diff --git a/docs/docs/guides/machine-learning.md b/docs/docs/guides/machine-learning.md
index 587c080ab4..115d987b4d 100644
--- a/docs/docs/guides/machine-learning.md
+++ b/docs/docs/guides/machine-learning.md
@@ -1,6 +1,6 @@
 # Remote Machine Learning
 
-To alleviate [performance issues on low-memory systems](/docs/FAQ.md#why-is-immich-slow-on-low-memory-systems-like-the-raspberry-pi) like the Raspberry Pi, you may also host Immich's machine-learning container on a more powerful system (e.g. your laptop or desktop computer):
+To alleviate [performance issues on low-memory systems](/docs/FAQ/Performance-FAQ#why-is-immich-slow-on-low-memory-systems-like-the-raspberry-pi) like the Raspberry Pi, you may also host Immich's machine-learning container on a more powerful system (e.g. your laptop or desktop computer):
 
 - Set the URL in Machine Learning Settings on the Admin Settings page to point to the designated ML system, e.g. `http://workstation:3003`.
 - Copy the following `docker-compose.yml` to your ML system.
diff --git a/docs/docs/overview/help.md b/docs/docs/overview/help.md
index 2c492468eb..ecdc0e120e 100644
--- a/docs/docs/overview/help.md
+++ b/docs/docs/overview/help.md
@@ -6,7 +6,7 @@ sidebar_position: 5
 
 Running into an issue or have a question? Try the following:
 
-1. Check the [FAQs](/docs/FAQ.md).
+1. Check the [FAQs](/docs/FAQ/).
 2. Read through the [Release Notes][github-releases].
 3. Search through existing [GitHub Issues][github-issues].
 4. Open a help ticket on [Discord][discord-link].