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  1. docs/en/docs/benchmarks.md

        * If you didn't use FastAPI and used Starlette directly (or another tool, like Sanic, Flask, Responder, etc) you would have to implement all the data validation and serialization yourself. So, your final application would still have the same overhead as if it was built using FastAPI. And in many cases, this data validation and serialization is the biggest amount of code written in...
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  2. docs/en/docs/alternatives.md

    ### <a href="https://www.hug.rest/" class="external-link" target="_blank">Hug</a>
    
    Hug was one of the first frameworks to implement the declaration of API parameter types using Python type hints. This was a great idea that inspired other tools to do the same.
    
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  3. docs/en/docs/tutorial/security/first-steps.md

        * If the token contains `foobar`, the content of the `Authorization` header would be: `Bearer foobar`.
    
    ## **FastAPI**'s `OAuth2PasswordBearer`
    
    **FastAPI** provides several tools, at different levels of abstraction, to implement these security features.
    
    In this example we are going to use **OAuth2**, with the **Password** flow, using a **Bearer** token. We do that using the `OAuth2PasswordBearer` class.
    
    !!! info
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  4. docs/en/docs/tutorial/security/oauth2-jwt.md

    But it provides you the tools to simplify the process as much as possible without compromising flexibility, robustness, or security.
    
    And you can use and implement secure, standard protocols, like OAuth2 in a relatively simple way.
    
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  5. docs/en/docs/deployment/concepts.md

    ### We Make Mistakes
    
    We, as humans, make **mistakes**, all the time. Software almost *always* has **bugs** hidden in different places. 🐛
    
    And we as developers keep improving the code as we find those bugs and as we implement new features (possibly adding new bugs too 😅).
    
    ### Small Errors Automatically Handled
    
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  6. docs/fr/docs/async.md

    Vous et votre crush 😍 mangez les burgers 🍔 et passez un bon moment ✨.
    
    ---
    
    Imaginez que vous êtes l'ordinateur / le programme 🤖 dans cette histoire.
    
    Pendant que vous faites la queue, vous être simplement inactif 😴, attendant votre tour, ne faisant rien de "productif". Mais la queue est rapide car le serveur 💁 prend seulement les commandes (et ne les prépare pas), donc tout va bien.
    
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  7. docs/en/docs/release-notes.md

    * Add link to Chinese article in [External Links](https://fastapi.tiangolo.com/external-links/). PR [810](https://github.com/tiangolo/fastapi/pull/810) by [@wxq0309](https://github.com/wxq0309).
    * Implement `OAuth2AuthorizationCodeBearer` class. PR [#797](https://github.com/tiangolo/fastapi/pull/797) by [@kuwv](https://github.com/kuwv).
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  8. docs/en/docs/advanced/openapi-callbacks.md

    That documentation will show up in the Swagger UI at `/docs` in your API, and it will let external developers know how to build the *external API*.
    
    This example doesn't implement the callback itself (that could be just a line of code), only the documentation part.
    
    !!! tip
        The actual callback is just an HTTP request.
    
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  9. docs/en/docs/advanced/openapi-webhooks.md

    This can make it a lot easier for your users to **implement their APIs** to receive your **webhook** requests, they might even be able to autogenerate some of their own API code.
    
    !!! info
        Webhooks are available in OpenAPI 3.1.0 and above, supported by FastAPI `0.99.0` and above.
    
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  10. docs/fr/docs/tutorial/body.md

    ```
    
    Tout comme pour la déclaration de paramètres de requête, quand un attribut de modèle a une valeur par défaut, il n'est pas nécessaire. Sinon, cet attribut doit être renseigné dans le corps de la requête. Pour rendre ce champ optionnel simplement, utilisez `None` comme valeur par défaut.
    
    Par exemple, le modèle ci-dessus déclare un "objet" JSON (ou `dict` Python) tel que :
    
    ```JSON
    {
        "name": "Foo",
        "description": "An optional description",
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