diff --git a/cortex.sh b/cortex.sh
new file mode 100755
index 0000000..d16f778
--- /dev/null
+++ b/cortex.sh
@@ -0,0 +1,468 @@
+#!/bin/bash
+
+# Copyright 2019 Cortex Labs, Inc.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -e
+
+####################
+### FLAG PARSING ###
+####################
+
+flag_help=false
+positional_args=()
+
+while [[ $# -gt 0 ]]; do
+  key="$1"
+  case $key in
+    -c|--config)
+    export CORTEX_CONFIG="$2"
+    shift
+    shift
+    ;;
+    -h|--help)
+    flag_help="true"
+    shift
+    ;;
+    *)
+    positional_args+=("$1")
+    shift
+    ;;
+  esac
+done
+
+set -- "${positional_args[@]}"
+positional_args=()
+for i in "$@"; do
+  case $i in
+    -c=*|--config=*)
+    export CORTEX_CONFIG="${i#*=}"
+    shift
+    ;;
+    -h=*|--help=*)
+    flag_help="true"
+    ;;
+    *)
+    positional_args+=("$1")
+    shift
+    ;;
+  esac
+done
+
+set -- "${positional_args[@]}"
+if [ "$flag_help" == "true" ]; then
+  show_help
+  exit 0
+fi
+
+for arg in "$@"; do
+  if [[ "$arg" == -* ]]; then
+    echo "unknown flag: $arg"
+    show_help
+    exit 1
+  fi
+done
+
+#####################
+### CONFIGURATION ###
+#####################
+
+if [ "$CORTEX_CONFIG" != "" ]; then
+  if [ ! -f "$CORTEX_CONFIG" ]; then
+    echo "Cortex config file does not exist: $CORTEX_CONFIG"
+    exit 1
+  fi
+  source $CORTEX_CONFIG
+fi
+
+set -u
+
+export CORTEX_VERSION_STABLE=0.7.3
+
+# Defaults
+export AWS_ACCESS_KEY_ID="${AWS_ACCESS_KEY_ID:-""}"
+
+if [ "$AWS_ACCESS_KEY_ID" = "" ]; then
+  echo -e "\nPlease set AWS_ACCESS_KEY_ID"
+  exit 1
+fi
+
+export AWS_SECRET_ACCESS_KEY="${AWS_SECRET_ACCESS_KEY:-""}"
+
+if [ "$AWS_SECRET_ACCESS_KEY" = "" ]; then
+  echo -e "\nPlease set AWS_SECRET_ACCESS_KEY"
+  exit 1
+fi
+
+export CORTEX_LOG_GROUP="${CORTEX_LOG_GROUP:-cortex}"
+export CORTEX_BUCKET="${CORTEX_BUCKET:-""}"
+export CORTEX_REGION="${CORTEX_REGION:-us-west-2}"
+export CORTEX_ZONES="${CORTEX_ZONES:-""}"
+
+export CORTEX_CLUSTER="${CORTEX_CLUSTER:-cortex}"
+export CORTEX_NODE_TYPE="${CORTEX_NODE_TYPE:-t3.large}"
+export CORTEX_NODES_MIN="${CORTEX_NODES_MIN:-2}"
+export CORTEX_NODES_MAX="${CORTEX_NODES_MAX:-5}"
+export CORTEX_NAMESPACE="${CORTEX_NAMESPACE:-cortex}"
+
+export CORTEX_IMAGE_MANAGER="${CORTEX_IMAGE_MANAGER:-cortexlabs/manager:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_FLUENTD="${CORTEX_IMAGE_FLUENTD:-cortexlabs/fluentd:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_NGINX_BACKEND="${CORTEX_IMAGE_NGINX_BACKEND:-cortexlabs/nginx-backend:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_NGINX_CONTROLLER="${CORTEX_IMAGE_NGINX_CONTROLLER:-cortexlabs/nginx-controller:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_OPERATOR="${CORTEX_IMAGE_OPERATOR:-cortexlabs/operator:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_SPARK="${CORTEX_IMAGE_SPARK:-cortexlabs/spark:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_SPARK_OPERATOR="${CORTEX_IMAGE_SPARK_OPERATOR:-cortexlabs/spark-operator:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_TF_SERVE="${CORTEX_IMAGE_TF_SERVE:-cortexlabs/tf-serve:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_TF_TRAIN="${CORTEX_IMAGE_TF_TRAIN:-cortexlabs/tf-train:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_TF_API="${CORTEX_IMAGE_TF_API:-cortexlabs/tf-api:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_PYTHON_PACKAGER="${CORTEX_IMAGE_PYTHON_PACKAGER:-cortexlabs/python-packager:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_TF_SERVE_GPU="${CORTEX_IMAGE_TF_SERVE_GPU:-cortexlabs/tf-serve-gpu:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_TF_TRAIN_GPU="${CORTEX_IMAGE_TF_TRAIN_GPU:-cortexlabs/tf-train-gpu:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_ONNX_SERVE="${CORTEX_IMAGE_ONNX_SERVE:-cortexlabs/onnx-serve:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_ONNX_SERVE_GPU="${CORTEX_IMAGE_ONNX_SERVE_GPU:-cortexlabs/onnx-serve-gpu:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_CLUSTER_AUTOSCALER="${CORTEX_IMAGE_CLUSTER_AUTOSCALER:-cortexlabs/cluster-autoscaler:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_NVIDIA="${CORTEX_IMAGE_NVIDIA:-cortexlabs/nvidia:$CORTEX_VERSION_STABLE}"
+export CORTEX_IMAGE_METRICS_SERVER="${CORTEX_IMAGE_METRICS_SERVER:-cortexlabs/metrics-server:$CORTEX_VERSION_STABLE}"
+
+export CORTEX_ENABLE_TELEMETRY="${CORTEX_ENABLE_TELEMETRY:-""}"
+
+##########################
+### TOP-LEVEL COMMANDS ###
+##########################
+
+function install_eks() {
+  echo
+  docker run -it --entrypoint /root/install_eks.sh \
+    -e AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID \
+    -e AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY \
+    -e CORTEX_CLUSTER=$CORTEX_CLUSTER \
+    -e CORTEX_REGION=$CORTEX_REGION \
+    -e CORTEX_NODE_TYPE=$CORTEX_NODE_TYPE \
+    -e CORTEX_NODES_MIN=$CORTEX_NODES_MIN \
+    -e CORTEX_NODES_MAX=$CORTEX_NODES_MAX \
+    $CORTEX_IMAGE_MANAGER
+}
+
+function uninstall_eks() {
+  echo
+  docker run -it --entrypoint /root/uninstall_eks.sh \
+    -e AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID \
+    -e AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY \
+    -e CORTEX_CLUSTER=$CORTEX_CLUSTER \
+    -e CORTEX_REGION=$CORTEX_REGION \
+    $CORTEX_IMAGE_MANAGER
+}
+
+function install_cortex() {
+  echo
+  docker run -it --entrypoint /root/install_cortex.sh \
+    -e AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID \
+    -e AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY \
+    -e CORTEX_CLUSTER=$CORTEX_CLUSTER \
+    -e CORTEX_REGION=$CORTEX_REGION \
+    -e CORTEX_NAMESPACE=$CORTEX_NAMESPACE \
+    -e CORTEX_NODE_TYPE=$CORTEX_NODE_TYPE \
+    -e CORTEX_LOG_GROUP=$CORTEX_LOG_GROUP \
+    -e CORTEX_BUCKET=$CORTEX_BUCKET \
+    -e CORTEX_IMAGE_FLUENTD=$CORTEX_IMAGE_FLUENTD \
+    -e CORTEX_IMAGE_NGINX_BACKEND=$CORTEX_IMAGE_NGINX_BACKEND \
+    -e CORTEX_IMAGE_NGINX_CONTROLLER=$CORTEX_IMAGE_NGINX_CONTROLLER \
+    -e CORTEX_IMAGE_OPERATOR=$CORTEX_IMAGE_OPERATOR \
+    -e CORTEX_IMAGE_SPARK=$CORTEX_IMAGE_SPARK \
+    -e CORTEX_IMAGE_SPARK_OPERATOR=$CORTEX_IMAGE_SPARK_OPERATOR \
+    -e CORTEX_IMAGE_TF_SERVE=$CORTEX_IMAGE_TF_SERVE \
+    -e CORTEX_IMAGE_TF_TRAIN=$CORTEX_IMAGE_TF_TRAIN \
+    -e CORTEX_IMAGE_TF_API=$CORTEX_IMAGE_TF_API \
+    -e CORTEX_IMAGE_PYTHON_PACKAGER=$CORTEX_IMAGE_PYTHON_PACKAGER \
+    -e CORTEX_IMAGE_TF_SERVE_GPU=$CORTEX_IMAGE_TF_SERVE_GPU \
+    -e CORTEX_IMAGE_TF_TRAIN_GPU=$CORTEX_IMAGE_TF_TRAIN_GPU \
+    -e CORTEX_IMAGE_ONNX_SERVE=$CORTEX_IMAGE_ONNX_SERVE \
+    -e CORTEX_IMAGE_ONNX_SERVE_GPU=$CORTEX_IMAGE_ONNX_SERVE_GPU \
+    -e CORTEX_IMAGE_CLUSTER_AUTOSCALER=$CORTEX_IMAGE_CLUSTER_AUTOSCALER \
+    -e CORTEX_IMAGE_NVIDIA=$CORTEX_IMAGE_NVIDIA \
+    -e CORTEX_IMAGE_METRICS_SERVER=$CORTEX_IMAGE_METRICS_SERVER \
+    -e CORTEX_ENABLE_TELEMETRY=$CORTEX_ENABLE_TELEMETRY \
+    $CORTEX_IMAGE_MANAGER
+}
+
+function uninstall_operator() {
+  echo
+  docker run -it --entrypoint /root/uninstall_operator.sh \
+    -e AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID \
+    -e AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY \
+    -e CORTEX_CLUSTER=$CORTEX_CLUSTER \
+    -e CORTEX_REGION=$CORTEX_REGION \
+    -e CORTEX_NAMESPACE=$CORTEX_NAMESPACE \
+    $CORTEX_IMAGE_MANAGER
+}
+
+function info() {
+  echo
+  docker run -it --entrypoint /root/info.sh \
+    -e AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID \
+    -e AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY \
+    -e CORTEX_CLUSTER=$CORTEX_CLUSTER \
+    -e CORTEX_REGION=$CORTEX_REGION \
+    -e CORTEX_NAMESPACE=$CORTEX_NAMESPACE \
+    $CORTEX_IMAGE_MANAGER
+}
+
+################
+### CHECK OS ###
+################
+
+case "$OSTYPE" in
+  darwin*)  PARSED_OS="darwin" ;;
+  linux*)   PARSED_OS="linux" ;;
+  *)        echo -e "\nerror: only mac and linux are supported"; exit 1 ;;
+esac
+
+#############################
+### DEPENDENCY MANAGEMENT ###
+#############################
+
+function check_dep_curl() {
+  if ! command -v curl >/dev/null; then
+    echo -e "\nerror: please install \`curl\`"
+    exit 1
+  fi
+}
+
+function install_cli() {
+  set -e
+
+  check_dep_curl
+
+  echo -e "\nInstalling the Cortex CLI (/usr/local/bin/cortex) ..."
+
+  CORTEX_SH_TMP_DIR="$HOME/.cortex-sh-tmp"
+  rm -rf $CORTEX_SH_TMP_DIR && mkdir -p $CORTEX_SH_TMP_DIR
+  curl -s -o $CORTEX_SH_TMP_DIR/cortex https://s3-us-west-2.amazonaws.com/get-cortex/$CORTEX_VERSION_STABLE/cli/$PARSED_OS/cortex
+  chmod +x $CORTEX_SH_TMP_DIR/cortex
+
+  if [ $(id -u) = 0 ]; then
+    mv -f $CORTEX_SH_TMP_DIR/cortex /usr/local/bin/cortex
+  else
+    ask_sudo
+    sudo mv -f $CORTEX_SH_TMP_DIR/cortex /usr/local/bin/cortex
+  fi
+
+  rm -rf $CORTEX_SH_TMP_DIR
+  echo "✓ Installed the Cortex CLI"
+
+  bash_profile_path=$(get_bash_profile)
+  if [ ! "$bash_profile_path" = "" ]; then
+    if ! grep -Fxq "source <(cortex completion)" "$bash_profile_path"; then
+      echo
+      read -p "Would you like to modify your bash profile ($bash_profile_path) to enable cortex command completion and the cx alias? [Y/n] " -n 1 -r
+      echo
+      if [[ $REPLY =~ ^[Yy]$ ]]; then
+        echo -e "\nsource <(cortex completion)" >> $bash_profile_path
+        echo "✓ Your bash profile ($bash_profile_path) has been updated"
+        echo
+        echo "Note: \`bash_completion\` must be installed on your system for cortex command completion to function properly"
+        echo
+        echo "Command to update your current terminal session:"
+        echo "  source $bash_profile_path"
+      else
+        echo "Your bash profile has not been modified. If you would like to modify it manually, add this line to your bash profile:"
+        echo "  source <(cortex completion)"
+        echo "Note: \`bash_completion\` must be installed on your system for cortex command completion to function properly"
+      fi
+    fi
+  else
+    echo -e "\nIf your would like to enable cortex command completion and the cx alias, add this line to your bash profile:"
+    echo "  source <(cortex completion)"
+    echo "Note: \`bash_completion\` must be installed on your system for cortex command completion to function properly"
+  fi
+}
+
+function uninstall_cli() {
+  set -e
+
+  rm -rf $HOME/.cortex
+
+  if ! command -v cortex >/dev/null; then
+    echo -e "\nThe Cortex CLI is not installed"
+    return
+  fi
+
+  if [[ ! -f /usr/local/bin/cortex ]]; then
+    echo -e "\nThe Cortex CLI was not found at /usr/local/bin/cortex, please uninstall it manually"
+    return
+  fi
+
+  if [ $(id -u) = 0 ]; then
+    rm /usr/local/bin/cortex
+  else
+    ask_sudo
+    sudo rm /usr/local/bin/cortex
+  fi
+  echo -e "\n✓ Uninstalled the Cortex CLI"
+
+  bash_profile_path=$(get_bash_profile)
+  if [ ! "$bash_profile_path" = "" ]; then
+    if grep -Fxq "source <(cortex completion)" "$bash_profile_path"; then
+      echo
+      read -p "Would you like to remove \"source <(cortex completion)\" from your bash profile ($bash_profile_path)? [Y/n] " -n 1 -r
+      echo
+      if [[ $REPLY =~ ^[Yy]$ ]]; then
+        sed '/^source <(cortex completion)$/d' "$bash_profile_path" > "${bash_profile_path}_cortex_modified" && mv -f "${bash_profile_path}_cortex_modified" "$bash_profile_path"
+        echo "✓ Your bash profile ($bash_profile_path) has been updated"
+      fi
+    fi
+  fi
+}
+
+function get_bash_profile() {
+  if [ "$PARSED_OS" = "darwin" ]; then
+    if [ -f $HOME/.bash_profile ]; then
+      echo $HOME/.bash_profile
+      return
+    elif [ -f $HOME/.bashrc ]; then
+      echo $HOME/.bashrc
+      return
+    fi
+  else
+    if [ -f $HOME/.bashrc ]; then
+      echo $HOME/.bashrc
+      return
+    elif [ -f $HOME/.bash_profile ]; then
+      echo $HOME/.bash_profile
+      return
+    fi
+  fi
+
+  echo ""
+}
+
+function ask_sudo() {
+  if ! sudo -n true 2>/dev/null; then
+    echo -e "\nPlease enter your sudo password"
+  fi
+}
+
+function prompt_for_telemetry() {
+  if [ "$CORTEX_ENABLE_TELEMETRY" != "true" ] && [ "$CORTEX_ENABLE_TELEMETRY" != "false" ]; then
+    while true
+    do
+      echo
+      read -p "Would you like to help improve Cortex by anonymously sending error reports and usage stats to the dev team? [Y/n] " -n 1 -r
+      echo
+      if [[ $REPLY =~ ^[Yy]$ ]]; then
+        export CORTEX_ENABLE_TELEMETRY=true
+        break
+      elif [[ $REPLY =~ ^[Nn]$ ]]; then
+        export CORTEX_ENABLE_TELEMETRY=false
+        break
+      fi
+      echo "Unexpected value, please enter \"Y\" or \"n\""
+    done
+  fi
+}
+
+############
+### HELP ###
+############
+
+function show_help() {
+  echo "
+Usage:
+  ./cortex.sh command [sub-command] [flags]
+
+Available Commands:
+  install             install Cortex
+  uninstall           uninstall Cortex
+  update              update Cortex
+  info                information about Cortex
+
+  install cli         install the Cortex CLI
+  uninstall cli       uninstall the Cortex CLI
+
+Flags:
+  -c, --config  path to a Cortex config file
+  -h, --help
+"
+}
+
+######################
+### ARG PROCESSING ###
+######################
+
+arg1=${1:-""}
+arg2=${2:-""}
+arg3=${3:-""}
+
+if [ -z "$arg1" ]; then
+  show_help
+  exit 0
+fi
+
+if [ "$arg1" = "install" ]; then
+  if [ ! "$arg3" = "" ]; then
+    echo -e "\nerror: too many arguments for install command"
+    show_help
+    exit 1
+  elif [ "$arg2" = "" ]; then
+    prompt_for_telemetry && install_eks && install_cortex && info
+  elif [ "$arg2" = "cli" ]; then
+    install_cli
+  elif [ "$arg2" = "" ]; then
+    echo -e "\nerror: missing subcommand for install"
+    show_help
+    exit 1
+  else
+    echo -e "\nerror: invalid subcommand for install: $arg2"
+    show_help
+    exit 1
+  fi
+elif [ "$arg1" = "uninstall" ]; then
+  if [ ! "$arg3" = "" ]; then
+    echo -e "\nerror: too many arguments for uninstall command"
+    show_help
+    exit 1
+  elif [ "$arg2" = "" ]; then
+    uninstall_eks
+  elif [ "$arg2" = "cli" ]; then
+    uninstall_cli
+  elif [ "$arg2" = "" ]; then
+    echo -e "\nerror: missing subcommand for uninstall"
+    show_help
+    exit 1
+  else
+    echo -e "\nerror: invalid subcommand for uninstall: $arg2"
+    show_help
+    exit 1
+  fi
+elif [ "$arg1" = "update" ]; then
+  if [ ! "$arg2" = "" ]; then
+    echo -e "\nerror: too many arguments for get command"
+    show_help
+    exit 1
+  else
+    uninstall_operator && install_cortex
+  fi
+elif [ "$arg1" = "info" ]; then
+  if [ ! "$arg2" = "" ]; then
+    echo -e "\nerror: too many arguments for get command"
+    show_help
+    exit 1
+  else
+    info
+  fi
+else
+  echo -e "\nerror: unknown command: $arg1"
+  show_help
+  exit 1
+fi
diff --git a/cortex.yaml b/cortex.yaml
new file mode 100644
index 0000000..5e2b63f
--- /dev/null
+++ b/cortex.yaml
@@ -0,0 +1,11 @@
+# cortex.yaml
+- kind: deployment
+  name: text
+- kind: api
+  name: generator
+  model: s3://cortex-examples/gpt-2/774M/1539234541.zip
+  request_handler: encoder.py
+  compute:
+    gpu: 1
+    min_replicas: 1
+    max_replicas: 1