@hugoparreao
AI Engineer
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Nov 24, 2025 · 15 min read · The history of natural language processing evaluation reveals a persistent pattern. Metrics created for one generation of technology become dangerously inadequate for the next. When statistical machine translation systems dominated the field, BLEU sc...
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Sep 2, 2025 · 12 min read · A crescente adoção da IA Generativa em aplicações empresariais tem evidenciado limitações críticas nos métodos tradicionais de engenharia de prompts. A concatenação de strings, formatação ad-hoc e ausência de estrutura modular têm se tornado obstácul...
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Jul 24, 2025 · 4 min read · What we see in this diagram is a context engineering architecture that goes far beyond simply writing a prompt and sending it to the model. System Prompt This serves as the backbone of the entire architecture, establishing the fundamental guidelines ...
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Jun 16, 2025 · 6 min read · Em um mundo onde a informação cresce exponencialmente, a capacidade de extrair conhecimento relevante de documentos de forma intuitiva tornou-se uma necessidade crítica. Imagine poder conversar naturalmente com seus documentos, fazer perguntas por vo...
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Jun 12, 2025 · 6 min read · Using AI-powered applications to boost productivity is one of the most essential practices for anyone working in tech today. It's about more than just using language models like LLMs or SLMs; it's crucial to learn how to get the most out of these too...
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