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omesser committed Nov 29, 2022
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15 changes: 7 additions & 8 deletions content/docs/command-reference/apply-remote.md
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Expand Up @@ -20,14 +20,13 @@ Builtin clients:

## Description

Models which are deployed somewhere remotely or are being
[served](/doc/get-started/serving) locally, can have their methods called using
the `apply-remote` command. This command is similar to
[apply](/doc/command-reference/apply), with the only difference being the model
is deployed remotely using a deployment, or served locally. To access the
methods of the `served` model, a `client` is needed. Currently, the available
clients are `http` and `rmq` - which are used to launch requests against the
`fastapi` and `rmq` server types, correspondingly.
Models which are deployed somewhere remotely or are being served locally, can
have their methods called using the `apply-remote` command. This command is
similar to [apply](/doc/command-reference/apply), with the only difference being
the model is deployed remotely using a deployment, or served locally. To access
the methods of the `served` model, a `client` is needed. Currently, the
available clients are `http` and `rmq` - which are used to launch requests
against the `fastapi` and `rmq` server types, correspondingly.

## Options

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4 changes: 2 additions & 2 deletions content/docs/command-reference/build.md
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Expand Up @@ -34,5 +34,5 @@ images.

## Examples

For examples, please refer to [Get Started](/doc/get-started/building) or
[User Guide](/doc/user-guide/building).
For examples, please refer to the
[Building User Guide](/doc/user-guide/building).
7 changes: 2 additions & 5 deletions content/docs/command-reference/deployment/index.md
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Expand Up @@ -31,14 +31,11 @@ automatically used by MLEM to wire and expose endpoints on the application
server upon deployment. Applying data on the deployment is a very handy shortcut
of bulk inferring data on the served model.

> Currently, only `heroku` is supported as a target but more platforms will be
> added soon!
## Options

- `-h`, `--help` - Show this message and exit.

## Examples

For examples, please refer to [Get Started](/doc/get-started/deploying) or
[User Guide](/doc/user-guide/deploying).
For examples, please refer to [Get Started](/doc/get-started) tutorial or the
[Deploying User Guide](/doc/user-guide/deploying).
4 changes: 2 additions & 2 deletions content/docs/command-reference/serve.md
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Expand Up @@ -40,5 +40,5 @@ built-in client, or common HTTP clients, such as [`curl`](https://curl.se/) and

## Examples

For examples, please refer to [Get Started](/doc/get-started/serving) or
[User Guide](/doc/user-guide/serving).
For examples, please refer to [Get Started](/doc/get-started) tutorial or the
[Serving User Guide](/doc/user-guide/serving).
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