Ollama docker api. This exposes entire API with its endpoints.
Ollama docker api ollama pull llama2: This is the command run inside the container to download the `llama2` model. A multi-container Docker application for serving OLLAMA API. - ollama/README. 在一个新的终端窗口运行 ollama Oct 20, 2023 · api. yaml file that has both Ollama and Open Web UI: services: ollama: image: ollama/ollama:latest May 13, 2025 · Docker环境下快速部署Ollama与Open-WebUI：详细指南. This setup is designed to Nov 22, 2024 · Docker provides a convenient way to containerize applications, making it easier to manage and deploy AI models like Ollama. md at main · ollama/ollama Dec 20, 2023 · docker exec -it ollama ollama run llama2 You can even use this single-liner command: $ alias ollama='docker run -d -v ollama:/root/. ollama Aug 18, 2024 · 本文将介绍如何通过Docker安装Ollama，并将其部署以使用本地大模型，同时接入one-api，以便通过API接口轻松调用所需的大规模语言模型。 硬件配置 由于大模型对硬件配置要求非常高，所以机器的配置越高越好，有独立显卡更佳，建议内存32G起步。 摘要： Docker 安装 Ollama 及使用Ollama部署大模型. com { # if you have 80 and 443 open on the ollama server, you can specify tls and caddy automatically sets up SSL for you such that external connectors securely connect to your Ollama API with SSL and do not complain about certificates # tls somemail@mail. 1 and other large language models. Jan 24, 2025 · Image: Uses the official ollama/ollama image in its latest version. To begin, pull the Ollama Docker image using the command: docker pull ollama/ollama. Nov 17, 2024 · 皆さんローカルLLMツールOllamaはお使いでしょうか。いろいろローカルLLMを触ろうとして思ったのはやはりこのツールは使いやすい、色々わからなくてもローカルLLMを動かすだけならこんなに素晴らしいツールはないだろうと毎日感謝しております。 今回はWindowsでOllamaを動かした場合の Jul 23, 2024 · Log output below. 3. It handles model downloading, configuration, and interaction through a straightforward API. I solved the problem by deleting the local volume and let Open WebUI recreate the config/files. Volumes: Persists data using a Docker volume named ollama_data, mounted at /root/. Port Mapping: Maps port 11434 on the host to port 11434 in the container. Dec 1, 2024 · I want to run Ollama docker image. 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 Feb 17, 2025 · 本文将详细介绍如何通过 Docker 安装 Ollama，并将其部署以使用本地大模型，同时接入 one-api，以便通过 API 接口轻松调用所需的大规模语言模型。 硬件配置 Dec 20, 2023 · docker exec -it ollama ollama run llama2 You can even use this single-liner command: $ alias ollama='docker run -d -v ollama:/root/. Feb 8, 2024 · Ollama now has built-in compatibility with the OpenAI Chat Completions API, making it possible to use more tooling and applications with Ollama locally. 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 Sep 15, 2024 · Reload systemd and restart Ollama. 2. Ollama is a tool used to run the open-weights large language models locally. What's odd is that this is running on 192. Dec 11, 2024 · Dockerを使用したOllama環境の構築. Next, start the server:. cn. 运行本地构建. docker exec -it ollama ollama run llama3. This downloads the pre-built image containing the Ollama runtime. Get up and running with Llama 3. This tutorial should serve as a good reference for anything you wish to do with Ollama, so bookmark it and let’s get started. 线上pull2. Generating Responses through Ollama API using Python Now that we know about the REST API Ollama provides, we can use Python to generate responses programmatically. Import requests and json library. Using the Docker shell. Additionally, the run. ollama serve is used when you want to start ollama without running the desktop application. Run the Docker container with the necessary settings: docker run -d --gpus=all -v ollama:/root/. Important caveat # If you plan to host Ollma on a publicly accessible URL or with some form of authentication and authorization, please remember to expose only the generate ( /api/generate ) and the chat ( /api/chat ) endpoints. ollama -p 11434:11434 --name ollama ollama/ollama:rocm Run model locally. These containers use a Run Ollama in a container if you're on Linux, and using a native installation of the Docker Engine, or Windows 10/11, and using Docker Desktop, you have a CUDA-supported GPU, and your system has at least 8 GB of RAM. ollama -e OLLAMA_ORIGINS= "*"-p 11434:11434 --name ollama ollama/ollama Conclusion. docker exec -it ollama: Executes a command inside the `ollama` container interactively. Now you can run a model: docker exec -it ollama ollama run llama3. Once installed, Ollama can run locally without requiring an internet Feb 11, 2025 · Ollama Docker Compose # The Docker images for both Ollama and Open WebUI are not small. py in to test both the /stream endpoint and /generate endpoint of the API in the other container. Container Name: The container will be named ollama. 2 尝试不同的模型 Feb 14, 2024 · There are various endpoints that we can use for different purposes. Create a python file. 77 GB uncompressed. 可以把Ollama變成一個API服務，提供其他的應用程式直接使用API的方式來呼叫Ollama，並運行 Oct 1, 2024 · ollama-portal. py. 要使用带有 AMD GPU 的 Docker 运行 Ollama，请使用rocm标签和以下命令：ollama. 导入 safetensors Get up and running with large language models. API_KEY}" } respond 🚀 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. Ollama will reject requests from these origins (see also #3571). The app container serves as a devcontainer, allowing you to boot into it for experimentation. 🤝 Ollama/OpenAI API Integration: Effortlessly integrate OpenAI Apr 27, 2024 · docker run -d --gpus=all -v ollama:/root/. 现在你可以运行一个模型： docker exec -it ollama ollama run llama3. Aug 13, 2024 · You can use this Loadbalancer DNS as an API url in your other applications as well to connect to llama3 chatbot, or simply open the /docs and give your query using FastAPI. This is really easy, you can access Ollama container shell by typing: docker exec -it ollama <commands> but typing this same command overtime can be tiring. ollama May 13, 2025 · 接着，详细说明了如何通过Docker安装和配置OpenWebUI，包括Docker的下载、汉化以及替换国内镜像源的操作步骤。最后，指导用户如何在OpenWebUI中添加Ollama模型，并完成配置，使其能够正常使用。整个过程旨在简化部署流程，帮助用户快速搭建本地AI模型环境。 Ollama Docker FastAPI This is a simple Dockerized FastAPI application that returns a JSON response. Salut ! Aujourd’hui, je vais partager avec vous comment j’utilise l’IA au quotidien pour bosser sur mes projets perso ou professionnels. 76 GB uncompressed, and Open WebUI’s main tag is 3. cadn. These containers use a Aug 21, 2024 · 本文将介绍如何通过Docker安装Ollama，并将其部署以使用本地大模型，同时接入one-api，以便通过API接口轻松调用所需的大规模语言模型。 硬件配置 由于大模型对硬件配置要求非常高，所以机器的配置越高越好，有独立显卡更佳，建议内存32G起步。 Mar 29, 2025 · Collabnix Team Follow The Collabnix Team is a diverse collective of Docker, Kubernetes, and IoT experts united by a passion for cloud-native technologies. Would be great if ollama had API_KEY based authentication to solve this issue without requiring the user to manually start ollama with OLLAMA_ORIGINS. Setup. Maybe this helps out. It uses ollama to run llama3 model inside a docker container and serve the model as a FastAPI application. 2 REST API. Ollama’s latest (version 0. Ollama has a REST API for running and managing models. md at main · ollama/ollama 要使用 Docker 和 AMD GPU 运行 Ollama，请使用 rocm 标签和以下命令： docker run -d --device /dev/kfd --device /dev/dri -v ollama:/root/. 从控制面板编辑系统环境变量. Building. - ollama/docs/api. Start by downloading Ollama and pulling a model such as Llama 2 or Mistral: ollama pull llama2 Usage cURL 摘要： Docker 安装 Ollama 及使用Ollama部署大模型. If you’re using WSL2-based Docker Desktop (which most modern setups do), you do not need to manually install the NVIDIA Container Toolkit like on Linux. I can confirm that Ollama model definitely works and is Using ollama directly was fine. Mar 24, 2025 · Ollama simplifies the process of running LLMs locally. 参见 开发者指南. 关键词： Ollama、Docker、大模型. This is necessary because Ollama serves its API on this port. I want to secure it by adding reverse proxy on top of it and i have chosen Nginx for the job. Docker. Oct 5, 2023 · Ollama is a sponsored open-source image that lets you run large language models locally with GPU acceleration. Generate a response Mar 25, 2025 · Accessing Ollama in Docker. Run Ollama outside of a container if you're on an Apple silicon Mac. The open-webui container serves a web interface that interacts with the ollama container, which provides an API or service. By following these steps, you'll have Ollama configured for cross-origin access on your platform of choice. So I need to add Nginx to my docker image with Ollama. Next, pull the LLaMA 3 model. 本文将详细介绍如何通过Docker安装Ollama，并将其部署以使用本地大模型，此外还将介绍如何通过接入one-api，实现对所需大规模语言模型的API调用。 硬件配置要求 Feb 7, 2025 · 本文将介绍如何通过Docker安装Ollama，并将其部署以使用本地大模型，同时接入one-api，以便通过API接口轻松调用所需的大规模语言模型。 硬件配置 由于大模型对硬件配置要求非常高，所以机器的配置越高越好，有独立显卡更佳，建议内存32G起步。 Jan 24, 2025 · Image: Uses the official ollama/ollama image in its latest version. ollama -p 11434:11434 --name ollama ollama/ollama && docker exec -it ollama ollama run llama2' Let’s run a model and ask Ollama to create a docker compose file for WordPress. These containers use a Aug 21, 2024 · 本文将介绍如何通过Docker安装Ollama，并将其部署以使用本地大模型，同时接入one-api，以便通过API接口轻松调用所需的大规模语言模型。 硬件配置 由于大模型对硬件配置要求非常高，所以机器的配置越高越好，有独立显卡更佳，建议内存32G起步。 Sep 15, 2024 · Reload systemd and restart Ollama. com @requireAuth { not header Authorization "Bearer {env. The ollama-test folder is a simple Docker container that you can spin up and run main. ollama serve 用于在不运行桌面应用程序的情况下启动 Ollama。 构建. 大家好，这里是架构资源栈！点击上方关注，添加“星标”，一起学习大厂前沿架构！ 嗨，又是我！在过去的几天里，我一直在测试多种在本地使用 LLM 的方法，到目前为止，Ollama 是用于设置快速环境以测试代码和功能的最佳工具（忽略 UI 和其他 QoL 方面）。 Feb 14, 2025 · 由于服务器在docker pull ollama/ollama时会卡住，首先通过wsl下载并导出ollama的docker镜像包。1. 04. So i have constructed such Dockerfile: Mar 19, 2025 · 本文介绍了Open-webui、One-api、Ollama和Deepseek的部署和使用方法。Open-webui提供友好Web界面，简化与LLM交互；One-api统一编程模型，支持多设备开发；Ollama是开源LLM平台；Deepseek是杭州公司开发的人工智能模型。 Jul 1, 2024 · 目录一、官网二、安装方式一：window10版本下载三、安装方式二：linux版本docker四、 模型库五、运行模型六、API服务七、python调用ollama库调用langchain调用requests调用aiohttp调用八、模型添加方式1. 7 at the time of writing) is 4. Running local builds. 现在大模型非常火爆，但是大模型很贵，特别是接口调用，所以对我们这些简单使用的人，可以本地部署使用，步骤如下： 一、Docker安装Ollama 1. 168. See the developer guide. 0. You can check them out at the API Documentation of Ollama. 为你的用户账户编辑或新建变量，比如 OLLAMA_HOST、OLLAMA_MODELS 等。 点击 OK / 应用保存. It’s quick to install, pull the LLM models and start prompting in your terminal / command prompt. 2 Try different models Feb 26, 2025 · Ollama Chat WebUI for Docker (Support for local docker deployment, lightweight ollama webui) AI Toolkit for Visual Studio Code (Microsoft-official VSCode extension to chat, test, evaluate models with Ollama support, and use them in your AI applications. 5. /ollama serve 最后，在单独的 shell 中运行模型：. 1 端口 11434。 The ollama-template folder is where you will find the FastAPI code as well as the Docker setup to get Ollama and the API up and running. If you want to support multiple API keys stored in a config file, check out this repo: ollama-bearer-auth-caddy Jul 24, 2024 · 為什麼要使用Docker來運行Ollama. ollama -p 11434:11434 --name ollama ollama/ollama:rocm 在本地运行模型. 在本篇文章中，我们将深入探讨如何在Docker中高效部署 Ollama 和 Open-WebUI，并解决在实际使用中常见的问题，确保你的模型服务稳定高效地运行。 DeepSeek最近非常流行，你想知道如何使用 Ollama 和 Docker 部署 DeepSeek吗？DeepSeek作为开源大型语言模型（LLM）的佼佼者，在高性能推理和微调方面优势显著，为LLaMA、GPT等老牌模型带来不小挑战，深受研究与开发领域的青睐。 May 31, 2025 · 首先通过任务栏点击 Ollama 退出程序 从控制面板编辑系统环境变量 为你的用户账户编辑或新建变量，比如 OLLAMA_HOST、OLLAMA_MODELS 等。 点击 OK / 应用保存 在一个新的终端窗口运行 ollama; 如何在我的网络上暴露 Ollama？ Ollama 默认绑定 127. Ollama 拥有一个用于运行和管理模型的 REST API。 生成响应 May 14, 2025 · Step 5: Optional GPU Acceleration. Dec 18, 2024 · 本文将介绍如何通过Docker安装Ollama，并将其部署以使用本地大模型，同时接入one-api，以便通过API接口轻松调用所需的大规模语言模型。 硬件配置 由于大模型对硬件配置要求非常高，所以机器的配置越高越好，有独立显卡更佳，建议内存32G起步。 Mar 29, 2025 · # Expose the Ollama API port EXPOSE 11434 # Start Ollama, wait for it to initialize, pull the model, then run your app CMD ollama serve & sleep 5 && ollama pull mistral && python app. Jul 19, 2024 · In this section, we will install Docker and use the open-source front-end extension Open WebUI to connect to Ollama’s API, ultimately creating a user-friendly chatbot experience similar to GPT. Use OpenAI if the previous two scenarios don't apply to you. So I do not think this was a memory issue. 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。 Caddy server to securely authenticate and proxy requests to a local Ollama instance, utilizing environment-based API key validation for enhanced security. 17 IP that is also running ollama with openweb UI. Learn how to install Ollama on Mac or Linux, and use the CLI or REST API to interact with your applications. I use docker compose to spin up ollama and Open WebUI with an NVIDIA GPU. 现在您可以运行模型：ollama. This exposes entire API with its endpoints. /ollama run llama3. 3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3. 1、官方文档 May 29, 2025 · Exec into the Ollama Container: docker exec -it ollama ollama pull tinyllama. Below is the docker-compose. 59, yet it references another machine (in the logs below) with a . What is … Ollama Tutorial: Your Guide to running LLMs Locally Read More » Jan 2, 2025 · Comment j’utilise l’IA au quotidien : Installer Ollama (avec ou sans Docker) et configurer Open Web UI 🌐. You can replace `llama2` with any other model available on Ollama's library. The local volume is mounted inside docker at /app/backend/data/. net. To run Ollama using Docker with AMD GPUs, use the rocm tag and the following command: docker run -d --device /dev/kfd --device /dev/dri -v ollama:/root/. 由于服务器本身有非docker版的ollama，因此先用命令停止。注：如果原服务器已配置低版本的docker版本ollama，请先删除。 Jan 22, 2025 · Use case: Chrome browser extensions cannot use ollama out of the box because of CORS restrictions. sh file contains code to set up a virtual environment if you prefer not to use Docker for your development environment. The ollama-template folder is where you will find the FastAPI code as well as the Docker setup to get Ollama and the API up and running. With backgrounds spanning across DevOps, platform engineering, cloud architecture, and container orchestration, our contributors bring together decades of combined experience from various industries and technical domains. This one-liner uses the & operator to run Ollama in the background, waits for it to initialize, pulls the necessary model, and then starts your Python Feb 9, 2025 · In the next part (part 4) of the Ollama blog series, you will learn how to run Ollama in Docker with Docker Compose. This repository provides a Docker Compose configuration for running two containers: open-webui and ollama. ollama -p 11434:11434 --name ollama ollama/ollama:rocm 本地运行模型. docker run -d --device /dev/kfd --device /dev/dri -v ollama:/root/. /ollama serve Finally, in a separate shell, run a model:. 1、官方文档 Feb 8, 2024 · Ollama now has built-in compatibility with the OpenAI Chat Completions API, making it possible to use more tooling and applications with Ollama locally. When using Docker Desktop on Windows for self-hosting LLMs, the setup for GPU support depends on your system configuration. Overview. 导入 GGUF 模型文件3. Now that we have Ollama running inside a Docker container, how do we interact with it efficiently? There are two main ways: 1. 接下来，启动服务器：. example. ) 在 Windows 上，Ollama 继承了你的用户和系统环境变量。 首先通过任务栏点击 Ollama 退出程序. Start by downloading Ollama and pulling a model such as Llama 2 or Mistral: ollama pull llama2 Usage cURL Jun 30, 2024 · I am trying to connect local Ollama 2 model, that uses port 11434 on my local machine, with my Docker container running Linux Ubuntu 22. 整体说明. hcvjctzwxdlnawoqnehtmiqrhojmhxiuurcwlttjpvwoagzsynqnfyo