cortexlabs · ospillinger · Mar 24, 2021 · Mar 23, 2021 · Mar 23, 2021 · Mar 23, 2021
diff --git a/README.md b/README.md
@@ -4,9 +4,7 @@
 
 [Website](https://www.cortex.dev) • [Slack](https://community.cortex.dev) • [Docs](https://docs.cortex.dev)
 
-<br>
-
-# Deploy, manage, and scale machine learning models in production
+# Deploy machine learning models to production
 
 Cortex is a cloud native model serving platform for machine learning engineering teams.
 
@@ -36,6 +34,8 @@ $ cortex deploy apis.yaml
 all APIs are ready!
 ```
 
+<br>
+
 ## Manage
 
 * Create A/B tests and shadow pipelines with configurable traffic splitting.
@@ -51,11 +51,13 @@ image-classifier    batch       64
 video-analyzer      async       16
 ```
 
+<br>
+
 ## Scale
 
 * Configure workload and cluster autoscaling to efficiently handle large-scale production workloads.
 * Create clusters with different types of instances for different types of workloads.
-* Spend less on cloud infrastructure by letting Cortex manage spot or preemptible instances.
+* Spend less on cloud infrastructure by letting Cortex manage spot instances.
 
 ```text
 $ cortex cluster info

diff --git a/dev/generate_cli_md.sh b/dev/generate_cli_md.sh
@@ -42,9 +42,6 @@ commands=(
   "cluster configure"
   "cluster down"
   "cluster export"
-  "cluster-gcp up"
-  "cluster-gcp info"
-  "cluster-gcp down"
   "env configure"
   "env list"
   "env default"

diff --git a/docs/README.md b/docs/README.md
@@ -1 +1 @@
-**Please view our documentation at [docs.cortex.dev](https://docs.cortex.dev)**
+**Please read our documentation at [docs.cortex.dev](https://docs.cortex.dev)**
diff --git a/docs/clients/cli.md b/docs/clients/cli.md
@@ -12,7 +12,7 @@ Flags:
   -e, --env string      environment to use
   -f, --force           override the in-progress api update
   -y, --yes             skip prompts
-  -o, --output string   output format: one of pretty|json (default "pretty")
+  -o, --output string   output format: one of json (default "pretty")
   -h, --help            help for deploy
 ```
 
@@ -27,7 +27,7 @@ Usage:
 Flags:
   -e, --env string      environment to use
   -w, --watch           re-run the command every 2 seconds
-  -o, --output string   output format: one of pretty|json (default "pretty")
+  -o, --output string   output format: one of json (default "pretty")
   -v, --verbose         show additional information (only applies to pretty output format)
   -h, --help            help for get
 ```
@@ -57,7 +57,7 @@ Usage:
 Flags:
   -e, --env string      environment to use
   -f, --force           override the in-progress api update
-  -o, --output string   output format: one of pretty|json (default "pretty")
+  -o, --output string   output format: one of json (default "pretty")
   -h, --help            help for patch
 ```
 
@@ -72,7 +72,7 @@ Usage:
 Flags:
   -e, --env string      environment to use
   -f, --force           override the in-progress api update
-  -o, --output string   output format: one of pretty|json (default "pretty")
+  -o, --output string   output format: one of json (default "pretty")
   -h, --help            help for refresh
 ```
 
@@ -88,7 +88,7 @@ Flags:
   -e, --env string      environment to use
   -f, --force           delete the api without confirmation
   -c, --keep-cache      keep cached data for the api
-  -o, --output string   output format: one of pretty|json (default "pretty")
+  -o, --output string   output format: one of json (default "pretty")
   -h, --help            help for delete
 ```
 
@@ -170,57 +170,6 @@ Flags:
   -h, --help            help for export
 ```
 
-## cluster-gcp up
-
-```text
-spin up a cluster on gcp
-
-Usage:
-  cortex cluster-gcp up [CLUSTER_CONFIG_FILE] [flags]
-
-Flags:
-  -e, --configure-env string   name of environment to configure (default "gcp")
-  -y, --yes                    skip prompts
-  -h, --help                   help for up
-```
-
-## cluster-gcp info
-
-```text
-get information about a cluster
-
-Usage:
-  cortex cluster-gcp info [flags]
-
-Flags:
-  -c, --config string          path to a cluster configuration file
-  -n, --name string            name of the cluster
-  -p, --project string         gcp project id
-  -z, --zone string            gcp zone of the cluster
-  -e, --configure-env string   name of environment to configure
-  -d, --debug                  save the current cluster state to a file
-  -y, --yes                    skip prompts
-  -h, --help                   help for info
-```
-
-## cluster-gcp down
-
-```text
-spin down a cluster
-
-Usage:
-  cortex cluster-gcp down [flags]
-
-Flags:
-  -c, --config string    path to a cluster configuration file
-  -n, --name string      name of the cluster
-  -p, --project string   gcp project id
-  -z, --zone string      gcp zone of the cluster
-  -y, --yes              skip prompts
-      --keep-volumes     keep cortex provisioned persistent volumes
-  -h, --help             help for down
-```
-
 ## env configure
 
 ```text
@@ -243,7 +192,7 @@ Usage:
   cortex env list [flags]
 
 Flags:
-  -o, --output string   output format: one of pretty|json (default "pretty")
+  -o, --output string   output format: one of json (default "pretty")
   -h, --help            help for list
 ```
 

diff --git a/docs/clients/install.md b/docs/clients/install.md
@@ -33,4 +33,4 @@ By default, the Cortex CLI is installed at `/usr/local/bin/cortex`. To install t
 
 ## Changing the CLI/client configuration directory
 
-By default, the Cortex CLI/client creates a directory at `~/.cortex/` and uses it to store environment configuration. To use a different directory, export the `CORTEX_CLI_CONFIG_DIR` environment variable before running any `cortex` commands.
+By default, the CLI/client creates a directory at `~/.cortex/` and uses it to store environment configuration. To use a different directory, export the `CORTEX_CLI_CONFIG_DIR` environment variable before running any `cortex` commands.
diff --git a/docs/clients/python.md b/docs/clients/python.md
@@ -1,4 +1,4 @@
-# Python API
+# Python client
 
 * [cortex](#cortex)
   * [client](#client)
@@ -25,8 +25,7 @@
 client(env: str = None) -> Client
 ```
 
-Initialize a client based on the specified environment.
-If no environment name is passed, it will attempt using the default environment.
+Initialize a client based on the specified environment. If no environment is specified, it will attempt to use the default environment.
 
 **Arguments**:
 
@@ -43,17 +42,17 @@ If no environment name is passed, it will attempt using the default environment.
 new_client(name: str, operator_endpoint: str) -> Client
 ```
 
-Create a new environment to connect to an existing Cortex Cluster, and initialize a client to deploy and manage APIs on that cluster.
+Create a new environment to connect to an existing cluster, and initialize a client to deploy and manage APIs on that cluster.
 
 **Arguments**:
 
 - `name` - Name of the environment to create.
-- `operator_endpoint` - The endpoint for the operator of your Cortex Cluster. You can get this endpoint by running the CLI command `cortex cluster info` for an AWS provider or `cortex cluster-gcp info` for a GCP provider.
+- `operator_endpoint` - The endpoint for the operator of your Cortex cluster. You can get this endpoint by running the CLI command `cortex cluster info`.
 
 
 **Returns**:
 
-  Cortex client that can be used to deploy and manage APIs on a Cortex Cluster.
+  Cortex client that can be used to deploy and manage APIs on a cluster.
 
 ## env\_list
 

diff --git a/docs/clusters/aws/kubectl.md → docs/clusters/advanced/kubectl.md b/docs/clusters/aws/kubectl.md → docs/clusters/advanced/kubectl.md
@@ -1,6 +1,6 @@
-# Setting up kubectl
+# Setting up `kubectl`
 
-## Install kubectl
+## Install `kubectl`
 
 Follow these [instructions](https://kubernetes.io/docs/tasks/tools/install-kubectl).
 
@@ -16,13 +16,13 @@ aws --version  # should be >= 1.16
 aws configure
 ```
 
-## Update kubeconfig
+## Update `kubeconfig`
 
 ```bash
 aws eks update-kubeconfig --name=<cluster_name> --region=<region>
 ```
 
-## Test kubectl
+## Test `kubectl`
 
 ```bash
 kubectl get pods

diff --git a/docs/clusters/registry.md → docs/clusters/advanced/registry.md b/docs/clusters/registry.md → docs/clusters/advanced/registry.md
@@ -1,8 +1,8 @@
 # Private Docker registry
 
-## Install and configure kubectl
+## Configuring `kubectl`
 
-Follow the instructions for [AWS](aws/kubectl.md) or [GCP](gcp/kubectl.md).
+Follow the instructions [here](kubectl.md).
 
 ## Setting credentials
 

diff --git a/docs/clusters/aws/multi-instance-type.md b/docs/clusters/aws/multi-instance-type.md
diff --git a/docs/clusters/aws/security.md b/docs/clusters/aws/security.md
diff --git a/docs/clusters/gcp/credentials.md b/docs/clusters/gcp/credentials.md
Original file line number	Diff line number	Diff line change
		@@ -1 +1 @@
		Please view our documentation at [docs.cortex.dev](https://docs.cortex.dev)
		Please read our documentation at [docs.cortex.dev](https://docs.cortex.dev)
Original file line number	Diff line number	Diff line change
Expand Up		@@ -33,4 +33,4 @@ By default, the Cortex CLI is installed at `/usr/local/bin/cortex`. To install t

		## Changing the CLI/client configuration directory

		By default, the Cortex CLI/client creates a directory at `~/.cortex/` and uses it to store environment configuration. To use a different directory, export the `CORTEX_CLI_CONFIG_DIR` environment variable before running any `cortex` commands.
		By default, the CLI/client creates a directory at `~/.cortex/` and uses it to store environment configuration. To use a different directory, export the `CORTEX_CLI_CONFIG_DIR` environment variable before running any `cortex` commands.