April 2025
Intermediate to advanced
530 pages
13h 37m
Portuguese (Portugal, Brazil)
Content preview from Criando serviços de IA generativa com a FastAPI
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AIA generativa (GenAI) está a tomar o mundo de assalto desde o lançamento de tecnologias como o ChatGPT. Este novo tipo de IA pode criar conteúdos em várias modalidades (como texto, áudio, vídeo, etc.), aprendendo a imitar padrões dos seus dados de treino. Com o crescente avanço das capacidades da GenAI, muitas empresas estão a investir em ferramentas de IA prontas a utilizar ou personalizadas. Estas ferramentas requerem serviços de backend sustentáveis e escaláveis que se possam adaptar à elevada procura.
Antes da IA generativa, os programadores tinham de escrever scripts e treinar modelos de otimização para criar automação e pipelines de dados para o processamento de dados não estruturados, como corpora de textos. No entanto, com a ascensão dos modelos de IA generativa, como os modelos de linguagem de grande dimensão (LLMs), podemos agora digerir, comparar e resumir conjuntos de dados e documentos não estruturados, reformular ideias complexas e gerar visualizações e ilustrações.
Embora a maior parte dos modelos generativos, como o ChatGPT, sejam excelentes no que fazem sozinhos, consegues imaginar as possibilidades quando os ligamos à Internet, às nossas próprias bases de dados e a outros serviços? Se pudermos "falar" com os nossos serviços emlinguagem natural ou dar-lhes alguma imagem, vídeo ou áudio e fazer com que façam coisas por nós, abrem-se ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.