
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translation = response.choices[0].message.content.strip()
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return translation
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except Exception as e:
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return f"Error: {str(e)}"
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# Custom CSS for better appearance
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css = """
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.container {max-width: 800px; margin: 0 auto;}
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.input-text {font-size: 16px;}
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.output-text {font-size: 18px; font-weight: 500;}
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"""
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with gr.Blocks(css=css, title="English to Nepali Translator") as demo:
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gr.Markdown(
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"""
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# 🇬🇧 ➡️ 🇳🇵 English to Nepali Translator
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Powered by Groq (Llama 3.1) | High-speed AI Translation
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"""
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)
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with gr.Row():
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with gr.Column():
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input_text = gr.Textbox(
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label="English Text",
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placeholder="Enter English text here...",
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lines=6,
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elem_classes="input-text"
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)
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translate_btn = gr.Button("🔄 Translate", variant="primary", size="lg")
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clear_btn = gr.Button("Clear", size="sm")
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with gr.Column():
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output_text = gr.Textbox(
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label="Nepali Translation (नेपाली अनुवाद)",
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lines=6,
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elem_classes="output-text",
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interactive=False
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)
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gr.Markdown(
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"""
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### Tips:
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- Enter natural English sentences for best results
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- The model handles formal and informal Nepali contexts
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- Supports long paragraphs (up to 1024 tokens)
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"""
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)
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# Event handlers
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translate_btn.click(
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fn=translate_english_to_nepali,
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inputs=input_text,
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outputs=output_text
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)
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clear_btn.click(
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fn=lambda: ("", ""),
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inputs=None,
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outputs=[input_text, output_text]
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)
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# Allow Enter key to submit
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input_text.submit(
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fn=translate_english_to_nepali,
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inputs=input_text,
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outputs=output_text
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)
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# Launch configuration
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if __name__ == "__main__":
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demo.launch()
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