Translator_App / app.py
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Create app.py
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import os
import openai
import gradio as gr
# Load Groq API key from Hugging Face Secret (name must be 'translate_API')
openai.api_key = os.environ.get("translate_API", "")
openai.api_base = "https://api.groq.com/openai/v1"
if not openai.api_key:
raise ValueError("โŒ Missing API key! Please add 'translate_API' in your HF Space > Settings > Secrets.")
# Language options
languages = [
"Arabic", "Bengali", "Chinese", "Czech", "Dutch", "English", "French", "German", "Greek", "Gujarati",
"Hebrew", "Hindi", "Hungarian", "Indonesian", "Italian", "Japanese", "Kannada", "Korean", "Malayalam",
"Marathi", "Nepali", "Pashto", "Persian", "Polish", "Portuguese", "Punjabi", "Romanian", "Russian",
"Sindhi", "Sinhala", "Spanish", "Swahili", "Swedish", "Tamil", "Telugu", "Thai", "Turkish", "Ukrainian",
"Urdu", "Vietnamese"
]
# Translation function
def translate(text, target_lang):
prompt = f"Translate the following to {target_lang}:\n\n{text}"
try:
response = openai.ChatCompletion.create(
model="llama3-8b-8192",
messages=[{"role": "user", "content": prompt}],
temperature=0.3,
)
return text, response['choices'][0]['message']['content'].strip()
except Exception as e:
return text, f"โš ๏ธ Error: {str(e)}"
# Gradio interface
with gr.Blocks() as app:
gr.Markdown("## ๐ŸŒ Multilingual Translator using Groq + LLaMA3")
gr.Markdown("Translate any sentence into your selected language (Urdu included).")
with gr.Row():
input_box = gr.Textbox(label="Enter Sentence", placeholder="e.g., How are you?", lines=2)
output_box = gr.Textbox(label="Translated Output", interactive=False, lines=3)
lang_dropdown = gr.Dropdown(choices=languages, value="Urdu", label="Target Language")
translate_button = gr.Button("Translate")
translate_button.click(fn=translate, inputs=[input_box, lang_dropdown], outputs=[input_box, output_box])
app.launch()