Publicação
Open Source ChatBot Prototype Using RAG and Structured Data for Academic Support
| Resumo: | This article presents the development of an open-source educational chatbot prototype for student support at Universidade Aberta. Combining large language models (LLM) with RAG (Retrieval-Augmented Generation) and integration with structured databases, the system responds to academic queries on courses, curriculum and administrative processes. Its modular architecture, classification and generation models, and test results demonstrate the technical feasibility of the solution. |
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| Autores principais: | Almeida, Pedro |
| Outros Autores: | Rocio, Vitor |
| Assunto: | chatbot RAG LLM chatbot RAG LLM |
| Ano: | 2026 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | unknown |
| Instituição associada: | Universidade Aberta |
| Idioma: | português |
| Origem: | Revista de Ciências da Computação |
| Resumo: | This article presents the development of an open-source educational chatbot prototype for student support at Universidade Aberta. Combining large language models (LLM) with RAG (Retrieval-Augmented Generation) and integration with structured databases, the system responds to academic queries on courses, curriculum and administrative processes. Its modular architecture, classification and generation models, and test results demonstrate the technical feasibility of the solution. |
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