GradientHQ · sl-gn · Oct 24, 2025 · Oct 23, 2025
diff --git a/README.md b/README.md
@@ -137,7 +137,7 @@ parallax run
 
 Open http://localhost:3001 and you should see the setup interface.
 
-![Model select](docs/images/node_join.png)
+![Model select](docs/images/node_config.png)
 
 Select your desired node and model config and click continue.
 
@@ -154,7 +154,7 @@ parallax join -s {scheduler-address}
 parallax join -s 12D3KooWLX7MWuzi1Txa5LyZS4eTQ2tPaJijheH8faHggB9SxnBu
 ```
 
-![Node join](docs/images/node_config.png)
+![Node join](docs/images/node_join.png)
 
 You should see your nodes start to show up with their status. Wait until all nodes are successfully connected, and you will automatically be directed to the chat interface.
 
@@ -164,6 +164,10 @@ Done! You have your own AI cluster now.
 
 ![Chat](docs/images/chat_interface.png)
 
+#### Chat on Node
+
+If you are only running the node service on your machine, you can visit http://localhost:3002 to access the chat page.
+
 ### Without frontend
 #### Step 1: Launch scheduler
 First launch our scheduler on the main node.

diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md
diff --git a/docs/images/chat.png b/docs/images/chat.png
diff --git a/docs/images/chat_interface.png b/docs/images/chat_interface.png
diff --git a/docs/images/model-selection.png b/docs/images/model-selection.png
diff --git a/docs/images/node-join.png b/docs/images/node-join.png
diff --git a/docs/images/node_config.png b/docs/images/node_config.png
diff --git a/docs/images/node_join.png b/docs/images/node_join.png