https://repositorio.ifpe.edu.br/xmlui/handle/123456789/494 2026-07-08T02:05:43Z 2026-07-08T02:05:43Z https://repositorio.ifpe.edu.br/xmlui/handle/123456789/2212 2026-06-17T06:01:53Z 2026-03-09T00:00:00Z

Agente Inteligente baseado em LLM para orientação clinica em profilaxia pós- exposição a materiais biológicos Exposure to biological materials poses significant risks for HIV and other sexually transmitted infections, making the timely initiation and proper management of post-exposure prophylaxis (PEP) essential. Effective PEP, however, depends on accurate risk assessment, clear protocol guidance, and continuous follow-up—processes often limited by healthcare constraints and patient misunderstanding. These challenges may lead to delayed initiation or poor adherence to the 28-day regimen. To address this gap, this study presents a Large Language Model-based conversational Agent integrated with a Retrieval- Augmented Generation (RAG) framework to support patients undergoing PEP in Brazil. The Agent was assessed using a five-point Likert-scale questionnaire applied to eighteen medical specialists, who evaluated clinical accuracy, alignment with official protocols, empathy, and conversational coherence. The Agent’s responses were highly rated, with over 80% strong agreement across all evaluated dimensions. In the overall assessment, 77.8% of evaluators rated the system as high quality, while 16.7% considered it good with minor limitations, supporting its feasibility and potential applicability as a clinical guidance-support tool.

2026-03-09T00:00:00Z https://repositorio.ifpe.edu.br/xmlui/handle/123456789/2201 2026-05-29T06:01:15Z 2026-03-17T00:00:00Z

Utilização de um LLM local com RAG para auxiliar a fase de extração de dados de uma revisão sistemática da literatura Systematic Literature Review (SLR) is a research methodology that follows specific protocols and is widely used in academic work to summarize and synthesize evidence on a given topic of study, with its application growing in the field of Software Engineering. However, conducting an SLR is laborious, as it requires significant time and human resources. With recent advances in Artificial Intelligence, tools such as Large Language Models (LLMs), Generative Pre-trained Transformer (GPT), for example, and Retrieval-Augmented Generation (RAG) offer opportunities to reduce the manual effort in conducting these reviews. This study aims to investigate whether the use of a local LLM augmented with RAG can assist the data extraction phase of a systematic review. To this end, the Llama 3.2 model was used to extract data from a systematic mapping study containing 22 SLR articles whose contents were provided to the LLM using the RAG technique, and the responses generated by the model were compared with those already extracted by the authors of the mapping. The local LLM augmented with RAG achieved approximately 42% correct answers, demonstrating that it offers limited assistance to the researcher in relation to the data extraction phase of the RSL; however, most of the correct answers concerned bibliographic data from the articles, suggesting that the model can be used to obtain this data more easily.

2026-03-17T00:00:00Z https://repositorio.ifpe.edu.br/xmlui/handle/123456789/2185 2026-05-21T06:01:39Z 2026-03-17T00:00:00Z

Proposta de um evento de lazer inclusivo para crianças cegas e com baixa visão no Parque da Jaqueira na cidade do Recife. This work proposes the development of a pilot project for an inclusive event aimed at blind and low-vision children at Parque da Jaqueira, located in the city of Recife. The objective is to plan a playful initiative that promotes inclusive tourism and social integration among blind, low-vision and non-disabled children through recreational and cultural activities based on multisensory stimuli. Supported by professionals specialized in leisure and inclusion, the project aims to ensure the fulfillment of children’s rights. The research is justified by the scarcity of leisure initiatives directed at children with visual impairments in the capital of Pernambuco, especially in public social spaces. In this sense it highlights the importance of expanding inclusion practices beyond the school environment to include urban spaces such as parks and recreation areas. The methodology consists of qualitative research, of an exploratory and descriptive nature, grounded in a literature review on accessible tourism and social inclusion, in addition to the development of an operational plan for the event. As a result, it is expected to contribute to the strengthening of inclusive tourism practices and the promotion of access for visually impaired children to leisure activities in the city’s public spaces.

2026-03-17T00:00:00Z https://repositorio.ifpe.edu.br/xmlui/handle/123456789/2167 2026-05-13T06:01:14Z 2026-02-10T00:00:00Z

Relatório técnico-científico de estágio supervisionado monitoramento e fiscalização ambiental: uma prática integrada à formação em gestão ambiental instituição: secretaria de meio ambiente da cidade do Recife – Pernambuco (SMA) This report was developed with the purpose of describing the activities carried out during the period of the Supervised Internship of the Technologist in Environmental Management program, conducted from September 9, 2024, to September 8, 2025, at the Secretariat for the Environment of the city of Recife, within the Environmental Monitoring and Inspection Management sector. The supervised internship constitutes a fundamental stage of academic training, as it enables the practical application of the knowledge acquired throughout the three years of the program, contributing to the student’s professional and personal development. Among the activities performed, the monitoring of the inspection team during field inspections related to water pollution, soil pollution, noise pollution, infractions against flora, and environmental offenses against public administration stands out, in accordance with Municipal Decree No. 30,324/2017, as well as the environmental monitoring of reported areas, contributing to the improvement of environmental management and control within the municipality.

2026-02-10T00:00:00Z