In the first half of 2024, fatal industrial accidents in Hong Kong increased compared to the previous year. Many of these accidents occur in the construction and manufacturing sectors, often involving hazardous materials and falling objects. Critics argue that the pressure to meet deadlines leads companies to overlook essential safety measures, and that enhancing safety protocols could prevent most accidents.
In the digital age, traditional public services face significant challenges, including inefficiency and outdated information. Large language models (LLMs), while impressive, struggle with "hallucinations" (generating fluent but incorrect responses) and a lack of domain-specific data, making them inadequate for high-accuracy demands. To address these issues, the Retrieval-Augmented Generation (RAG) framework has emerged as a transformative solution, offering greater accuracy and efficiency.