diff --git a/docker-compose.yml b/docker-compose.yml
index 39585fc..0184c92 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -2,7 +2,7 @@ version: "3"
 
 services:
   neo:
-    image: neo4j
+    image: neo4j:3.5.22
     ports:
         - 7474:7474
         - 7687:7687
@@ -11,6 +11,7 @@ services:
       - NEO4J_AUTH=none
     volumes:
       - ./neo4j/data:/data
+      - ./neo4j/conf:/var/lib/neo4j/conf
   notebook:
     build: notebook/
     ports:
@@ -18,4 +19,4 @@ services:
     volumes:
        - ./:/home/jovyan/work/data
     environment:
-      - GRANT_SUDO=yesd
\ No newline at end of file
+      - GRANT_SUDO=yesd
diff --git a/notebook/requirements.txt b/notebook/requirements.txt
index 6ef436c..df71973 100755
--- a/notebook/requirements.txt
+++ b/notebook/requirements.txt
@@ -1,8 +1,7 @@
 psycopg2-binary
 
 redis
-py2
-neo
+py2neo
 neo4j
 
 pymongo