From 4f8cb35f9a8b0e939bbf28b9d101188d84995532 Mon Sep 17 00:00:00 2001
From: allegroai <>
Date: Fri, 14 Jun 2019 02:14:14 +0300
Subject: [PATCH] Documentation

---
 README.md | 39 +++------------------------------------
 1 file changed, 3 insertions(+), 36 deletions(-)

diff --git a/README.md b/README.md
index 599355c..61d3803 100644
--- a/README.md
+++ b/README.md
@@ -27,42 +27,9 @@ The **trains-server's** code is freely available [here](https://github.com/alleg
 
 ## System diagram
 
-<pre>
- TRAINS-server
- +--------------------------------------------------------------------+
- |                                                                    |
- |   Server Docker                   Elastic Docker     Mongo Docker  |
- |  +-------------------------+     +---------------+  +------------+ |
- |  |     Pythonic Server     |     |               |  |            | |
- |  |   +-----------------+   |     | ElasticSearch |  |  MongoDB   | |
- |  |   |   WEB server    |   |     |               |  |            | |
- |  |   |   Port 8080     |   |     |               |  |            | |
- |  |   +--------+--------+   |     |               |  |            | |
- |  |            |            |     |               |  |            | |
- |  |   +--------+--------+   |     |               |  |            | |
- |  |   |   API server    +----------------------------+            | |
- |  |   |   Port 8008     +---------+               |  |            | |
- |  |   +-----------------+   |     +-------+-------+  +-----+------+ |
- |  |                         |             |                |        |
- |  |   +-----------------+   |         +---+----------------+------+ |
- |  |   |   File Server   +-------+     |    Host Storage           | |
- |  |   |   Port 8081     |   |   +-----+                           | |
- |  |   +-----------------+   |         +---------------------------+ |
- |  +------------+------------+                                       |
- +---------------|----------------------------------------------------+
-                 |HTTP
-                 +--------+
- GPU Machine              |
- +------------------------|-------------------------------------------+
- |     +------------------|--------------+                            |
- |     |  Training        |              |    +---------------------+ |
- |     |  Code        +---+------------+ |    | TRAINS configuration| |
- |     |              | TRAINS         | |    | ~/trains.conf       | |
- |     |              |                +------+                     | |
- |     |              +----------------+ |    +---------------------+ |
- |     +---------------------------------+                            |
- +--------------------------------------------------------------------+
-</pre>
+
+![Alt Text](https://github.com/allegroai/trains/blob/master/docs/system_diagram.png?raw=true)
+
 
 ## Installation