# cc-steer exemplars


Retrieve the exemplars the frontier refiner would see for a steering context.


``` bash
cc-steer exemplars [OPTIONS] CONTEXT
```


Embeds `context` and MMR-retrieves the most similar past steers from the built index (`cc-steer index`); an empty index errors. Requires the `embed` extra. This is stage 3's retrieval, surfaced for inspection.


<span class="gd-details-chevron" aria-hidden="true"></span>Full --help output


    Usage: cc-steer exemplars [OPTIONS] CONTEXT

      Retrieve the exemplars the frontier refiner would see for a steering
      context.

      Embeds ``context`` and MMR-retrieves the most similar past steers from the
      built index (``cc-steer index``); an empty index errors. Requires the
      ``embed`` extra. This is stage 3's retrieval, surfaced for inspection.

    Options:
      --k INTEGER  How many exemplars to retrieve.  [default: 5]
      --json       Emit the retrieved exemplars as JSON.
      --db FILE    Database path. Defaults to ~/.cc-steer/feedback.db.
      --help       Show this message and exit.


# Arguments


`CONTEXT: TEXT`  
Required.


# Options


`--k: INTEGER = 5`  
How many exemplars to retrieve.

`--json`  
Emit the retrieved exemplars as JSON.

`--db: FILE`  
Database path. Defaults to ~/.cc-steer/feedback.db.