In this guide, we will walk you through the process of building a customized AI assistant using Open WebUI, specifically tailored to your unique needs. We will explore how to leverage large language models (LLMs) locally on your computer, along with utilizing multifiles in Open WebUI to create an AI that can process your knowledge or documents.
Let’s start by outlining the fundamental steps to create your own AI assistant. For instance, imagine you want to develop an AI specifically designed to help with writing blog content. This is possible using Open WebUI, and we can even define characters to enhance interaction.
Select a large language model suitable for your AI assistant. You can opt for various models; in this case, we’ll use Llama 3, which is known for its performance in content writing.
Now, your AI assistant is ready, and you can initiate a chat by clicking "New Chat" and selecting your model. For instance, asking, "Hi, please introduce yourself," should elicit a response that confirms the assistant's capabilities.
In our future tutorials, we will explore how to import documents to create a knowledge base. This way, our AI assistant can answer questions or execute tasks based on the specific data contained within those documents.
To add documents:
For example, if you have some scripts on Stable Diffusion tutorials, you can rename and tag them accordingly for straightforward referencing.
Once your documents are imported, you can ask your AI assistant questions related to the content of those documents. For instance, asking "Do you know about IC light in Stable Diffusion?" should retrieve detailed information embedded in your documents.
You can also use specific tags to load certain documents while querying. For example, using a tag associated with Stable Diffusion could help consolidate relevant knowledge across multiple documents.
Creating your own AI assistant via Open WebUI allows for enhanced productivity and creativity. With the ability to manage a knowledge base of documents and query them effectively, your AI assistant becomes a useful tool for various tasks. This tutorial highlights just the beginning of what you can accomplish.
What is Open WebUI?
How do I create an AI assistant?
What models can I use for my assistant?
**Can my AI assistant process documents?**
How do I import documents into Open WebUI?
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