Friday, May 9, 2025

How to deply Ollama & open web-ui on your laptop

How to deploy Ollama
 Installation:
  • Download Ollama: Get the Ollama package from the GitHub repository. 
  • Install Dependencies: Ensure you have any required dependencies, including libraries for your specific model. 
  • Verify Installation: Use ollama --version to confirm Ollama is installed correctly. 
2. Model Deployment and Usage:
  • Pull the Model: Use the ollama pull <model_name> command to download the desired model. 
  • Run the Model: Use ollama run <model_name> to initiate the model's execution. 
  • Interacting with the Model: Ollama provides an API at http://localhost:11434/api/generate for interacting with the model. 
  • Optional: Web UI: Explore Open WebUI for a user-friendly interface to manage and interact with models. 
  • Optional: Custom Applications: Build custom applications using libraries like FastAPI and Gradio to integrate Ollama models into your workflows. 

How to deploy open-webui

Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. It supports various LLM runners like Ollama and OpenAI-compatible APIs, with built-in inference engine for RAG, making it a powerful AI deployment solution.

How to Install 🚀

Installation via Python pip 🐍

Open WebUI can be installed using pip, the Python package installer. Before proceeding, ensure you're using Python 3.11 to avoid compatibility issues.

  1. Install Open WebUI: Open your terminal and run the following command to install Open WebUI:

    pip install open-webui
  2. Running Open WebUI: After installation, you can start Open WebUI by executing:

    open-webui serve

This will start the Open WebUI server, which you can access at http://localhost:8080



To upgrade the Open-webui components

pip install open-webui --upgrade

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