Files
responder/docs/source/cli.rst
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kennethreitz bf17b02653 Add tutorials: REST API, SQLAlchemy, Flask migration. Rewrite CLI and API ref.
Three new tutorial pages:
- Building a REST API: full CRUD with Pydantic validation, from scratch
- Using SQLAlchemy: async engine, lifespan setup, CRUD with ORM
- Migrating from Flask: concept mapping, quick reference table,
  gradual migration via app mounting

Also rewritten:
- CLI docs: cleaner, more concise
- API reference: added prose descriptions for each section

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-22 13:34:01 -04:00

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Command Line Interface
======================
Responder installs a ``responder`` command that lets you launch
applications from the terminal. You can point it at a Python module,
a local file, or even a URL — and it will find your ``API`` instance
and start serving.
Launching from a Module
-----------------------
The most common way to run a Responder application in production. Use
Python's standard dotted module path::
$ responder run acme.app
This imports ``acme.app`` and looks for an attribute called ``api``
(a ``responder.API`` instance). It's the same import system Python
uses everywhere — your ``PYTHONPATH`` and virtual environment are
respected.
Launching from a File
---------------------
During development, you often have a single file you want to run::
$ responder run helloworld.py
This loads the file directly and starts the server. Quick and easy for
prototyping and single-file applications.
You can test it with a simple HTTP request::
$ curl http://127.0.0.1:5042/hello
hello, world!
Launching from a URL
--------------------
Responder can fetch and run a Python file from any URL — great for
demos, sharing examples, and running code from GitHub::
$ responder run https://github.com/kennethreitz/responder/raw/refs/heads/main/examples/helloworld.py
This also works with ``github://`` URLs and any filesystem protocol
supported by `fsspec <https://filesystem-spec.readthedocs.io/>`_::
$ responder run github://kennethreitz:responder@/examples/helloworld.py
Cloud storage is supported too — Azure Blob Storage, Google Cloud
Storage, S3, HDFS, SFTP, and more. Install ``fsspec[full]`` for all
protocols::
$ uv pip install 'fsspec[full]'
Custom Instance Names
---------------------
By default, Responder looks for an attribute called ``api``. If your
application uses a different name, specify it with a colon::
$ responder run acme.app:service
$ responder run myapp.py:application
For URLs, use a fragment::
$ responder run https://example.com/app.py#service
Building Frontend Assets
-------------------------
If your project includes a JavaScript frontend with a ``package.json``,
the ``build`` subcommand runs ``npm run build``::
$ responder build
$ responder build /path/to/frontend