Researchers in Taiwan experimented with using RAG to improve LLM's ability to answer queries about the Taiwanese Hakka culture. The team combined data from the Ministry of Education's Cultural Knowledge Base and Hakka Dictionary along with other data sources focused on languae and geographic locations. Through this effort, the team aimed to demonstrate the value of integrating a translation function in LLMs to support generative AI technologies that reflect minority cultures.
Observatory of Examples of How Open Data and Generative AI Intersect
A growing observatory of examples of how open data from official sources and generative artificial intelligence (AI) are intersecting across domains and geographies.
Share your project for inclusion. We seek to learn from generative AI initiatives that use open government and research data across a Spectrum of Scenarios. More information on each scenario can be found in our report: A Fourth Wave of Open Data? Exploring the Spectrum of Scenarios for Open Data and Generative AI.