Update markdown on README.md

Author: awolfden

README.md

@@ -1,15 +1,15 @@
 # Python-Django Example Appplications powered by WorkOS
 
-Example applications demonstrating to use the [WorkOS Python SDK](_https://github.com/workos-inc/workos-python_) for SSO, Directory Sync, Admin Portal and Magic Link.
+Example applications demonstrating to use the [WorkOS Python SDK](https://github.com/workos-inc/workos-python) for SSO, Directory Sync, Admin Portal and Magic Link.
 
 ## For more information, please see the following guides:
 
-* [Single Sign-On](_https://workos.com/docs/sso/guide_)
-* [Directory Sync](_https://workos.com/docs/directory-sync/guide_)
-* [Admin Portal](_https://workos.com/docs/admin-portal/guide_)
-* [Magic Link](_https://workos.com/docs/magic-link/guide_)
-* [API Reference](_https://workos.com/docs/reference_)
+* [Single Sign-On](https://workos.com/docs/sso/guide)
+* [Directory Sync](https://workos.com/docs/directory-sync/guide)
+* [Admin Portal](https://workos.com/docs/admin-portal/guide)
+* [Magic Link](https://workos.com/docs/magic-link/guide)
+* [API Reference](https://workos.com/docs/reference)
 
 ## Need help?
 
-If you get stuck and aren't able to resolve the issue by reading our [WorkOS Python SDK documentation](_https://docs.workos.com/sdk/python_) or [API reference](_https://workos.com/docs/reference_), you can reach out to us at [email protected] and we'll lend a hand!
+If you get stuck and aren't able to resolve the issue by reading our [WorkOS Python SDK documentation](_https://docs.workos.com/sdk/python_) or [API reference](https://workos.com/docs/reference), you can reach out to us at [email protected] and we'll lend a hand!