diff --git a/README.md b/README.md
index 08e6283..27bcd9c 100644
--- a/README.md
+++ b/README.md
@@ -33,15 +33,13 @@ Note: Prefer using virtualenv for installation as the library is in experimental
 Input: Unicode text...
 Output: Normalized unicode text
 
->>> from libindic.normalizer import Normalizer("ml")
->>> normalizer = Normalizer()
->>> result = normalizer.normalize(u'പൂമ്പാററ')
+>>> from libindic.normalizer import Normalizer
+>>> normalizer = Normalizer("ml")
+>>> result = normalizer.normalize('പൂമ്പാററ')
 >>> print(result)
 പൂമ്പാറ്റ
 ```
 
-For more details read the [docs](http://indicstemmer.rtfd.org/)
-
 ## Running tests
 To run tests,