}

.termy [data-termynal] {
  white-space: pre-wrap;
}

a.external-link {
  /* For right to left languages */
  direction: ltr;
  display: inline-block;
}

a.external-link::after {
  /* \00A0 is a non-breaking space
        to make the mark be on the same line as the link
    */
  content: "\00A0[↪]";
}

a.internal-link::after {
  /* \00A0 is a non-breaking space

rootdir: /home/user/code/superawesome-cli/app
plugins: forked-1.1.3, xdist-1.31.0, cov-2.8.1
collected 6 items

---> 100%

test_main.py <span style="color: green; white-space: pre;">......                            [100%]</span>

<span style="color: green;">================= 1 passed in 0.03s =================</span>
```

Ardından, programcıların en iyi arkadaşı olan otomatik tamamlama ile denediniz.

'first_name', ardından bir nokta ('.') yazıp otomatik tamamlamayı tetiklemek için 'Ctrl+Space' tuşlarına bastınız.

Ancak, ne yazık ki, yararlı hiçbir şey elde edemediniz:

<img src="/img/python-types/image01.png">

### Tipleri ekle

Önceki sürümden sadece bir satırı değiştirelim.

Luego lo intentas con el viejo amigo de los programadores, el auto-completado del editor.

Escribes el primer parámetro de la función `first_name`, luego un punto (`.`) y luego presionas `Ctrl+Space` para iniciar el auto-completado.

Tristemente, no obtienes nada útil:

<img src="https://fastapi.tiangolo.com/img/python-types/image01.png">

### Añade tipos

Em seguida, tente com o velho amigo do programador, o preenchimento automático do editor.

Você digita o primeiro parâmetro da função, `first_name`, depois um ponto (`.`) e, em seguida, pressiona `Ctrl + Space` para acionar a conclusão.

Mas, infelizmente, você não obtém nada útil:

<img src="/img/python-types/image01.png">

### Adicionar tipos

Vamos modificar uma única linha da versão anterior.

rootdir: /home/user/code/superawesome-cli/app
plugins: forked-1.1.3, xdist-1.31.0, cov-2.8.1
collected 6 items

---> 100%

test_main.py <span style="color: green; white-space: pre;">......                            [100%]</span>

<span style="color: green;">================= 1 passed in 0.03s =================</span>
```

现在假设你将从头开始编写这段程序。

在某一时刻，你开始定义函数，并且准备好了参数...。

现在你需要调用一个"将第一个字母转换为大写形式的方法"。

等等，那个方法是什么来着？`upper`？还是 `uppercase`？`first_uppercase`？`capitalize`？

然后你尝试向程序员老手的朋友——编辑器自动补全寻求帮助。

输入函数的第一个参数 `first_name`，输入点号（`.`）然后敲下 `Ctrl+Space` 来触发代码补全。

但遗憾的是并没有起什么作用：

<img src="https://fastapi.tiangolo.com/img/python-types/image01.png">

### 添加类型

让我们来修改上面例子的一行代码。

我们将把下面这段代码中的函数参数从：

```Python
    first_name, last_name
```

## Modelle für maschinelles Lernen mit spaCy und FastAPI

GitHub: <a href="https://github.com/microsoft/cookiecutter-spacy-fastapi" class="external-link" target="_blank">https://github.com/microsoft/cookiecutter-spacy-fastapi</a>

### Modelle für maschinelles Lernen mit spaCy und FastAPI – Funktionen

* **spaCy** NER-Modellintegration.
* **Azure Cognitive Search**-Anforderungsformat integriert.

## Modelos de Aprendizado de Máquina com spaCy e FastAPI

GitHub: <a href="https://github.com/microsoft/cookiecutter-spacy-fastapi" class="external-link" target="_blank">https://github.com/microsoft/cookiecutter-spacy-fastapi</a>

### Modelos de Aprendizado de Máquina com spaCy e FastAPI - Recursos

* Integração com modelo NER **spaCy**.
* Formato de requisição **Busca Cognitiva Azure** acoplado.

## Modèles d'apprentissage automatique avec spaCy et FastAPI

GitHub : <a href="https://github.com/microsoft/cookiecutter-spacy-fastapi" class="external-link" target="_blank">https://github.com/microsoft/cookiecutter-spacy-fastapi</a>

## Modèles d'apprentissage automatique avec spaCy et FastAPI - Fonctionnalités

* Intégration d'un modèle NER **spaCy**.
* Formatage de requête pour **Azure Cognitive Search**.