Campus Bot Revolution - Kalra, Gourav;Gupta, Arun Kumar;Singh, Bikram Jit
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This book explores the transformative role of generative AI in enhancing student services within universities. As traditional helpdesks and FAQ systems struggle to meet the demands of today's dynamic academic environments, the authors propose a context-aware, AI-powered chatbot tailored for educational institutions. Leveraging natural language processing and fine-tuned large language models, the system dynamically handles complex and multi-turn queries, offering real-time, human-like responses. Integrated into a scalable, web-based platform powered by FastAPI, the chatbot reduces…mehr

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Produktbeschreibung
This book explores the transformative role of generative AI in enhancing student services within universities. As traditional helpdesks and FAQ systems struggle to meet the demands of today's dynamic academic environments, the authors propose a context-aware, AI-powered chatbot tailored for educational institutions. Leveraging natural language processing and fine-tuned large language models, the system dynamically handles complex and multi-turn queries, offering real-time, human-like responses. Integrated into a scalable, web-based platform powered by FastAPI, the chatbot reduces administrative workload and improves user experience. The book offers both technical guidance and strategic insight, positioning AI as a catalyst for smarter, more responsive campuses.
Autorenporträt
Dr. Gourav Kalra, Dr. Arun Kumar Gupta, and Dr. Bikram Jit Singh are accomplished academicians and researchers in Mechanical Engineering at MM(DU), Mullana. With strong expertise in AI, ML, and smart systems, they have contributed extensively through research, patents, and academic leadership in engineering education.