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Create telegram_bot.py
Browse files- src/telegram_bot.py +45 -0
src/telegram_bot.py
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# src/telegram_bot.py
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import os
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import telebot
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from langchain.chains import RetrievalQA
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from langchain_community.llms import HuggingFaceEndpoint
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from retriever import get_retriever
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BOT_TOKEN = os.getenv("TELEGRAM_BOT_TOKEN")
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HF_TOKEN = os.getenv("HUGGINGFACEHUB_API_TOKEN")
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bot = telebot.TeleBot(BOT_TOKEN)
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retriever = get_retriever()
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llm = HuggingFaceEndpoint(repo_id="tiiuae/falcon-7b-instruct", huggingfacehub_api_token=HF_TOKEN)
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qa_chain = RetrievalQA.from_chain_type(llm=llm, retriever=retriever)
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user_lang_pref = {}
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@bot.message_handler(commands=['start'])
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def send_welcome(message):
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bot.reply_to(message, "Welcome to KnowYourRight Bot! Reply with '1' for English or '2' for Pidgin.")
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user_lang_pref[message.chat.id] = None
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@bot.message_handler(func=lambda m: user_lang_pref.get(m.chat.id) is None)
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def set_language(message):
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if message.text.strip() == "1":
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user_lang_pref[message.chat.id] = "english"
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bot.reply_to(message, "Okay! Ask me your question in English.")
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elif message.text.strip() == "2":
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user_lang_pref[message.chat.id] = "pidgin"
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bot.reply_to(message, "Okay! Ask me your question in Pidgin.")
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else:
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bot.reply_to(message, "Please type 1 for English or 2 for Pidgin.")
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@bot.message_handler(func=lambda m: user_lang_pref.get(m.chat.id) is not None)
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def handle_query(message):
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lang_choice = user_lang_pref[message.chat.id]
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query = message.text
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if lang_choice == "pidgin":
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query = f"Answer in Nigerian Pidgin: {query}"
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result = qa_chain.run(query)
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bot.reply_to(message, result)
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if __name__ == "__main__":
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bot.polling()
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