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We certify that ATHALIA CATAO DE ANDRADE MARIANO completed the online course "LangChain: criando chatbots inteligentes com RAG" with an estimated workload of estimated at 16 hours, performing 66 of 66 activities, in the period from 29/10/2025 to 03/12/2025.