diff --git a/bindings/python/README.TXT b/bindings/python/README.TXT
index 710a3f26..b418b994 100644
--- a/bindings/python/README.TXT
+++ b/bindings/python/README.TXT
@@ -1,13 +1,5 @@
 This documentation explains how to install Python binding for Unicorn
-from source. If you want to install it from PyPi package, see the below
-docs instead:
-
-   - README.pypi-src: How to compile the Unicorn core & install binding
-     at the same time from PyPi package "unicorn"
-
-   - README.pypi-win: How to install binding for Windows from PyPi package
-     "unicorn-windows". Note that this package already has prebuilt core
-     inside, so no compilation is needed.
+from source.
 
 
 0. Install the core engine as dependency
@@ -39,25 +31,17 @@ This directory contains some sample code to show how to use Unicorn API.
 - shellcode.py
   This shows how to analyze a Linux shellcode.
 
+- sample_network_auditing.py
+  This shows how to analyze & interpret Linux shellcode.
+
 
 2. To install Python binding on Windows:
 
-Recommended method:
-
-	Use the Python module installer for 32/64 bit Windows from:
-
-		http://www.unicorn-engine.org/download.html
-
-
-Manual method:
-
-	If the module installer fails to locate your Python install, or if you have
-	additional Python installs (e.g. Anaconda / virtualenv), run the following
-	command in command prompt:
+	Run the following command in command prompt:
 
 		C:\> C:\location_to_python\python.exe setup.py install
 
-	Next, copy unicorn.dll from the 'Core engine for Windows' package available
+	Next, copy all the DLL files from the 'Core engine for Windows' package available
 	on the same Unicorn download page and paste it in the path:
 
 		C:\location_to_python\Lib\site-packages\unicorn\