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william4416
commited on
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•
54a06b3
1
Parent(s):
5179ce7
Update app.py
Browse files
app.py
CHANGED
@@ -12,6 +12,28 @@ qa_pipeline = pipeline("question-answering", model="distilbert-base-cased-distil
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tokenizer = AutoTokenizer.from_pretrained("microsoft/DialoGPT-large")
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model = AutoModelForCausalLM.from_pretrained("microsoft/DialoGPT-large")
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# Function to generate response using dialog generation model
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def generate_dialog_response(user_input):
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input_text = user_input + tokenizer.eos_token
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@@ -23,39 +45,5 @@ def generate_dialog_response(user_input):
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return response_text
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# Function to interactively retrieve user input
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def get_user_input():
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while True:
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try:
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# Print prompt and retrieve user input
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return input("You: ")
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except EOFError:
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# If EOFError occurs (e.g., Ctrl+D for EOF on Unix-like systems), inform the user and prompt again
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print("\nBot: EOFError occurred. Please provide input.")
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# Main function to interact with the user
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def main():
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print("Welcome! I'm the UTS Course Chatbot. How can I assist you today?")
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print("You can ask questions about UTS courses or type 'exit' to end the conversation.")
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try:
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while True:
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user_input = get_user_input()
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if user_input.lower() == 'exit':
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print("Bot: Exiting the program.")
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break
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elif "courses" in user_input.lower() and "available" in user_input.lower():
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field = user_input.split("in ")[1]
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courses = data['courses'].get(field, [])
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if courses:
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response = f"Courses in {field}: {', '.join(courses)}"
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else:
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response = f"No courses found in {field}."
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else:
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response = generate_dialog_response(user_input)
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print("Bot:", response)
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except KeyboardInterrupt:
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print("\nBot: Exiting the program.")
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if __name__ == "__main__":
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main()
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tokenizer = AutoTokenizer.from_pretrained("microsoft/DialoGPT-large")
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model = AutoModelForCausalLM.from_pretrained("microsoft/DialoGPT-large")
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# Main function to interact with the user
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def main():
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print("Welcome! I'm the UTS Course Chatbot. How can I assist you today?")
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print("You can ask questions about UTS courses or type 'exit' to end the conversation.")
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while True:
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user_input = input("You: ")
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if user_input.lower() == 'exit':
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print("Bot: Exiting the program.")
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break
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if "courses" in user_input.lower() and "available" in user_input.lower():
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field = user_input.split("in ")[-1]
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courses = data['courses'].get(field, [])
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if courses:
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response = f"Courses in {field}: {', '.join(courses)}"
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else:
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response = f"No courses found in {field}."
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else:
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response = generate_dialog_response(user_input)
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print("Bot:", response)
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# Function to generate response using dialog generation model
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def generate_dialog_response(user_input):
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input_text = user_input + tokenizer.eos_token
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return response_text
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if __name__ == "__main__":
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main()
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