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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Capítulo 3. Integração da IA e utilização de modelos
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Neste capítulo, aprenderás os mecanismos de vários modelos GenAI e como servi-los numa aplicação FastAPI. Além disso, utilizando o pacote Streamlit UI, criarás um cliente de browser simples para interagir com os pontos finais de serviço de modelos. Exploraremos diferentes estratégias de serviço de modelos, como pré-carregar modelos para obter eficiência e como utilizar as funcionalidades FastAPI paramonitorização de serviços.
Para solidificar o que aprendeste neste capítulo, vamos construir progressivamente um serviço FastAPI utilizando modelos GenAI de código aberto que geram texto, imagens, áudio e geometrias 3D, tudo a partir do zero. Em capítulos posteriores, vais construir a funcionalidade para analisar documentos e conteúdos Web para o teu serviço GenAI, para que possas falar com eles utilizando um modelo de linguagem.
Nota
No capítulo anterior, viste como configurar um novo projeto FastAPI ...
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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.