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  2. github.com/tiangolo/fastapi

    docs/en/docs/fastapi-cli.md 

    ## `fastapi run`

When you run `fastapi run`, it will run on production mode by default.

It will have **auto-reload disabled** by default.

It will listen on the IP address `0.0.0.0`, which means all the available IP addresses, this way it will be publicly accessible to anyone that can communicate with the machine. This is how you would normally run it in production, for example, in a container.
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  3. github.com/tiangolo/fastapi

    docs/en/docs/features.md 

    * Seriously impressive performance. It is <a href="https://github.com/encode/starlette#performance" class="external-link" target="_blank">one of the fastest Python frameworks available, on par with **NodeJS** and **Go**</a>.
* **WebSocket** support.
* In-process background tasks.
* Startup and shutdown events.
* Test client built on HTTPX.
* **CORS**, GZip, Static Files, Streaming responses.
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  4. github.com/tiangolo/fastapi

    docs/en/docs/tutorial/dependencies/index.md 

    "plug-ins" can be built using the **Dependency Injection** system. But in fact, there is actually **no need to create "plug-ins"**, as by using dependencies it's possible to declare an infinite number of integrations and interactions that become available to your *path operation functions*.

And dependencies can be created in a very simple and intuitive way that allows you to just import the Python packages you need, and integrate them with your API functions in a couple of lines of code,...
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  5. github.com/tiangolo/fastapi

    docs/en/docs/tutorial/request-files.md 

        You could also use `from starlette.responses import HTMLResponse`.

    **FastAPI** provides the same `starlette.responses` as `fastapi.responses` just as a convenience for you, the developer. But most of the available responses come directly from Starlette.

### Multiple File Uploads with Additional Metadata

And the same way as before, you can use `File()` to set additional parameters, even for `UploadFile`:

=== "Python 3.9+"
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  6. github.com/tiangolo/fastapi

    docs/en/docs/advanced/custom-response.md 

    <img src="/img/tutorial/custom-response/image01.png">

## Available responses

Here are some of the available responses.

Keep in mind that you can use `Response` to return anything else, or even create a custom sub-class.

!!! note "Technical Details"
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  7. github.com/tiangolo/fastapi

    docs/en/docs/advanced/response-headers.md 

        **FastAPI** provides the same `starlette.responses` as `fastapi.responses` just as a convenience for you, the developer. But most of the available responses come directly from Starlette.

    And as the `Response` can be used frequently to set headers and cookies, **FastAPI** also provides it at `fastapi.Response`.

## Custom Headers
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  8. github.com/tiangolo/fastapi

    docs/en/docs/advanced/response-directly.md 

        You could also use `from starlette.responses import JSONResponse`.

    **FastAPI** provides the same `starlette.responses` as `fastapi.responses` just as a convenience for you, the developer. But most of the available responses come directly from Starlette.

## Returning a custom `Response`
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  9. github.com/tiangolo/fastapi

    docs/en/docs/how-to/extending-openapi.md 

    * `routes`: A list of routes, these are each of the registered *path operations*. They are taken from `app.routes`.

!!! info
    The parameter `summary` is available in OpenAPI 3.1.0 and above, supported by FastAPI 0.99.0 and above.

## Overriding the defaults
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  10. github.com/tiangolo/fastapi

    fastapi/openapi/docs.py 

        <title>{title}</title>
    </head>
    <body>
    <div id="swagger-ui">
    </div>
    <script src="{swagger_js_url}"></script>
    <!-- `SwaggerUIBundle` is now available on the page -->
    <script>
    const ui = SwaggerUIBundle({{
        url: '{openapi_url}',
    """

    for key, value in current_swagger_ui_parameters.items():
    Python
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  11. github.com/tiangolo/fastapi

    fastapi/openapi/models.py 

        prefixItems: Optional[List["SchemaOrBool"]] = None
    # TODO: uncomment and remove below when deprecating Pydantic v1
    # It generales a list of schemas for tuples, before prefixItems was available
    # items: Optional["SchemaOrBool"] = None
    items: Optional[Union["SchemaOrBool", List["SchemaOrBool"]]] = None
    contains: Optional["SchemaOrBool"] = None
    properties: Optional[Dict[str, "SchemaOrBool"]] = None
    Python
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