From dc65e77f7a1a4b2f3d438dea80958a63a0ac0561 Mon Sep 17 00:00:00 2001
From: Timothy Jaeryang Baek <tim@openwebui.com>
Date: Fri, 31 Jan 2025 00:34:00 -0800
Subject: [PATCH] refac

---
 docs/features/plugin/functions/index.mdx      | 20 ++++++-------
 docs/features/plugin/tools/index.mdx          |  6 ++--
 docs/tutorials/deployment/index.mdx           |  2 +-
 docs/tutorials/docker-install.md              |  2 +-
 docs/tutorials/https-nginx.md                 |  2 +-
 docs/tutorials/images.md                      |  2 +-
 docs/tutorials/integrations/_category_.json   |  7 +++++
 docs/tutorials/integrations/apachetika.md     |  2 +-
 .../integrations/browser-search-engine.md     |  2 +-
 docs/tutorials/integrations/continue-dev.md   |  2 +-
 docs/tutorials/integrations/custom-ca.md      |  2 +-
 docs/tutorials/integrations/index.mdx         |  4 ---
 docs/tutorials/integrations/ipex_llm.md       |  2 +-
 docs/tutorials/integrations/redis.md          |  2 +-
 .../Kokoro-FastAPI-integration.md             |  2 +-
 docs/tutorials/text-to-speech/_category_.json |  7 +++++
 docs/tutorials/text-to-speech/index.mdx       |  4 ---
 .../openai-edge-tts-integration.md            |  2 +-
 .../openedai-speech-integration.md            |  2 +-
 docs/tutorials/tips/_category_.json           |  7 +++++
 docs/tutorials/tips/contributing-tutorial.md  |  4 +--
 docs/tutorials/tips/index.mdx                 |  4 ---
 docs/tutorials/tips/rag-tutorial.md           | 28 +++++++++----------
 23 files changed, 63 insertions(+), 54 deletions(-)
 create mode 100644 docs/tutorials/integrations/_category_.json
 delete mode 100644 docs/tutorials/integrations/index.mdx
 create mode 100644 docs/tutorials/text-to-speech/_category_.json
 delete mode 100644 docs/tutorials/text-to-speech/index.mdx
 create mode 100644 docs/tutorials/tips/_category_.json
 delete mode 100644 docs/tutorials/tips/index.mdx

diff --git a/docs/features/plugin/functions/index.mdx b/docs/features/plugin/functions/index.mdx
index 4cb9bd1..8c2feec 100644
--- a/docs/features/plugin/functions/index.mdx
+++ b/docs/features/plugin/functions/index.mdx
@@ -5,9 +5,9 @@ title: "🧰 Functions"
 
 ## 🚀 What Are Functions?
 
-Functions are like **plugins** for OpenWebUI. They help you **extend its capabilities**—whether it’s adding support for new AI model providers like Anthropic or Vertex AI, tweaking how messages are processed, or introducing custom buttons to the interface for better usability.  
+Functions are like **plugins** for Open WebUI. They help you **extend its capabilities**—whether it’s adding support for new AI model providers like Anthropic or Vertex AI, tweaking how messages are processed, or introducing custom buttons to the interface for better usability.  
 
-Unlike external tools that may require complex integrations, **Functions are built-in and run within the OpenWebUI environment.** That means they are fast, modular, and don’t rely on external dependencies.  
+Unlike external tools that may require complex integrations, **Functions are built-in and run within the Open WebUI environment.** That means they are fast, modular, and don’t rely on external dependencies.  
 
 Think of Functions as **modular building blocks** that let you enhance how the WebUI works, tailored exactly to what you need. They’re lightweight, highly customizable, and written in **pure Python**, so you have the freedom to create anything—from new AI-powered workflows to integrations with anything you use, like Google Search or Home Assistant.
 
@@ -15,7 +15,7 @@ Think of Functions as **modular building blocks** that let you enhance how the W
 
 ## 🏗️ Types of Functions  
 
-There are **three types of Functions** in OpenWebUI, each with a specific purpose. Let’s break them down and explain exactly what they do:
+There are **three types of Functions** in Open WebUI, each with a specific purpose. Let’s break them down and explain exactly what they do:
 
 ---
 
@@ -25,10 +25,10 @@ A **Pipe Function** is how you create **custom agents/models** or integrations,
 
 **What does it do?**  
 - Pipes let you define complex workflows. For instance, you could create a Pipe that sends data to **Model A** and **Model B**, processes their outputs, and combines the results into one finalized answer.
-- Pipes don’t even have to use AI! They can be setups for **search APIs**, **weather data**, or even systems like **Home Assistant**. Basically, anything you’d like to interact with can become part of OpenWebUI.  
+- Pipes don’t even have to use AI! They can be setups for **search APIs**, **weather data**, or even systems like **Home Assistant**. Basically, anything you’d like to interact with can become part of Open WebUI.  
 
 **Use case example:**  
-Imagine you want to query Google Search directly from OpenWebUI. You can create a Pipe Function that:  
+Imagine you want to query Google Search directly from Open WebUI. You can create a Pipe Function that:  
 1. Takes your message as the search query.  
 2. Sends the query to Google Search’s API.  
 3. Processes the response and returns it to you inside the WebUI like a normal "model" response.  
@@ -79,10 +79,10 @@ Learn how to set them up in the [**Action Functions Guide**](./action.mdx).
 
 ## 🛠️ How to Use Functions  
 
-Here's how to put Functions to work in OpenWebUI:
+Here's how to put Functions to work in Open WebUI:
 
 ### 1. **Install Functions**  
-You can install Functions via the OpenWebUI interface or by importing them manually. You can find community-created functions on the [OpenWebUI Community Site](https://openwebui.com/functions).
+You can install Functions via the Open WebUI interface or by importing them manually. You can find community-created functions on the [Open WebUI Community Site](https://openwebui.com/functions).
 
 ⚠️ **Be cautious.** Only install Functions from trusted sources. Running unknown code poses security risks.  
 
@@ -112,13 +112,13 @@ Once you’ve followed the setup process, Functions will seamlessly enhance your
 
 ## ✅ Why Use Functions?  
 
-Functions are designed for anyone who wants to **unlock new possibilities** with OpenWebUI:  
+Functions are designed for anyone who wants to **unlock new possibilities** with Open WebUI:  
 
 - **Extend**: Add new models or integrate with non-AI tools like APIs, databases, or smart devices.  
 - **Optimize**: Tweak inputs and outputs to fit your use case perfectly.  
 - **Simplify**: Add buttons or shortcuts to make the interface intuitive and efficient.  
 
-Whether you’re customizing workflows for specific projects, integrating external data, or just making OpenWebUI easier to use, Functions are the key to taking control of your instance.
+Whether you’re customizing workflows for specific projects, integrating external data, or just making Open WebUI easier to use, Functions are the key to taking control of your instance.
 
 ---
 
@@ -130,4 +130,4 @@ Whether you’re customizing workflows for specific projects, integrating extern
    - [Filter Functions Guide](./filter.mdx)  
    - [Action Functions Guide](./action.mdx)  
 
-By leveraging Functions, you’ll bring entirely new capabilities to your OpenWebUI setup. Start experimenting today! 🚀
\ No newline at end of file
+By leveraging Functions, you’ll bring entirely new capabilities to your Open WebUI setup. Start experimenting today! 🚀
\ No newline at end of file
diff --git a/docs/features/plugin/tools/index.mdx b/docs/features/plugin/tools/index.mdx
index a73bb11..3478924 100644
--- a/docs/features/plugin/tools/index.mdx
+++ b/docs/features/plugin/tools/index.mdx
@@ -29,13 +29,13 @@ Navigate to the community site: https://openwebui.com/tools/
 1) Click on the Tool you wish to import
 2) Click the blue “Get” button in the top right-hand corner of the page
 3) Click “Download as JSON export”
-4) You can now upload the Tool into OpenWebUI by navigating to Workspace => Tools and clicking “Import Tools”
+4) You can now upload the Tool into Open WebUI by navigating to Workspace => Tools and clicking “Import Tools”
 
-### Import via your OpenWebUI URL
+### Import via your Open WebUI URL
 1) Navigate to the community site: https://openwebui.com/tools/
 2) Click on the Tool you wish to import
 3) Click the blue “Get” button in the top right-hand corner of the page
-4) Enter the IP address of your OpenWebUI instance and click “Import to WebUI” which will automatically open your instance and allow you to import the Tool.
+4) Enter the IP address of your Open WebUI instance and click “Import to WebUI” which will automatically open your instance and allow you to import the Tool.
 
 Note: You can install your own Tools and other Tools not tracked on the community site using the manual import method. Please do not import Tools you do not understand or are not from a trustworthy source. Running unknown code is ALWAYS a risk.
 
diff --git a/docs/tutorials/deployment/index.mdx b/docs/tutorials/deployment/index.mdx
index 3abe744..be78de8 100644
--- a/docs/tutorials/deployment/index.mdx
+++ b/docs/tutorials/deployment/index.mdx
@@ -8,7 +8,7 @@ import { TopBanners } from "@site/src/components/TopBanners";
 
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 :::info
diff --git a/docs/tutorials/docker-install.md b/docs/tutorials/docker-install.md
index bc72635..ac6f678 100644
--- a/docs/tutorials/docker-install.md
+++ b/docs/tutorials/docker-install.md
@@ -4,7 +4,7 @@ title: 🐳 Installing Docker
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 # Installing Docker
diff --git a/docs/tutorials/https-nginx.md b/docs/tutorials/https-nginx.md
index 9fc2cc0..f583ab7 100644
--- a/docs/tutorials/https-nginx.md
+++ b/docs/tutorials/https-nginx.md
@@ -4,7 +4,7 @@ title: "🔒 HTTPS using Nginx"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 # HTTPS using Nginx
diff --git a/docs/tutorials/images.md b/docs/tutorials/images.md
index b9721e3..88e346c 100644
--- a/docs/tutorials/images.md
+++ b/docs/tutorials/images.md
@@ -4,7 +4,7 @@ title: "🎨 Image Generation"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 # 🎨 Image Generation
diff --git a/docs/tutorials/integrations/_category_.json b/docs/tutorials/integrations/_category_.json
new file mode 100644
index 0000000..b2ba55f
--- /dev/null
+++ b/docs/tutorials/integrations/_category_.json
@@ -0,0 +1,7 @@
+{
+	"label": "🔗 Integrations",
+	"position": 2,
+	"link": {
+		"type": "generated-index"
+	}
+}
diff --git a/docs/tutorials/integrations/apachetika.md b/docs/tutorials/integrations/apachetika.md
index 74e8a2a..c54baa8 100644
--- a/docs/tutorials/integrations/apachetika.md
+++ b/docs/tutorials/integrations/apachetika.md
@@ -4,7 +4,7 @@ title: "🪶 Apache Tika Extraction"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 ## 🪶 Apache Tika Extraction
diff --git a/docs/tutorials/integrations/browser-search-engine.md b/docs/tutorials/integrations/browser-search-engine.md
index ede010f..ec50238 100644
--- a/docs/tutorials/integrations/browser-search-engine.md
+++ b/docs/tutorials/integrations/browser-search-engine.md
@@ -4,7 +4,7 @@ title: "🌐 Browser Search Engine"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 # Browser Search Engine Integration
diff --git a/docs/tutorials/integrations/continue-dev.md b/docs/tutorials/integrations/continue-dev.md
index e4e1ec1..7f7afa0 100644
--- a/docs/tutorials/integrations/continue-dev.md
+++ b/docs/tutorials/integrations/continue-dev.md
@@ -4,7 +4,7 @@ title: "⚛️ Continue.dev VSCode Extension with Open WebUI"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 # Integrating Continue.dev VSCode Extension with Open WebUI
diff --git a/docs/tutorials/integrations/custom-ca.md b/docs/tutorials/integrations/custom-ca.md
index 64d47e5..a0131dd 100644
--- a/docs/tutorials/integrations/custom-ca.md
+++ b/docs/tutorials/integrations/custom-ca.md
@@ -4,7 +4,7 @@ title: "🛃 Setting up with Custom CA Store"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 If you get an `[SSL: CERTIFICATE_VERIFY_FAILED]` error when trying to run OI, most likely the issue is that you are on a network which intercepts HTTPS traffic (e.g. a corporate network).
diff --git a/docs/tutorials/integrations/index.mdx b/docs/tutorials/integrations/index.mdx
deleted file mode 100644
index c493561..0000000
--- a/docs/tutorials/integrations/index.mdx
+++ /dev/null
@@ -1,4 +0,0 @@
----
-sidebar_position: 2
-title: "🔗 Integrations"
----
\ No newline at end of file
diff --git a/docs/tutorials/integrations/ipex_llm.md b/docs/tutorials/integrations/ipex_llm.md
index 2ef1636..b2283c2 100644
--- a/docs/tutorials/integrations/ipex_llm.md
+++ b/docs/tutorials/integrations/ipex_llm.md
@@ -4,7 +4,7 @@ title: "🖥️ Local LLM Setup with IPEX-LLM on Intel GPU"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 :::note
diff --git a/docs/tutorials/integrations/redis.md b/docs/tutorials/integrations/redis.md
index e65f008..9e10c90 100644
--- a/docs/tutorials/integrations/redis.md
+++ b/docs/tutorials/integrations/redis.md
@@ -4,7 +4,7 @@ title: "🔗 Redis Websocket Support"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 # 🔗 Redis Websocket Support
diff --git a/docs/tutorials/text-to-speech/Kokoro-FastAPI-integration.md b/docs/tutorials/text-to-speech/Kokoro-FastAPI-integration.md
index 0c063e1..99cd73c 100644
--- a/docs/tutorials/text-to-speech/Kokoro-FastAPI-integration.md
+++ b/docs/tutorials/text-to-speech/Kokoro-FastAPI-integration.md
@@ -4,7 +4,7 @@ title: "🗨️ Kokoro-FastAPI Using Docker"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 # Integrating `Kokoro-FastAPI` 🗣️ with Open WebUI
diff --git a/docs/tutorials/text-to-speech/_category_.json b/docs/tutorials/text-to-speech/_category_.json
new file mode 100644
index 0000000..0b92cd9
--- /dev/null
+++ b/docs/tutorials/text-to-speech/_category_.json
@@ -0,0 +1,7 @@
+{
+	"label": "🗨️ Text-to-Speech",
+	"position": 5,
+	"link": {
+		"type": "generated-index"
+	}
+}
diff --git a/docs/tutorials/text-to-speech/index.mdx b/docs/tutorials/text-to-speech/index.mdx
deleted file mode 100644
index 06ecb1a..0000000
--- a/docs/tutorials/text-to-speech/index.mdx
+++ /dev/null
@@ -1,4 +0,0 @@
----
-sidebar_position: 5
-title: "🗨️ Text-to-Speech"
----
\ No newline at end of file
diff --git a/docs/tutorials/text-to-speech/openai-edge-tts-integration.md b/docs/tutorials/text-to-speech/openai-edge-tts-integration.md
index 44c15f7..effb4d7 100644
--- a/docs/tutorials/text-to-speech/openai-edge-tts-integration.md
+++ b/docs/tutorials/text-to-speech/openai-edge-tts-integration.md
@@ -4,7 +4,7 @@ title: "🗨️ Edge TTS Using Docker"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 # Integrating `openai-edge-tts` 🗣️ with Open WebUI
diff --git a/docs/tutorials/text-to-speech/openedai-speech-integration.md b/docs/tutorials/text-to-speech/openedai-speech-integration.md
index 3a500f2..d5d28f2 100644
--- a/docs/tutorials/text-to-speech/openedai-speech-integration.md
+++ b/docs/tutorials/text-to-speech/openedai-speech-integration.md
@@ -4,7 +4,7 @@ title: "🗨️ Openedai-speech Using Docker"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 **Integrating `openedai-speech` into Open WebUI using Docker**
diff --git a/docs/tutorials/tips/_category_.json b/docs/tutorials/tips/_category_.json
new file mode 100644
index 0000000..10bd6bd
--- /dev/null
+++ b/docs/tutorials/tips/_category_.json
@@ -0,0 +1,7 @@
+{
+	"label": "💡 Tips & Tricks",
+	"position": 900,
+	"link": {
+		"type": "generated-index"
+	}
+}
diff --git a/docs/tutorials/tips/contributing-tutorial.md b/docs/tutorials/tips/contributing-tutorial.md
index 40a16e5..b620411 100644
--- a/docs/tutorials/tips/contributing-tutorial.md
+++ b/docs/tutorials/tips/contributing-tutorial.md
@@ -4,7 +4,7 @@ title: "🤝 Contributing Tutorials"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
 # Contributing Tutorials
@@ -98,7 +98,7 @@ Community-contributed tutorials must include the the following:
 
 ```
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 ```
 
diff --git a/docs/tutorials/tips/index.mdx b/docs/tutorials/tips/index.mdx
deleted file mode 100644
index 3731180..0000000
--- a/docs/tutorials/tips/index.mdx
+++ /dev/null
@@ -1,4 +0,0 @@
----
-sidebar_position: 900
-title: "💡 Tips & Tricks"
----
\ No newline at end of file
diff --git a/docs/tutorials/tips/rag-tutorial.md b/docs/tutorials/tips/rag-tutorial.md
index f9763fe..5b5fc0d 100644
--- a/docs/tutorials/tips/rag-tutorial.md
+++ b/docs/tutorials/tips/rag-tutorial.md
@@ -4,12 +4,12 @@ title: "🔎 Open WebUI RAG Tutorial"
 ---
 
 :::warning
-This tutorial is a community contribution and is not supported by the OpenWebUI team. It serves only as a demonstration on how to customize OpenWebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
+This tutorial is a community contribution and is not supported by the Open WebUI team. It serves only as a demonstration on how to customize Open WebUI for your specific use case. Want to contribute? Check out the contributing tutorial.
 :::
 
-# Tutorial: Configuring RAG with OpenWebUI Documentation
+# Tutorial: Configuring RAG with Open WebUI Documentation
 
-In this tutorial, you will learn how to use **Retrieval-Augmented Generation (RAG)** with OpenWebUI to load real-world documentation as a knowledge base. We will walk through how to use the latest **OpenWebUI Documentation** as an example for this setup.
+In this tutorial, you will learn how to use **Retrieval-Augmented Generation (RAG)** with Open WebUI to load real-world documentation as a knowledge base. We will walk through how to use the latest **Open WebUI Documentation** as an example for this setup.
 
 ---
 
@@ -21,7 +21,7 @@ Retrieval-Augmented Generation (RAG) combines **LLMs** with **retrieved knowledg
 
 This tutorial demonstrates how to:
 
-- Upload the latest OpenWebUI Documentation as a knowledge base.
+- Upload the latest Open WebUI Documentation as a knowledge base.
 - Connect it to a custom model.
 - Query the knowledge base for enhanced assistance.
 
@@ -29,9 +29,9 @@ This tutorial demonstrates how to:
 
 ## Setup
 
-### Step-by-Step Setup: OpenWebUI Documentation as Knowledge Base
+### Step-by-Step Setup: Open WebUI Documentation as Knowledge Base
 
-Follow these steps to set up RAG with **OpenWebUI Documentation**:
+Follow these steps to set up RAG with **Open WebUI Documentation**:
 
 1. **Download the Documentation**:
    - Download the latest documentation:
@@ -45,13 +45,13 @@ Follow these steps to set up RAG with **OpenWebUI Documentation**:
 
 4. **Create a Knowledge Base**:
    - Navigate to **Workspace** > **Knowledge** > **+ Create a Knowledge Base**.
-   - Name it: `OpenWebUI Documentation`
+   - Name it: `Open WebUI Documentation`
    - Purpose: **Assistance**
 
    > Click **Create Knowledge**.
 
 5. **Upload the Files**:
-   - Drag and drop the `.md` and `.mdx` files from the extracted folder into the **OpenWebUI Documentation** knowledge base.
+   - Drag and drop the `.md` and `.mdx` files from the extracted folder into the **Open WebUI Documentation** knowledge base.
 
 ---
 
@@ -63,9 +63,9 @@ Follow these steps to set up RAG with **OpenWebUI Documentation**:
    - Go to **Workspace** > **Models** > **+ Add New Model**.
 
 2. **Configure the Model**:
-   - **Name**: `OpenWebUI`
+   - **Name**: `Open WebUI`
    - **Base Model**: *(Select the appropriate Llama or other available model)*
-   - **Knowledge Source**: Select **OpenWebUI Documentation** from the dropdown.
+   - **Knowledge Source**: Select **Open WebUI Documentation** from the dropdown.
 
 3. **Save the Model**.
 
@@ -73,10 +73,10 @@ Follow these steps to set up RAG with **OpenWebUI Documentation**:
 
 ## Examples and Usage
 
-### Query the OpenWebUI Documentation Model
+### Query the Open WebUI Documentation Model
 
 1. **Start a New Chat**:
-   - Navigate to **New Chat** and select the `OpenWebUI` model.
+   - Navigate to **New Chat** and select the `Open WebUI` model.
 
 2. **Example Queries**:
 
@@ -86,7 +86,7 @@ Follow these steps to set up RAG with **OpenWebUI Documentation**:
    ```
 
    ```
-   User: "How do I update OpenWebUI using Docker?"
+   User: "How do I update Open WebUI using Docker?"
    System: "Refer to `docker/updating.md`: Use `docker pull` and restart the container."
    ```
 
@@ -102,4 +102,4 @@ Follow these steps to set up RAG with **OpenWebUI Documentation**:
 
 ---
 
-With this setup, you can effectively use the **OpenWebUI Documentation** to assist users by retrieving relevant information for their queries. Enjoy building and querying your custom knowledge-enhanced models!
+With this setup, you can effectively use the **Open WebUI Documentation** to assist users by retrieving relevant information for their queries. Enjoy building and querying your custom knowledge-enhanced models!