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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/how-to/conditional-openapi.md

    * Make sure you have well defined Pydantic models for your request bodies and responses.
    * Configure any required permissions and roles using dependencies.
    * Never store plaintext passwords, only password hashes.
    * Implement and use well-known cryptographic tools, like Passlib and JWT tokens, etc.
    * Add more granular permission controls with OAuth2 scopes where needed.
    * ...etc.
    
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  3. 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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  4. 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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  5. 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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  6. 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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  7. 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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  8. 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. ๐Ÿ›
    
    And we as developers keep improving the code as we find those bugs and as we implement new features (possibly adding new bugs too ๐Ÿ˜…).
    
    ### Small Errors Automatically Handled
    
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  9. docs_src/metadata/tutorial001_1.py

    description = """
    ChimichangApp API helps you do awesome stuff. ๐Ÿš€
    
    ## Items
    
    You can **read items**.
    
    ## Users
    
    You will be able to:
    
    * **Create users** (_not implemented_).
    * **Read users** (_not implemented_).
    """
    
    app = FastAPI(
        title="ChimichangApp",
        description=description,
        summary="Deadpool's favorite app. Nuff said.",
        version="0.0.1",
    Python
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  10. docs/es/docs/advanced/response-directly.md

        **FastAPI** provee `starlette.responses` como `fastapi.responses`, simplemente como una conveniencia para ti, el desarrollador. Pero la mayorรญa de las respuestas disponibles vienen directamente de Starlette.
    
    ## Devolviendo una `Response` personalizada
    
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