Add a README

README.rst

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+==============
+BrainFrame CLI
+==============
+
+The BrainFrame CLI is a tool for installing and managing a BrainFrame server.
+
+Installation
+------------
+
+The CLI is installable with Pip. Ubuntu 18.04 and 20.04 are officially
+supported, but other versions of Linux are expected to work as well.
+
+On Ubuntu:
+
+.. code-block::
+
+    sudo -H pip3 install brainframe-cli
+
+Upgrading
+---------
+
+Pip can be used to upgrade to a new version.
+
+.. code-block::
+
+    sudo -H pip3 install --upgrade brainframe-cli
+
+Usage
+-----
+
+To install BrainFrame, simply run the ``install`` command as root:
+
+.. code-block::
+
+    sudo brainframe install
+
+BrainFrame can then be controlled like a normal Docker Compose application
+using the ``compose`` command, which can be run from any directory.
+
+.. code-block::
+
+    brainframe compose up -d
+
+For more information, take a look at the `Getting Started guide`_.
+
+.. _`Getting Started guide`: https://aotu.ai/docs/getting_started/