diff --git a/.github/workflows/mkdocs.yml b/.github/workflows/mkdocs.yml
index fac16a9..3d47365 100644
--- a/.github/workflows/mkdocs.yml
+++ b/.github/workflows/mkdocs.yml
@@ -25,7 +25,6 @@ jobs:
       - name: Generate index.md from README.md
         run: |
           cp README.md docs/index.md
-          sed -i 's|docs/guide.md|guide/|g' docs/index.md
 
       - name: Build mkdocs site
         run: mkdocs build
diff --git a/README.md b/README.md
index 895b36b..bb26135 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@ require convenient programmatic access to DistillerSR data.
 
 ## Installation
 
-### From PyPi
+### From PyPI
 
 ```
 pip install pystiller
@@ -41,7 +41,7 @@ from pystiller import *
 ```
 
 Basic usage examples and full documentation are available in the package
-[guide](docs/guide.md).
+[guide](https://openefsa.github.io/pystiller/guide/).
 
 ## Authors and maintainers
 
@@ -53,6 +53,6 @@ Basic usage examples and full documentation are available in the package
 
 ## Links
 
-- **Homepage**: [GitHub](https://github.com/openefsa/pystiller).
-- **Bug Tracker**: [Issues on GitHub](https://github.com/openefsa/pystiller/issues).
+- **Source code**: [GitHub - openefsa/pystiller](https://github.com/openefsa/pystiller).
+- **Bug tracker**: [Issues on GitHub](https://github.com/openefsa/pystiller/issues).
 - **DistillerSR API Documentation**: [https://apidocs.evidencepartners.com/](https://apidocs.evidencepartners.com/).
diff --git a/docs/guide.md b/docs/guide.md
index e0523bb..23bb37f 100644
--- a/docs/guide.md
+++ b/docs/guide.md
@@ -11,7 +11,7 @@ require convenient programmatic access to DistillerSR data.
 
 ## Installation
 
-### From PyPi
+### From PyPI
 
 ```
 pip install pystiller