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Update app.py
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app.py
CHANGED
@@ -1,10 +1,6 @@
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import gradio as gr
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from huggingface_hub import InferenceClient
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import logging # For analytics
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# Use Arabic-optimized model
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client = InferenceClient("aubmindlab/aragpt2-base")
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# Omdurman National Bank-specific guidelines
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ONB_GUIDELINES = {
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"balance": "يمكنك التحقق من رصيدك عبر الإنترنت أو عبر تطبيق الهاتف الخاص ببنك أم درمان الوطني.",
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@@ -31,46 +27,21 @@ logging.basicConfig(filename='chatbot_queries.log', level=logging.INFO)
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def respond(
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message: str,
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history: list[list[str]],
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system_message="أنت مساعد مصرفي لبنك أم درمان الوطني. قدم معلومات عامة فقط.",
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max_tokens=256,
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temperature=0.5,
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top_p=0.9,
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):
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# Log the query
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logging.info(f"Query: {message}")
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# Check for Sudanese dialect phrases
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if message in SUDANESE_EXAMPLES:
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return
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# Force Arabic responses
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prompt = f"باللغة العربية: {message}"
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#
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messages.append({"role": "user", "content": user_msg})
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if bot_msg:
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messages.append({"role": "assistant", "content": bot_msg})
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messages.append({"role": "user", "content": prompt})
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# Generate Arabic response
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response = ""
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for chunk in client.text_generation(
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prompt=prompt,
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max_new_tokens=max_tokens,
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stream=True,
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temperature=temperature,
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top_p=top_p,
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repetition_penalty=1.2,
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stop_sequences=["\n", "؟", "!"], # Stop at natural sentence endings
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):
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response += chunk
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yield response
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# Omdurman National Bank-specific interface
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with gr.Blocks(css=".gradio-container {direction: rtl;}") as demo:
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import gradio as gr
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import logging # For analytics
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# Omdurman National Bank-specific guidelines
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ONB_GUIDELINES = {
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"balance": "يمكنك التحقق من رصيدك عبر الإنترنت أو عبر تطبيق الهاتف الخاص ببنك أم درمان الوطني.",
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def respond(
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message: str,
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history: list[list[str]],
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):
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# Log the query
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logging.info(f"Query: {message}")
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# Check for Sudanese dialect phrases
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if message in SUDANESE_EXAMPLES:
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return SUDANESE_EXAMPLES[message]
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# Check for specific keywords in the message
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for keyword, response in ONB_GUIDELINES.items():
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if keyword in message:
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return response
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# Default response if no keyword is matched
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return "عذرًا، لم أفهم سؤالك. الرجاء إعادة الصياغة أو اختيار أحد الخيارات التالية: " + ", ".join(ONB_GUIDELINES.keys())
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# Omdurman National Bank-specific interface
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with gr.Blocks(css=".gradio-container {direction: rtl;}") as demo:
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