Márcia de Sousa, Gabriel Oliveira, Lucas Alves, and Cleilton Rocha. 2026. A Resilient RAGOps Architecture for Chatbots over Knowledge Bases Derived from Multimodal Artifacts. In Anais do XXIII Encontro Nacional de Inteligência Artificial e Computacional, outubro 19, 2026, Cuiabá/MT, Brasil. SBC, Porto Alegre, Brasil, 694-705. DOI: https://doi.org/10.5753/eniac.2026.30106.