First we need the development version of neo4jrestclient
pip install -U git+https://github.com/versae/neo4j-rest-client.git
from neo4jrestclient.client import GraphDatabase, Node, Relationship
gdb = GraphDatabase(url="http://localhost:7474")
gdb.query("MATCH (me)-[r]-() RETURN me, r LIMIT 10")