diff --git a/README.md b/README.md
index 94583eb..700056f 100644
--- a/README.md
+++ b/README.md
@@ -11,13 +11,13 @@ I hope some of you find this useful.
 Make sure all these python modules are intalled:
 
 + BeautifulSoup
-+ urllib2
-+ urlparse
++ urllib3+
++ urlparse3
 
 example:
 
-```bash
-sudo pip install BeautifulSoup
+```bash 
+sudo pip install -r requirements.txt
 ```
 
 ### Usage
@@ -30,7 +30,9 @@ To get all documents:
 
 Files that exist on disk will not be re-downloaded (so by default only new sections/files are downloaded). To override this default and force re-download of files that exist on disk, use
 
+```bash
 ./getAWSdocs.py --force
+```
 
 Thats it!
 
diff --git a/getAWSdocs.py b/getAWSdocs.py
index 7d1dd0c..0a601b0 100755
--- a/getAWSdocs.py
+++ b/getAWSdocs.py
@@ -9,7 +9,7 @@
 
 # Build a list of the amazon service sections
 def get_services():
-    html_page = urllib2.urlopen("http://aws.amazon.com/documentation/")
+    html_page = urllib.urlopen("http://aws.amazon.com/documentation/")
     # Parse the HTML page
     soup = BeautifulSoup(html_page)
     urls = []
diff --git a/requirements.txt b/requirements.txt
index ea7a949..cbf3faf 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1,3 @@
-BeautifulSoup==3.2.1
+BeautifulSoup
+urllib3
+urlparse3