That way, you don't have to read it all first in memory, and you can pass that generator function to the `StreamingResponse`, and return it.

This includes many libraries to interact with cloud storage, video processing, and others.

```{ .python .annotate hl_lines="2  10-12  14" }
{!../../docs_src/custom_response/tutorial008.py!}
```

constraints.ModCheck.message                = Le chiffre de contrôle pour ${value} n'est pas valide, la somme de contrôle ${modType} a échoué.
constraints.NotBlank.message                = {item} ne peut pas être vide.
constraints.NotEmpty.message                = {item} ne peut pas être vide.
constraints.ParametersScriptAssert.message  = l'expression de script "{script}" n'a pas été évaluée comme vraie.

## Create a Pull Request

You can [contribute](contributing.md){.internal-link target=_blank} to the source code with Pull Requests, for example:

* To fix a typo you found on the documentation.
* To share an article, video, or podcast you created or found about FastAPI by <a href="https://github.com/fastapi/fastapi/edit/master/docs/en/data/external_links.yml" class="external-link" target="_blank">editing this file</a>.

Sie können zum Quellcode mit Pull Requests [beitragen](contributing.md){.internal-link target=_blank}, zum Beispiel:

* Um einen Tippfehler zu beheben, den Sie in der Dokumentation gefunden haben.
* Um einen Artikel, ein Video oder einen Podcast über FastAPI zu teilen, den Sie erstellt oder gefunden haben, indem Sie <a href="https://github.com/fastapi/fastapi/edit/master/docs/en/data/external_links.yml" class="external-link" target="_blank">diese Datei bearbeiten</a>.

 * clicking a relative link on a specified page. For example:
 *
 * ```java
 * HttpUrl base = HttpUrl.parse("https://www.youtube.com/user/WatchTheDaily/videos");
 * HttpUrl link = base.resolve("../../watch?v=cbP2N1BQdYc");
 * System.out.println(link);
 * ```
 *
 * which prints:
 *
 * ```
 * https://www.youtube.com/watch?v=cbP2N1BQdYc
 * ```
 *

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