diff --git a/annotation_tool/README.md b/annotation_tool/README.md
index 321e8f7e39..9285da9155 100644
--- a/annotation_tool/README.md
+++ b/annotation_tool/README.md
@@ -27,4 +27,7 @@ The credentials should match in database image and application configuration.
 2. Run docker-compose by executing `docker-compose up`.
 
 
-3. The UI should be available at `localhost:7001`.
\ No newline at end of file
+3. The UI should be available at `localhost:7001`.
+
+# Usage
+The manual (of a slightly earlier version) can be found [here](https://drive.google.com/file/d/1Wv3OIC0Z7ibHIzOm9Xw_r0gjTFmpl-33/view). While it doesn't include all latest features, the basic workflow and tips for label quality are still the same.