diff --git a/README.md b/README.md
index 1af0684..2a95212 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@ Data Store for Memcache implements the ascii [memcache protocol](https://github.
 ### Install dependencies
 
 #### On Ubuntu:
-`sudo apt-get install stunnel4 -y`  
+`sudo apt-get install python-pip stunnel4 -y`  
 `pip install -r requirements.txt`
 
 #### On Mac:
diff --git a/requirements.txt b/requirements.txt
index 1a90379..cdd0e3f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,3 @@
 argparse
 requests
-urllib
+urllib3