Publications

This poster presents IMRAG, an open-source retrieval-augmented generation (RAG) chatbot designed to make Canadian immigration policy documentation accessible to newcomers and researchers. The system indexes IRCC policy documents, parliamentary records, and community guidelines, enabling natural-language querying with cited government sources.

This paper introduces the Voyant Consortium as an international community of practice built around Voyant Tools, reporting on governance structure, multilingual translation initiatives, train-the-trainer hackathons, and early findings on adoption patterns across Global South institutions.