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Delete app.py
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app.py
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import streamlit as st
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from deep_translator import GoogleTranslator
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from transformers import pipeline
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import os
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# Create a local cache directory
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os.environ["TRANSFORMERS_CACHE"] = "./models_cache"
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os.makedirs("./models_cache", exist_ok=True)
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@st.cache_resource
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def load_translator():
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def translate_to_english(text, src_lang='auto'):
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"""Translate any input text to English."""
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try:
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translated = GoogleTranslator(source=src_lang, target='en').translate(text)
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return translated
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except Exception as e:
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return f"Translation error: {e}"
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def translate_from_english(text, target_lang):
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"""Translate English response back to user language."""
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try:
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translated = GoogleTranslator(source='en', target=target_lang).translate(text)
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return translated
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except Exception as e:
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return f"Translation error: {e}"
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return translate_to_english, translate_from_english
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@st.cache_resource
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def load_chatbot_model():
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# Use a small multilingual model (or fine-tuned one from Hugging Face)
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chatbot = pipeline("text-generation", model="facebook/blenderbot-400M-distill")
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def get_chatbot_response(prompt):
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"""Generate chatbot reply using a transformer model."""
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result = chatbot(prompt, max_length=120, num_return_sequences=1)
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return result[0]['generated_text']
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return get_chatbot_response
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translate_to_english, translate_from_english = load_translator()
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get_chatbot_response = load_chatbot_model()
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st.set_page_config(page_title="GUVI Multilingual Chatbot", layout="centered")
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st.title("🤖 GUVI Multilingual Chatbot")
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st.write("Chat with AI in your own language!")
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# User selects language
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language = st.selectbox("Select your language:",
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["en", "ta", "hi", "ml", "te", "bn", "fr", "es"])
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user_input = st.text_input("You:", "")
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if st.button("Send"):
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if user_input:
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# Step 1: Translate to English
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english_text = translate_to_english(user_input, src_lang=language)
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# Step 2: Get GPT response
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english_reply = get_chatbot_response(english_text)
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# Step 3: Translate back
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final_reply = translate_from_english(english_reply, target_lang=language)
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st.markdown(f"**Bot:** {final_reply}")
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