diff --git a/README.md b/README.md
index c4b41fed..73dc5fab 100644
--- a/README.md
+++ b/README.md
@@ -46,13 +46,13 @@ Python 2.7 and 3.4+
 ## Installation & Usage
 ### pip install
 
-You can install the package directly from Github
+You can install the package directly from the Github
 
 ```sh
 pip install git+https://github.com/fingerprintjs/fingerprint-pro-server-api-python-sdk.git
 ```
 
-Or from PyPI
+Or from the PyPI
 
 ```sh
 pip install fingerprint_pro_server_api_sdk
diff --git a/setup.py b/setup.py
index 2a5d7f7e..9a754cf2 100644
--- a/setup.py
+++ b/setup.py
@@ -35,6 +35,7 @@
 here = pathlib.Path(__file__).parent.resolve()
 long_description = (here / 'README.md').read_text(encoding='utf-8')
 long_description = re.sub("<source[^>]*>\n", '', long_description.replace("<picture>\n", "").replace("</picture>\n", ""))
+long_description = re.sub(r"(?P<prefix>\[[^]]*]\()(?P<postfix>docs/[^)]*\))", '\g<prefix>https://github.com/fingerprintjs/fingerprint-pro-server-api-python-sdk/blob/main/\g<postfix>', long_description)
 
 setup(
     name=NAME,
diff --git a/template/setup.mustache b/template/setup.mustache
index c8970700..5892ccf7 100644
--- a/template/setup.mustache
+++ b/template/setup.mustache
@@ -36,6 +36,7 @@ REQUIRES.append("tornado")
 here = pathlib.Path(__file__).parent.resolve()
 long_description = (here / 'README.md').read_text(encoding='utf-8')
 long_description = re.sub("<source[^>]*>\n", '', long_description.replace("<picture>\n", "").replace("</picture>\n", ""))
+long_description = re.sub(r"(?P<prefix>\[[^]]*]\()(?P<postfix>docs/[^)]*\))", '\g<prefix>https://github.com/{{{gitUserId}}}/{{{gitRepoId}}}/blob/main/\g<postfix>', long_description)
 
 setup(
     name=NAME,