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  1. docs/en/docs/advanced/openapi-callbacks.md

        When implementing the callback yourself, you could use something like <a href="https://www.python-httpx.org" class="external-link" target="_blank">HTTPX</a> or <a href="https://requests.readthedocs.io/" class="external-link" target="_blank">Requests</a>.
    
    ## Write the callback documentation code
    
    This code won't be executed in your app, we only need it to *document* how that *external API* should look like.
    
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  2. docs/en/docs/advanced/custom-response.md

    ```Python hl_lines="2  14"
    {!../../../docs_src/custom_response/tutorial007.py!}
    ```
    
    #### Using `StreamingResponse` with file-like objects
    
    If you have a file-like object (e.g. the object returned by `open()`), you can create a generator function to iterate over that file-like object.
    
    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.
    
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  3. docs/en/docs/async.md

    ## In a hurry?
    
    <abbr title="too long; didn't read"><strong>TL;DR:</strong></abbr>
    
    If you are using third party libraries that tell you to call them with `await`, like:
    
    ```Python
    results = await some_library()
    ```
    
    Then, declare your *path operation functions* with `async def` like:
    
    ```Python hl_lines="2"
    @app.get('/')
    async def read_results():
        results = await some_library()
        return results
    ```
    
    !!! note
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  4. docs/en/docs/tutorial/extra-models.md

    #### Unwrapping a `dict` and extra keywords
    
    And then adding the extra keyword argument `hashed_password=hashed_password`, like in:
    
    ```Python
    UserInDB(**user_in.dict(), hashed_password=hashed_password)
    ```
    
    ...ends up being like:
    
    ```Python
    UserInDB(
        username = user_dict["username"],
        password = user_dict["password"],
        email = user_dict["email"],
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  5. docs/en/docs/tutorial/security/simple-oauth2.md

    Password: `secret`
    
    <img src="/img/tutorial/security/image04.png">
    
    After authenticating in the system, you will see it like:
    
    <img src="/img/tutorial/security/image05.png">
    
    ### Get your own user data
    
    Now use the operation `GET` with the path `/users/me`.
    
    You will get your user's data, like:
    
    ```JSON
    {
      "username": "johndoe",
      "email": "******@****.***",
      "full_name": "John Doe",
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  6. docs/en/docs/advanced/websockets.md

    ```console
    $ pip install websockets
    
    ---> 100%
    ```
    
    </div>
    
    ## WebSockets client
    
    ### In production
    
    In your production system, you probably have a frontend created with a modern framework like React, Vue.js or Angular.
    
    And to communicate using WebSockets with your backend you would probably use your frontend's utilities.
    
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  7. docs/en/docs/help-fastapi.md

    # Help FastAPI - Get Help
    
    Do you like **FastAPI**?
    
    Would you like to help FastAPI, other users, and the author?
    
    Or would you like to get help with **FastAPI**?
    
    There are very simple ways to help (several involve just one or two clicks).
    
    And there are several ways to get help too.
    
    ## Subscribe to the newsletter
    
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  8. docs/en/docs/tutorial/security/oauth2-jwt.md

        For example, you could use it to read and verify passwords generated by another system (like Django) but hash any new passwords with a different algorithm like Bcrypt.
    
        And be compatible with all of them at the same time.
    
    Create a utility function to hash a password coming from the user.
    
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  9. docs/en/docs/alternatives.md

    It's relatively tightly coupled with relational databases (like MySQL or PostgreSQL), so, having a NoSQL database (like Couchbase, MongoDB, Cassandra, etc) as the main store engine is not very easy.
    
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  10. docs/en/docs/reference/staticfiles.md

    # Static Files - `StaticFiles`
    
    You can use the `StaticFiles` class to serve static files, like JavaScript, CSS, images, etc.
    
    Read more about it in the [FastAPI docs for Static Files](https://fastapi.tiangolo.com/tutorial/static-files/).
    
    You can import it directly from `fastapi.staticfiles`:
    
    ```python
    from fastapi.staticfiles import StaticFiles
    ```
    
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