Ollama with Open WebUI on Ubuntu 24.04

Ollama is a cutting-edge AI tool that empowers users to set up and run large language models, such as llama2 and llama3, directly on their local machines. This innovative solution caters to a wide range of users, from experienced AI professionals to enthusiasts, enabling them to explore natural language processing without depending on cloud-based services.

Ollama exposes a local API, allowing developers to seamlessly integrate LLMs into their applications and workflows. This API facilitates efficient communication between your application and the LLM, enabling you to send prompts, receive responses, and leverage the full potential of these powerful AI models.

This Ollama image provides a command-line interface for advanced users, it also comes with user-friendly graphical interface Open WebUI. This interface enhances the overall experience by providing intuitive chat-based interactions like ChatGPT, visual model selection, and parameter adjustment capabilities.

Ollama Features

Local Execution: Ollama allows for the execution of large language models directly on your local machine, providing fast and efficient AI processing capabilities.

Support for Llama 3: Utilize the sophisticated Llama 2 & 3 models to perform a variety of natural language processing tasks.

Model Customization: Ollama offers the flexibility to modify and create custom models, making it suitable for specialized applications.

User-Friendly Interface: The tool is designed for ease of use, ensuring a quick and hassle-free setup process.

Enhanced Data Privacy: By processing data locally, Ollama ensures that your information remains secure and private.

Customization: Tailor models to meet your specific needs, enhancing the relevance and effectiveness of your AI solutions.

Independence from Internet Constraints: Operate large language models without the need for a continuous internet connection, allowing for uninterrupted AI experiences.

Resource Optimization: Local processing with Ollama optimizes your hardware usage, ensuring efficient AI operations.

Open WebUI Features

Docker Integration: Open WebUI runs on a local installation of Docker. Access via web browser.

OpenAI API Integration: Integrate OpenAI-compatible APIs for versatile conversations alongside Ollama models. Customize the OpenAI API URL to link with LMStudio, GroqCloud, Mistral, OpenRouter, and more.

Intuitive Interface: Chat interface takes inspiration from Chat GPT user interface, ensuring a user-friendly experience.

Model Builder: Easily create Ollama models via the Web UI. Create and add custom characters/agents, customize chat elements, and import models effortlessly through Open WebUI Community integration.

Web Search for RAG: Perform web searches using providers like SearXNG, Google PSE, Brave Search, serpstack, and serper, and inject the results directly into your local Retrieval Augmented Generation (RAG) experience.

Image Generation Integration: Seamlessly incorporate image generation capabilities using options such as AUTOMATIC1111 API or ComfyUI (local), and OpenAI's DALL-E (external), enriching your chat experience with dynamic visual content.

Ollama + Open WebUI Documentation / Support

Getting started documentation and support from: Ollama with Open WebUI on Azure

Disclaimer: Ollama is licensed under MIT license. No warrantee of any kind, express or implied, is included with this software. Use at your risk, responsibility for damages (if any) to anyone resulting from the use of this software rest entirely with the user. The author is not responsible for any damage that its use could cause.

Ollama with OpenWebUICloud Infrastructure Services

Ollama with OpenWebUI

Cloud Infrastructure Services

Ollama with OpenWebUI

Cloud Infrastructure Services

Ollama with OpenWebUI
Cloud Infrastructure Services