Place the Docker Compose config file in the root of a project folder.
Ensure you've got your Docker Machine setup to use a large amount of memory, try 8GB.
Then run docker-compose up
.
Once you've seen the serving http/json on port 8081
message come up, run curl http://0.0.0.0:8081/\?query\=Twatt,Scotland