update docs

README.md

@@ -37,7 +37,7 @@ ts-immich-machine-learning/
         - CAUTION: Changing `"${TS_CERT_DOMAIN}:443": false` to `true` will expose the service to the internet
 
 4. Configure Immich Machine Learning
-    - See the [documentation]({{service_docs}}) for configuration options
+    - See the [documentation](https://docs.immich.app/features/ml-hardware-acceleration) for configuration options
 
 5. Start the Services
     ```bash
@@ -46,8 +46,9 @@ ts-immich-machine-learning/
 
 6. Wait for Certificate to propagate [~2m] 
 
-7. Login 
+7. Configure Immich 
     - After starting the services your service should be available via tailnet at https://immich-machine-learning.{{YOUR_TAILNET_DOMAIN}}.ts.net ie https://immich-machine-learning.tail12345.ts.net/
+    - add the new machine learning service to the immich configuration json under the machine learning section
 
 ## Services
 
@@ -79,7 +80,7 @@ ts-immich-machine-learning/
 - Uncomment and adjust the ports mapping if you need direct access (without Tailscale):
     ```yaml
     ports:
-    - 3000:3000
+    - 3003:3003
     ```
 - Stopping the Services
     ```bash
@@ -102,6 +103,5 @@ ts-immich-machine-learning/
 - Services restart automatically unless explicitly stopped
 - For more information:
     - Tailscale documentation: https://tailscale.com/kb/
-    - Immich Machine Learning [documentation]({{service_docs}})
-    - Immich Machine Learning [repository]({{service_repo}})
-    - Immich Machine Learning [linuxserve.io]({{service_lcsr}})
+    - Immich Machine Learning [documentation](https://docs.immich.app/features/ml-hardware-acceleration)
+    - Immich Machine Learning [repository](https://github.com/immich-app/immich/tree/main/machine-learning)