```python
>>> import tensorflow as tf
>>> tf.add(1, 2).numpy()
3
>>> hello = tf.constant('Hello, TensorFlow!')
>>> hello.numpy()
b'Hello, TensorFlow!'
```

For more examples, see the
[TensorFlow Tutorials](https://www.tensorflow.org/tutorials/).

## Contribution guidelines

**If you want to contribute to TensorFlow, be sure to review the
[Contribution Guidelines](CONTRIBUTING.md). This project adheres to TensorFlow's

- **[Gradle Community Resources](https://community.gradle.org/resources/)**: Discover a range of resources, tutorials, and guides to support your Gradle journey, from foundational concepts to advanced practices.

---

### 💬 **Community Support & Resources**

* Security - HTTPS
* Running on startup
* Restarts
* **Replication (the number of processes running)**
* Memory
* Previous steps before starting

Up to this point, with all the tutorials in the docs, you have probably been running a **server program**, for example, using the `fastapi` command, that runs Uvicorn, running a **single process**.

/// tip

You don't need to see the code in `./scripts/docs.py`, you just use it in the command line.

///

All the documentation is in Markdown format in the directory `./docs/en/`.

Many of the tutorials have blocks of code.

In most of the cases, these blocks of code are actual complete applications that can be run as is.

<img src="/img/tutorial/generate-clients/image02.png">

보낼 페이로드에 대해서도 자동 완성이 제공됩니다:

<img src="/img/tutorial/generate-clients/image03.png">

/// tip | 팁

`name`과 `price`에 대한 자동 완성은 FastAPI 애플리케이션에서 `Item` 모델에 정의된 내용입니다.

///

전송하는 데이터에 대해 인라인 오류도 표시됩니다:

<img src="/img/tutorial/generate-clients/image04.png">

응답 객체도 자동 완성을 제공합니다:

现在你可以导入并使用客户端代码了。它可能是这样，并且你会发现方法有自动补全：

<img src="/img/tutorial/generate-clients/image02.png">

要发送的载荷也会有自动补全：

<img src="/img/tutorial/generate-clients/image03.png">

/// tip | 提示

请注意 `name` 和 `price` 的自动补全，它们是在 FastAPI 应用中的 `Item` 模型里定义的。

///

你发送的数据如果不符合要求，会在编辑器中显示内联错误：

<img src="/img/tutorial/generate-clients/image04.png">

响应对象同样有自动补全：

<img src="/img/tutorial/generate-clients/image05.png">

現在你可以匯入並使用用戶端程式碼。大致看起來會像這樣，你會發現方法有自動完成：

<img src="/img/tutorial/generate-clients/image02.png">

你也會對要送出的有效載荷獲得自動完成：

<img src="/img/tutorial/generate-clients/image03.png">

/// tip

注意 `name` 與 `price` 的自動完成，這是由 FastAPI 應用中的 `Item` 模型所定義。

///

你在送出的資料上也會看到行內錯誤：

<img src="/img/tutorial/generate-clients/image04.png">

回應物件同樣有自動完成：

<img src="/img/tutorial/generate-clients/image05.png">

<img src="/img/tutorial/generate-clients/image02.png">

Sie werden auch eine automatische Vervollständigung für die zu sendende Payload erhalten:

<img src="/img/tutorial/generate-clients/image03.png">

/// tip | Tipp

Artık client code'u import edip kullanabilirsiniz. Şuna benzer görünebilir; method'lar için otomatik tamamlama aldığınıza dikkat edin:

<img src="/img/tutorial/generate-clients/image02.png">

Ayrıca gönderilecek payload için de otomatik tamamlama alırsınız:

<img src="/img/tutorial/generate-clients/image03.png">

/// tip | İpucu

Agora você pode importar e usar o código do cliente. Poderia ser assim, observe que você obtém preenchimento automático para os métodos:

<img src="/img/tutorial/generate-clients/image02.png">

Você também obterá preenchimento automático para o corpo a ser enviado:

<img src="/img/tutorial/generate-clients/image03.png">

/// tip | Dica