revert: ## -> #

docs/tutorials/integrations/amazon-bedrock.md

@@ -11,7 +11,7 @@ This tutorial is a community contribution and is not supported by the Open WebUI
 
 ---
 
-## Integrating Open-WebUI with Amazon Bedrock
+# Integrating Open-WebUI with Amazon Bedrock
 
 In this tutorial, we'll explore one of the most common and popular approaches to integrate Open-WebUI with Amazon Bedrock.
 
@@ -32,7 +32,7 @@ Direct from AWS' website:
 
 To learn more about Bedrock, visit: [Amazon Bedrock's Official Page](https://aws.amazon.com/bedrock/)
 
-## Integration Steps
+# Integration Steps
 
 ## Step 1: Verify access to Amazon Bedrock Base Models
 

docs/tutorials/integrations/backend-controlled-ui-compatible-flow.md

@@ -11,7 +11,7 @@ This tutorial is a community contribution and is not supported by the Open WebUI
 
 ---
 
-## Backend-Controlled, UI-Compatible API Flow
+# Backend-Controlled, UI-Compatible API Flow
 
 This tutorial demonstrates how to implement server-side orchestration of Open WebUI conversations while ensuring that assistant replies appear properly in the frontend UI. This approach requires zero frontend involvement and allows complete backend control over the chat flow.
 This tutorial has been verified to work with Open WebUI version v0.6.15. Future versions may introduce changes in behavior or API structure.

docs/tutorials/integrations/browser-search-engine.md

@@ -9,7 +9,7 @@ This tutorial is a community contribution and is not supported by the Open WebUI
 
 :::
 
-## Browser Search Engine Integration
+# Browser Search Engine Integration
 
 Open WebUI allows you to integrate directly into your web browser. This tutorial will guide you through the process of setting up Open WebUI as a custom search engine, enabling you to execute queries easily from your browser's address bar.
 

docs/tutorials/integrations/continue-dev.md

@@ -9,7 +9,7 @@ This tutorial is a community contribution and is not supported by the Open WebUI
 
 :::
 
-## Integrating Continue.dev VS Code Extension with Open WebUI
+# Integrating Continue.dev VS Code Extension with Open WebUI
 
 ## Download Extension
 

docs/tutorials/integrations/firefox-sidebar.md

@@ -11,7 +11,7 @@ This tutorial is a community contribution and is not supported by the Open WebUI
 
 ## 🦊 Firefox AI Chatbot Sidebar
 
-## Integrating Open WebUI as a Local AI Chatbot Browser Assistant in Mozilla Firefox
+# Integrating Open WebUI as a Local AI Chatbot Browser Assistant in Mozilla Firefox
 
 ## Prerequisites
 

docs/tutorials/integrations/helicone.md

@@ -9,7 +9,7 @@ This tutorial is a community contribution and is not supported by the Open WebUI
 
 :::
 
-## Helicone Integration with Open WebUI
+# Helicone Integration with Open WebUI
 
 Helicone is an open-source LLM observability platform for developers to monitor, debug, and improve **production-ready** applications, including your Open WebUI deployment.
 

docs/tutorials/integrations/okta-oidc-sso.md

@@ -9,7 +9,7 @@ This tutorial is a community contribution and is not supported by the Open WebUI
 
 :::
 
-## 🔗 Okta OIDC SSO Integration
+# 🔗 Okta OIDC SSO Integration
 
 ## Overview
 

docs/tutorials/integrations/redis.md

@@ -9,7 +9,7 @@ This tutorial is a community contribution and is not supported by the Open WebUI
 
 :::
 
-## 🔗 Redis Websocket Support
+# 🔗 Redis Websocket Support
 
 ## Overview