README.md: upd'ed commands

README.md

 # AI Framework
 
-Workflow: ![workflow](_pics/workflow.jpg)
+Workflow: ![workflow](_pics/workflow.png)
 
 Entity and context understanding: ![entities](_pics/entities.jpg)
 
@@ -21,8 +21,18 @@ Tested on NVIDIA GeForce RTX 3080.
 ## Docker commands
 
 Run
+```bash
+docker compose --env-file .env.template -f compose.yml build --no-cache
+docker compose --env-file .env.template -f compose.yml up rabbitmq_dc  controller -d
 ```
-docker compose --env-file .env.template -f compose.yml up
+
+To fix 
+```
+Error while fetching server API version: ('Connection aborted.', PermissionError(13, 'Permission denied'))
+```
+run   
+```sh
+sudo chown $USER /var/run/docker.sock
 ```
 
 ## GPU drivers