Ollama docker compose yaml. Follow the configuration steps and verify the GPU integration with Ollama logs. We need Docker Compose when running multiple Docker containers simultaneously, and we want these containers to talk to each other to achieve a common application goal. yml file that’s ready to run Ollama, using the latest available image, and the open-webui service built from a local Dockerfile, which depends on the Ollama service to function. yaml file, volumes, ports, and environment variables. if you have vs code and the `Remote Development´ extension simply opening this project from the root will make vscode ask you to reopen in container Nov 27, 2024 · はじめに. sh/ Install Docker using terminal. /models:/root/. ollama -p 11434:11434 --name ollama ollama/ollama --gpusのパラメーターを変えることでコンテナに認識させるGPUの数を設定することができます。 Welcome to the Ollama Docker Compose Setup! This project simplifies the deployment of Ollama using Docker Compose, making it easy to run Ollama with all its dependencies in a containerized environm Jul 29, 2024 · By following these examples, you can efficiently deploy and manage Ollama and Ollama UI using Docker Compose. Sep 28, 2024 · This article is for those looking for a detailed and straightforward guide on installing Ollama using Docker Compose. yml を作成します。一部書き換えています。 書き換えている要点は 1. 5b模型，速度飞快。_ollama镜像 Apr 18, 2025 · docker logs ollama docker logs ollama-webui docker logs https-portal. 9，但推荐使用官方文档中提到的版本，目前是 3. It's possible to run Ollama with Docker or Docker Compose. Ollama is a streamlined, modular framework designed for developing and operating language models locally. 次に、Docker Composeを使用してOllamaとOpen WebUIを立ち上げるための設定ファイルを作成します。プロジェクトディレクトリにdocker-compose. 在现代计算环境中，利用 GPU 进行计算加速变得越来越重要。本文将介绍如何在 Docker 上部署支持 GPU 的 Ollama 服务。 Dec 28, 2024 · Docker Compose：与Docker一起安装或通过命令行安装。 第一步：拉取Ollama Docker镜像. Ollamaは、ローカル環境でLLMを効率的に実行するためのオープンソースプラットフォームです。 Dockerコンテナを活用することで、OSに依存しない安定した実行環境を構築できます。 基本的なDockerコンテナの起動 Jul 5, 2024 · ステップ 4: Docker Composeファイルの作成. This is really easy, you can access Ollama container shell by typing: docker exec -it May 10, 2025 · ※プロンプト処理中は以下のようにCPUがゴリゴリに張り付きます。これは主にdockerの処理で張り付いているため、ollamaをdocker環境で使うのではなく、ローカル環境にインストールして、Open WebUIから使うように設定すれば問題なくなります。 🧹 停止・削除 Aug 6, 2024 · Setting up Ollama and OpenWebUI with Docker Compose provides a robust, flexible, and high-performance environment for working with large language models. A Compose file allows you to configure your application's services, networks, and volumes in a single file. ” Create a docker-compose. if you have vs code and the `Remote Development´ extension simply opening this project from the root will make vscode ask you to reopen in container. Me pasó que no todos los posts acerca de esto fueron claros con el tema, y por eso decidí escribir esto en mi blog. Pulling a Model Sep 30, 2024 · 這篇文章Ivon將要用Linux的Docker部署兩個服務，簡單在電腦跑起大型語言模型。 第一個是「Ollama」，開源的大型語言模型執行器，基於llama. com Apr 8, 2025 · docker-compose. ai/library ollama pull " model-name " 如何在 Docker 上部署支持 GPU 的 Ollama 服务 关键词：Docker、GPU、Ollama、部署、Docker Compose、nvidia-container-toolkit. yaml123456789101112131415161718192021222324252627282930313233343536373839404142networks: ollama: external: trueservices: ollama: image: ollama/ollama:0 Mar 25, 2025 · docker-compose up -d This will spin up Ollama with GPU acceleration enabled. Overview. 如果你想删除所有数据和容器，可以使用： docker-compose down -v. cpp開發，能夠執行LLaMA、Mistral、Gemma等開源語言模型。Ollama主要使用CPU運算，必要時再用GPU加速。不過它只有純文字界面，打指令操作頗麻煩的，所以才要裝Open WebUI。 May 4, 2025 · By deploying Ollama using Docker Compose, we establish a local large language model environment with good cross-platform compatibility, easy migration and backup, a simplified update process, and In this repository, you’ll find a pre-configured docker-compose. Run powerful open-source language models on your own hardware for data privacy, cost savings, and customization without complex configurations. Now that we have Ollama running inside a Docker container, how do we interact with it efficiently? There are two main ways: 1. Jun 2, 2024 · Ollama (LLaMA 3) and Open-WebUI are powerful tools that allow you to interact with language models locally. The official Ollama Docker image ollama/ollama is available on Docker Hub. Using the Docker shell. Docker pulling Ollama I 2. Working with Ollama: In the terminal. $ docker exec -it ollama-docker ollama run deepseek-r1:8b Thanks This repo was based on the ollama and open-webui (even copy and paste some parts >_> ) repositories and documentation, take a look to their fantastic job if you want to learn more. 2 using this docker-compose. This repository provides a Docker Compose configuration for running two containers: open-webui and The app container serves as a devcontainer, allowing you to boot into it for experimentation. Apr 2, 2024 · Ensure that you stop the Ollama Docker container before you run the following command: docker compose up -d Access the Ollama WebUI. Oct 6, 2023 · もぶもぶさんのスクラップ. Step 3: Run docker-compose up. Welcome to the Ollama Docker Compose Setup! This project simplifies the deployment of Ollama using Docker Compose, making it easy to run Ollama with all its dependencies in a containerized environment. ollama # Montar carpeta local en el contenedor After a pre-setup, this repository helps to run a Container environment This repository contains network-compose. It provides a simple API for creating, running, and managing models, as well as a library of pre-built models that can be easily used in a variety of applications. Ollama es un ‘gestor’ de LLMs y, por defecto, no contiene ninguna imagen. yaml: Jun 8, 2024 · 现在，让我们探讨一下 docker-compose. Ollama official github page. 更新服务. Access Open WebUI And Down Deepseek V1 Model May 14, 2025 · Connects OpenWebUI to Ollama using Docker’s internal networking; It provides access to all GPUs on your host system (Keep in mind, if traditional Linux system, you will need to also install the nvidia-container-toolkit mentioned below under step 5) WSL doesn’t need this. The systemd service. sh file contains code to set up a virtual environment if you prefer not to use Docker for your development environment. Jun 30, 2024 · docker-compose exec -it ollama bash ollama pull llama3 ollama pull all-minilm. $ ollama run llama2 "Summarize this file: $(cat README. Additionally, the run. Mar 29, 2025 · Learn how to run Ollama, a large language model, locally using Docker Compose. Welcome to the Ollama Docker Compose Setup! This project simplifies the deployment of Ollama using Docker Compose, making it easy to run Ollama with all its dependencies in a containerized environm May 5, 2025 · Ollama 作为一款流行的本地大语言模型运行框架，其官方安装方式简洁高效。然而，对于追求更高灵活性、跨平台一致性以及希望简化管理流程的用户而言，采用 Docker Compose 来部署 Ollam Jun 1, 2025 · Docker Compose starts the ollama container first. Make sure you have Homebrew installed. Leveraging Docker Compose Guide for a beginner to install Docker, Ollama and Portainer for MAC. amdgpu. ローカルLLMの使用 - OllamaとOpen WebUIの連携について解説 - Qiitaをもとに docker-compose. It exposes the Ollama API endpoint so that other applications can integrate with it. - Else, you can use https://brew. mkdir ollama (Creates a new directory 'ollama') Sep 21, 2024 · HSA_OVERRIDE_GFX_VERSION=10. Once the download is complete, exit out of the container shell by simply typing exit. yml 文件的关键组件，该文件可以使用 GPU 加速运行 Ollama： Docker Compose 版本： version 属性指定了使用的 Docker Compose 版本。虽然有些人可能会提到 3. Jan 24, 2025 · Learn how to set up a powerful AI development environment using Docker Compose. Follow the step-by-step guide to configure, pull, and test models, and add a web UI and custom modelfile. Open Docker Dashboard > Containers > Click on WebUI port. heyvaldemar. md)" Ollama is a lightweight, extensible framework for building and running language models on the local machine. 🚀 Effortless Setup: Install seamlessly using Docker or Kubernetes (kubectl, kustomize or helm) for a hassle-free experience with support for both :ollama and :cuda tagged images. Run the following command: docker compose -f docker-compose. Aug 26, 2024 · 傻瓜 LLM 架設 - Ollama + Open WebUI 之 Docker Compose 懶人包 【CUDA】如何在 windows 上安装 Ollama 3 + open webui （docker + WSL 2 + ubuntu + nvidia-container） 如何优雅的使用ollama| 京东云技术团队 Feb 24, 2025 · Method 2: Configuring Ollama with Docker “To streamline deployment, we will set up a docker-compose. yml file to run Ollama alongside Open WebUI. Feb 4, 2025 · ChatGPTのようなユーザーインターフェースでLLMを使う。 テスト環境（ubuntu2204 RTX3060 12G） docker-compose. yml May 26, 2024 · Here's the link to the original blog. Accessing Ollama in Docker. A multi-container Docker application for serving OLLAMA API. Follow the steps to set up a docker-compose. Run the application. yml and docker-compose. 7. You can do so by the docker exec lines below, and you can replace the deepseek-r1:8b model with any model you want from: https://ollama. Jun 2, 2024 · Learn how to run Ollama, a self-hosted LLM server, with Docker Compose and Nvidia GPU acceleration. It's designed to be accessible remotely, with integration of Cloudflare for enhanced security and accessibility Apr 25, 2025 · Learn how to deploy Ollama with Open WebUI locally using Docker Compose or manual setup. 04 LTS環境で、オープンソースの大規模言語モデル（LLM）であるOllamaをDocker Composeを使って起動する方法について解説する。 Apr 27, 2024 · docker run -d --gpus=all -v ollama:/root/. The following is the updated docker-compose. The setup includes running the Ollama language model server and its web interface, Open-WebUI, both containerized for ease of use and GPU acceleration. Once ollama is running, Docker Compose starts the open-webui container. yaml file that explains the purpose and usage of the Docker Compose configuration: ollama-portal. 如果你想更新到最新版本的 Ollama 和 Open WebUI，可以使用以下命令： docker-compose pull. open-webui を23000番ポートに変更 2. 0. Whether you’re writing poetry, generating stories, or experimenting with creative content, this guide will walk you through deploying both tools using Docker Compose. The open-webui container serves a web interface that interacts with the ollama container, which provides an API or service. Ollama is now available as an official Docker image; We are excited to share that Ollama is now available as an official Docker sponsored open-source image, making it simpler to get up and running with large language models using Docker containers. docker-compose up -d. - brew install docker docker-machine. yml configuration to set up a local environment for AI services using tools such as Traefik, Ollama, Open WebUI, and Cloudflare's cloudflared. Inside the winy directory, run the following command in a terminal. 🤝 Ollama/OpenAI API Integration: Effortlessly integrate OpenAI Jan 20, 2025 · Are you looking for a PRIVATE flexible and efficient way to run Open-WebUI with Ollama, whether you have a CPU-only Linux machine or a powerful GPU setup? Look no further! This blog post provides a detailed guide to deploying Open-WebUI and Ollama with support for both configurations. Último y más importante paso . net from your workstation, where ollama. Primero vamos a crear el docker compose con la imagen de Ollama: services: ollama: image: ollama/ollama container_name: ollama restart: unless-stopped ports: - 11434:11434 volumes: - . The app container serves as a devcontainer, allowing you to boot into it for experimentation. May 24, 2024 · docker compose ps NAME IMAGE COMMAND SERVICE CREATED STATUS PORTS cloudflare-ollama-1 ollama/ollama "/bin/ollama serve" ollama About a minute ago Up About a minute (healthy) 0. yml -p ollama up -d To access the Ollama management panel, go to https://ollama. Jan 27, 2025 · Es un proceso muy sencillo. yml at system boot. yamlの下に、二つのdockerfile(ollama,open-webui)を配置して二つのコンテナが起動するタイプ。 Self-hosted AI Package is an open, docker compose template that quickly bootstraps a fully featured Local AI and Low Code development environment including Ollama for your local LLMs, Open WebUI for an interface to chat with your N8N agents, and Supabase for your database, vector store, and authentication. By following This guide will walk you through deploying Ollama and Open-WebUI using Docker Compose. . 今回はローカルのパソコンでLLMを運用する方法を解説します。 この記事を見ると、Dockerを使ってOllamaをインストールする方法から、LLMモデルを実際に使うところまでの手順を詳しく知ることができます。 Feb 10, 2025 · docker-compose down. Common issues include: – Models failing to load (usually means insufficient RAM) – SSL certificate problems (check your domain’s DNS settings) – Connection timeouts (patience – model loading can take time) Keeping Things Secure For Docker Desktop on Windows 10/11, install the latest NVIDIA driver and make sure you are using the WSL2 backend; The docker-compose. 0 docker compose -f docker-compose. Configure a systemd service that will start the services defined docker-compose. open-webui then communicates with ollama to access and interact with LLMs. ymlの作成と実行. 首先，打开命令行终端，并执行以下命令来拉取Ollama的Docker镜像： docker pull ollama/ollama:latest 这个命令会从Docker Hub下载最新的Ollama镜像。 第二步：创建Docker Compose文件 docker compose build --build-arg OLLAMA_MODEL={Replace with exact model name from Ollama} You need to pull or run a model in order to have access to any models. Oct 1, 2024 · This repository provides a Docker Compose configuration for running two containers: open-webui and ollama. Remember you need a Docker account and Docker Desktop app installed to run the commands below. Launch the stack with: docker-compose up -d This Docker Compose configuration outlines a complete setup for running local AI models using Ollama with a web interface. sh Docker Compose File: Docker Compose is a tool for defining and running multi-container Docker applications. To expose the Ollama API, you will need to use an additional Docker Compose file. yaml up -d --build Expose Ollama API. yml file Nov 13, 2024 · docker-compose. 这篇文章主要介绍了本地大模型的最佳实践系列——ollama（附 docker-compose 命令）。文章详细介绍了 ollama 的生态、安装步骤、模型下载、本地聊天、接口调用等内容。 Dec 11, 2024 · Dockerを使用したOllama環境の構築. Check Ollama logs: docker compose logs ollama; If you can't connect to Ollama: Ensure ports are not in use; Check network mode settings; Verify Ollama is running: docker compose ps; For memory issues: Adjust model settings; Use smaller models; Increase Docker memory limits Mar 4, 2025 · Once done copying or creating the docker compose file run docker compose up -d and once deployment completes run docker ps to confirm that your containers are running. Whether you’re writing poetry, generating stories, or experimenting with creative content, this setup will help you get started with a locally running AI!! Details on Ollama can also be found via their GitHub Repository here: Ollama Jan 12, 2025 · Here's a sample README. 这样，你就成功地使用 Docker Compose 安装了 Ollama 和 Open WebUI。 Jul 21, 2024 · Ubuntu 22. Want to run powerful AI models locally and access them remotely through a user-friendly interface? This guide explores a seamless Docker Compose setup that combines Ollama, Ollama UI, and Cloudflare for a secure and accessible experience. Congratulations! You’ve successfully accessed Ollama with Ollama WebUI in just two minutes, bypassing the need for pod deployments. net is the domain name of my service. This repository allows you to run an Ollama server with Docker Compose. The official Ollama Docker image (ollama/ollama) is available on Docker Hub. yaml file already contains the necessary instructions. Feb 11, 2025 · Learn how to run Ollama, an open-source engine for large language models, and Open WebUI, a web interface for interacting with Ollama, using Docker Compose. ymlファイルを作成し、以下の内容を記述します。 docker compose up -d Download a model (can also be done also from webui) make ollama/bash # enter docker image # See avail models at https://ollama. api. In your own apps, you'll need to add the Ollama service in your docker-compose. 8。这样可以确保兼容性和稳定性。 Sep 27, 2024 · docker compose -f ollama-traefik-letsencrypt-docker-compose. yaml up -d --build Using the run-compose. md file written by Llama3. 3. 0:11434->11434/tcp cloudflare-tunnel-1 cloudflare/cloudflared:latest "cloudflared --no-au…" Sep 16, 2024 · Ejecuta docker compose up y listo. If you are just installing Ollama on your local machine, I recommend using the file in Mar 14, 2024 · 它帮助用户快速在本地运行大模型，通过简单的安装指令，可以让用户执行一条命令就在本地运行开源大型语言模型，例如 Llama 2。【ollama】（5）：在本地使用docker-compose启动ollama镜像，并下载qwen-0. yaml -f docker-compose. You can add a client application to your docker-compose. Tendrás Ollama y Open WebUI corriendo. This would take a while to complete. zgosunzchafhvzevnlpcfpxvrylopvbfsupzarojabdlebykwjornmk