KatzBot: Revolutionizing Academic Chatbot for Enhanced Communication

October 21, 2024 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Sahil Kumar, Deepa Paikar, Kiran Sai Vutukuri, Haider Ali, Shashidhar Reddy Ainala, Aditya Murli Krishnan, Youshan Zhang arXiv ID 2410.16385 Category cs.CL: Computation & Language Citations 3 Venue arXiv.org Repository https://github.com/AiAI-99/katzbot} Last Checked 2 months ago
Abstract
Effective communication within universities is crucial for addressing the diverse information needs of students, alumni, and external stakeholders. However, existing chatbot systems often fail to deliver accurate, context-specific responses, resulting in poor user experiences. In this paper, we present KatzBot, an innovative chatbot powered by KatzGPT, a custom Large Language Model (LLM) fine-tuned on domain-specific academic data. KatzGPT is trained on two university-specific datasets: 6,280 sentence-completion pairs and 7,330 question-answer pairs. KatzBot outperforms established existing open source LLMs, achieving higher accuracy and domain relevance. KatzBot offers a user-friendly interface, significantly enhancing user satisfaction in real-world applications. The source code is publicly available at \url{https://github.com/AiAI-99/katzbot}.
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