### Body

Folowing up after https://github.com/apache/airflow/pull/22613#issuecomment-1374530689 - seems that there is a new [rich-argparse](https://github.com/hamdanal/rich-argparse) project that might give us the option without rewriting Airflow's argument parsing to click (click has a number of possible performance issues that might impact airlfow's speed of CLI command parsing) 

Seems this might be rather easy thing to do (just adding the formatter class for argparse).

Would be nice if someone implements it and tests (also for performance of CLI).

### Committer

- [X] I acknowledge that I am a maintainer/committer of the Apache Airflow project.
("--color",),
    help="Do emit colored output (default: auto)",
    choices={ColorMode.ON, ColorMode.OFF, ColorMode.AUTO},
    default=ColorMode.AUTO,
)
ARG_VERSION_RANGE = Arg(
    ("-r", "--range"),
    help="Version range(start:end) for offline sql generation. Example: '2.0.2:2.2.3'",
    default=None,
)
ARG_REVISION_RANGE = Arg(
    ("--revision-range",),
    help=(
        "Migration revision range(start:end) to use for offline sql generation. "
        "Example: ``a13f7613ad25:7b2661a43ba3``"
    ),
    default=None,
)
ARG_DAG_ID_REQ_FLAG = Arg(
    ("-d", "--dag-id"), required=True, help="The id of the dag"
)  
ARG_NO_BACKFILL = Arg(
    ("--no-backfill",), help="filter all the backfill dagruns given the dag id", action="store_true"
)
ARG_STATE = Arg(("--state",), help="Only list the dag runs corresponding to the state")
ARG_DAG_ID_OPT = Arg(("-d", "--dag-id"), help="The id of the dag")
ARG_LIMIT = Arg(("--limit",), help="Return a limited number of records")
ARG_NUM_EXECUTIONS = Arg(
    ("-n", "--num-executions"),
    default=1,