diff --git a/docs/tutorial/web_search.md b/docs/tutorial/web_search.md
index 7312231..511086d 100644
--- a/docs/tutorial/web_search.md
+++ b/docs/tutorial/web_search.md
@@ -27,7 +27,7 @@ server:
   limiter: false
   image_proxy: true
   port: 8080
-  bind_address : "0.0.0.0"
+  bind_address: "0.0.0.0"
 
 ui:
   static_use_hash: true
@@ -40,6 +40,7 @@ search:
     - html
     - json
 ```
+
 </details>
 
 <details>
@@ -50,6 +51,7 @@ search:
 # activate link_token method in the ip_limit method
 link_token = true
 ```
+
 </details>
 
 <details>
@@ -107,6 +109,7 @@ static-expires = /* 86400
 static-gzip-all = True
 offload-threads = 4
 ```
+
 </details>
 
 ### 2. Docker Compose Setup
@@ -149,10 +152,9 @@ docker run -d --name searxng -p 8080:8080 -v ./searxng:/etc/searxng --restart al
 
 ### 4. GUI configuration
 
-Navigate to **Workspace > Documents > Document Settings > Web Params**:
+Navigate to **Admin Settings > Web Search**:
 ![SearXNG GUI Configuration](/img/tutorial_searxng_config.png)
 
-
 ### 5. Using Web Search in a Chat
 
 To access Web Search, Click on the + next to the message input field.
@@ -162,12 +164,11 @@ Here you can toggle Web Search On/Off.
 ![Web Search UI Toggle](/img/web_search_toggle.png)
 
 #### Note
+
 You will have to expicitly toggle this On/Off in a chat.
 
 This is enabled on a per session basis eg. reloading the page, changing to another chat will toggle off.
 
-
-
 ## Google PSE API
 
 ## Serper API
diff --git a/static/img/tutorial_searxng_config.png b/static/img/tutorial_searxng_config.png
index fbe465a..4588674 100644
Binary files a/static/img/tutorial_searxng_config.png and b/static/img/tutorial_searxng_config.png differ