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English Information

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Authors
# Name
1 Cairo Gabriel Castadini Cruz(cairo.cruz@ufu.br)
2 Paulo Henrique Ribeiro Gabriel(phrg@ufu.br)

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Reference
# Reference
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2 BRASIL (2006). Lei n. 11.340, de 7 de agosto de 2006 – Lei Maria da Penha. Diário Oficial da União, n. 151.
3 CONSELHO NACIONAL DE JUSTIÇA (2020). Formulário Nacional de Avaliação de Risco – Resolução Conjunta CNJ/CNMP n. 5/2020.
4 CREWAI (2024). CrewAI: Multi-agent orchestration framework. https://crewai.com/docs.
5 DHAYAKAR, D. (2025). Multi-agent architecture for enterprise AI orchestration. Journal of Computational Analysis and Application, 34(11):155–165.
6 GOLDSTICK, J. E. and JAY, J. (2022). Agent-based modeling: an underutilized tool in community violence research. Current Epidemiology Reports, 9:135–141.
7 HASSAN, M. H., MOSTAFA, S. A., MUSTAPHA, A., WAHAB, M. H. A., and NOR, D. M. (2018). A survey of multi-agent system approach in risk assessment. In International Symposium on Agent, Multi-Agent Systems and Robotics, pages 51–56. IEEE.
8 LEWIS, P., PEREZ, E., PIKTUS, A., PETRONI, F., KARPUKHIN, V., GOYAL, N., KÜTTLER, H., LEWIS, M., YIH, W.-t., ROCKTÄSCHEL, T., RIEDEL, S., and KIELA, D. (2020). Retrieval-augmented generation for knowledge-intensive NLP tasks. In Advances in Neural Information Processing Systems, volume 33, pages 9459–9474.
9 NANUA, S., STEWARD, R., NEELY, B., DATTO, M., and YOUENS, K. (2025). Retrieval-augmented generation for interpreting clinical regulatory questions. Journal of Pathology Informatics, 19:100520.
10 REIMERS, N. and GUREVYCH, I. (2019). Sentence-BERT: Sentence embeddings using Siamese BERT-networks. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing, pages 3982–3992.
11 SIMON, H. A. (1955). A behavioral model of rational choice. The Quarterly Journal of Economics, 69(1):99–118.
12 STANLEY, N. and HUMPHREYS, C. (2014). Multi-agency risk assessment and management for domestic violence. Children and Youth Services Review, 47:78–85.
13 STONE, P. and VELOSO, M. (2000). Multiagent systems: A survey from a machine learning perspective. Autonomous Robots, 8(3):345–383.
14 WOOLDRIDGE, M. (2009). An Introduction to MultiAgent Systems. John Wiley & Sons.