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This paper presents a deep learning-based chatbot system for answering frequently asked questions in the Amharic language at universities, achieving 91.55% accuracy using neural networks with TensorFlow and Keras. The system addresses Amharic-specific linguistic challenges including morphological variation and lexical gaps, and was deployed on Facebook Messenger via Heroku.