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                                                5,617 Commits
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                                                  .github                    .github
                                                  agent                      agent
                                                  anthropic                  anthropic
                                                  api                        api
                                                  app                        app
                                                  auth                       auth
                                                  cmake                      cmake
                                                  cmd                        cmd
                                                  convert                    convert
                                                  discover                   discover
                                                  docs                       docs
                                                  envconfig                  envconfig
                                                  format                     format
                                                  fs                         fs
                                                  harmony                    harmony
                                                  integration                integration
                                                  internal                   internal
                                                  llama                      llama
                                                  llm                        llm
                                                  logutil                    logutil
                                                  manifest                   manifest
                                                  middleware                 middleware
                                                  ml                         ml
                                                  model                      model
                                                  openai                     openai
                                                  parser                     parser
                                                  progress                   progress
                                                  readline                   readline
                                                  runner                     runner
                                                  scripts                    scripts
                                                  server                     server
                                                  template                   template
                                                  thinking                   thinking
                                                  tokenizer                  tokenizer
                                                  tools                      tools
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                                                  version                    version
                                                  x                          x
                                                  .dockerignore              .dockerignore
                                                  .gitattributes             .gitattributes
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                                                  .golangci.yaml             .golangci.yaml
                                                  AGENTS.md                  AGENTS.md
                                                  CLAUDE.md                  CLAUDE.md
                                                  CMakeLists.txt             CMakeLists.txt
                                                  CMakePresets.json          CMakePresets.json
                                                  CONTRIBUTING.md            CONTRIBUTING.md
                                                  Dockerfile                 Dockerfile
                                                  LICENSE                    LICENSE
                                                  LLAMA_CPP_VERSION          LLAMA_CPP_VERSION
                                                  MLX_C_VERSION              MLX_C_VERSION
                                                  MLX_VERSION                MLX_VERSION
                                                  README.md                  README.md
                                                  SECURITY.md                SECURITY.md
                                                  go.mod                     go.mod
                                                  go.sum                     go.sum
                                                  main.go                    main.go
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                                              Repository files navigation

                                                *
                                                * README
                                                * Contributing
                                                * MIT license
                                                * Security
                                                More items

                                                Ollama

                                              Start building with open models.

                                                Download

                                                macOS

                                                curl -fsSL https://ollama.com/install.sh | sh

                                              or download manually

                                                Windows

                                                irm https://ollama.com/install.ps1 | iex

                                              or download manually

                                                Linux

                                                curl -fsSL https://ollama.com/install.sh | sh

                                              Manual install instructions

                                                Docker

                                              The official Ollama Docker image ollama/ollama is available on Docker Hub.

                                                Libraries

                                                * ollama-python
                                                * ollama-js

                                                Community

                                                * Discord
                                                * 𝕏 (Twitter)
                                                * Reddit

                                                Get started

                                                ollama

                                              You'll be prompted to run a model or connect Ollama to your existing agents or applications such as Claude Code, OpenClaw, OpenCode , Codex, Copilot, and more.

                                                Coding

                                              To launch a specific integration:

                                                ollama launch claude

                                              Supported integrations include Claude Code, Codex, Copilot CLI, Droid, and OpenCode.

                                                AI assistant

                                              Use OpenClaw to turn Ollama into a personal AI assistant across WhatsApp, Telegram, Slack, Discord, and more:

                                                ollama launch openclaw

                                                Chat with a model

                                              Run and chat with Gemma 4:

                                                ollama run gemma4

                                              See ollama.com/library for the full list.

                                              See the quickstart guide for more details.

                                                REST API

                                              Ollama has a REST API for running and managing models.

                                                curl http://localhost:11434/api/chat -d '{ "model": "gemma4", "messages": [{ "role": "user", "content": "Why is the sky blue?" }], "stream": false }'

                                              See the API documentation for all endpoints.

                                                Python

                                                pip install ollama
                                                from ollama import chat

                                                response = chat(model='gemma4', messages=[
                                                  {
                                                    'role': 'user',
                                                    'content': 'Why is the sky blue?',
                                                  },
                                                ])
                                                print(response.message.content)

                                                JavaScript

                                                npm i ollama
                                                import ollama from "ollama";

                                                const response = await ollama.chat({
                                                  model: "gemma4",
                                                  messages: [{ role: "user", content: "Why is the sky blue?" }],
                                                });
                                                console.log(response.message.content);

                                                Supported backends

                                                * llama.cpp project founded by Georgi Gerganov.

                                                Documentation

                                                * CLI reference
                                                * REST API reference
                                                * Importing models
                                                * Modelfile reference
                                                * Building from source

                                                Community Integrations

                                              Want to add your project? Open a pull request.

                                                Chat Interfaces

                                                Web

                                                * Open WebUI - Extensible, self-hosted AI interface
                                                * Onyx - Connected AI workspace
                                                * LibreChat - Enhanced ChatGPT clone with multi-provider support
                                                * Lobe Chat - Modern chat framework with plugin ecosystem (docs)
                                                * NextChat - Cross-platform ChatGPT UI (docs)
                                                * Perplexica - AI-powered search engine, open-source Perplexity alternative
                                                * big-AGI - AI suite for professionals
                                                * Lollms WebUI - Multi-model web interface
                                                * ChatOllama - Chatbot with knowledge bases
                                                * Bionic GPT - On-premise AI platform
                                                * Chatbot UI - ChatGPT-style web interface
                                                * Hollama - Minimal web interface
                                                * Chatbox - Desktop and web AI client
                                                * chat - Chat web app for teams
                                                * Ollama RAG Chatbot - Chat with multiple PDFs using RAG
                                                * Tkinter-based client - Python desktop client

                                                Desktop

                                                * Dify.AI - LLM app development platform
                                                * AnythingLLM - All-in-one AI app for Mac, Windows, and Linux
                                                * Maid - Cross-platform mobile and desktop client
                                                * Witsy - AI desktop app for Mac, Windows, and Linux
                                                * Cherry Studio - Multi-provider desktop client
                                                * Ollama App - Multi-platform client for desktop and mobile
                                                * PyGPT - AI desktop assistant for Linux, Windows, and Mac
                                                * Alpaca - GTK4 client for Linux and macOS
                                                * SwiftChat - Cross-platform including iOS, Android, and Apple Vision Pro
                                                * Enchanted - Native macOS and iOS client
                                                * RWKV-Runner - Multi-model desktop runner
                                                * Ollama Grid Search - Evaluate and compare models
                                                * macai - macOS client for Ollama and ChatGPT
                                                * AI Studio - Multi-provider desktop IDE
                                                * Reins - Parameter tuning and reasoning model support
                                                * ConfiChat - Privacy-focused with optional encryption
                                                * LLocal.in - Electron desktop client
                                                * MindMac - AI chat client for Mac
                                                * Msty - Multi-model desktop client
                                                * BoltAI for Mac - AI chat client for Mac
                                                * IntelliBar - AI-powered assistant for macOS
                                                * Kerlig AI - AI writing assistant for macOS
                                                * Hillnote - Markdown-first AI workspace
                                                * Perfect Memory AI - Productivity AI personalized by screen and meeting history

                                                Mobile

                                                * Ollama Android Chat - One-click Ollama on Android

                                              SwiftChat, Enchanted, Maid, Ollama App, Reins, and ConfiChat listed above also support mobile platforms.

                                                Code Editors & Development

                                                * Cline - VS Code extension for multi-file/whole-repo coding
                                                * Continue - Open-source AI code assistant for any IDE
                                                * Void - Open source AI code editor, Cursor alternative
                                                * Copilot for Obsidian - AI assistant for Obsidian
                                                * twinny - Copilot and Copilot chat alternative
                                                * gptel Emacs client - LLM client for Emacs
                                                * Ollama Copilot - Use Ollama as GitHub Copilot
                                                * Obsidian Local GPT - Local AI for Obsidian
                                                * Ellama Emacs client - LLM tool for Emacs
                                                * orbiton - Config-free text editor with Ollama tab completion
                                                * AI ST Completion - Sublime Text 4 AI assistant
                                                * VT Code - Rust-based terminal coding agent with Tree-sitter
                                                * QodeAssist - AI coding assistant for Qt Creator
                                                * AI Toolkit for VS Code - Microsoft-official VS Code extension
                                                * Open Interpreter - Natural language interface for computers

                                                Libraries & SDKs

                                                * LiteLLM - Unified API for 100+ LLM providers
                                                * Semantic Kernel - Microsoft AI orchestration SDK
                                                * LangChain4j - Java LangChain (example)
                                                * LangChainGo - Go LangChain (example)
                                                * Spring AI - Spring framework AI support (docs)
                                                * LangChain and LangChain.js with example
                                                * Ollama for Ruby - Ruby LLM library
                                                * any-llm - Unified LLM interface by Mozilla
                                                * OllamaSharp for .NET - .NET SDK
                                                * LangChainRust - Rust LangChain (example)
                                                * Agents-Flex for Java - Java agent framework (example)
                                                * Elixir LangChain - Elixir LangChain
                                                * Ollama-rs for Rust - Rust SDK
                                                * LangChain for .NET - .NET LangChain (example)
                                                * chromem-go - Go vector database with Ollama embeddings (example)
                                                * LangChainDart - Dart LangChain
                                                * LlmTornado - Unified C# interface for multiple inference APIs
                                                * Ollama4j for Java - Java SDK
                                                * Ollama for Laravel - Laravel integration
                                                * Ollama for Swift - Swift SDK
                                                * LlamaIndex and LlamaIndexTS - Data framework for LLM apps
                                                * Haystack - AI pipeline framework
                                                * Firebase Genkit - Google AI framework
                                                * Ollama-hpp for C++ - C++ SDK
                                                * PromptingTools.jl - Julia LLM toolkit (example)
                                                * Ollama for R - rollama - R SDK
                                                * Portkey - AI gateway
                                                * Testcontainers - Container-based testing
                                                * LLPhant - PHP AI framework

                                                Frameworks & Agents

                                                * AutoGPT - Autonomous AI agent platform
                                                * crewAI - Multi-agent orchestration framework
                                                * Strands Agents - Model-driven agent building by AWS
                                                * Cheshire Cat - AI assistant framework
                                                * any-agent - Unified agent framework interface by Mozilla
                                                * Stakpak - Open source DevOps agent
                                                * Hexabot - Conversational AI builder
                                                * Neuro SAN - Multi-agent orchestration (docs)

                                                RAG & Knowledge Bases

                                                * RAGFlow - RAG engine based on deep document understanding
                                                * R2R - Open-source RAG engine
                                                * MaxKB - Ready-to-use RAG chatbot
                                                * Minima - On-premises or fully local RAG
                                                * Chipper - AI interface with Haystack RAG
                                                * ARGO - RAG and deep research on Mac/Windows/Linux
                                                * Archyve - RAG-enabling document library
                                                * Casibase - AI knowledge base with RAG and SSO
                                                * BrainSoup - Native client with RAG and multi-agent automation

                                                Bots & Messaging

                                                * LangBot - Multi-platform messaging bots with agents and RAG
                                                * AstrBot - Multi-platform chatbot with RAG and plugins
                                                * Discord-Ollama Chat Bot - TypeScript Discord bot
                                                * Ollama Telegram Bot - Telegram bot
                                                * LLM Telegram Bot - Telegram bot for roleplay

                                                Terminal & CLI

                                                * aichat - All-in-one LLM CLI with Shell Assistant, RAG, and AI tools
                                                * oterm - Terminal client for Ollama
                                                * gollama - Go-based model manager for Ollama
                                                * tlm - Local shell copilot
                                                * tenere - TUI for LLMs
                                                * ParLlama - TUI for Ollama
                                                * llm-ollama - Plugin for Datasette's LLM CLI
                                                * ShellOracle - Shell command suggestions
                                                * LLM-X - Progressive web app for LLMs
                                                * cmdh - Natural language to shell commands
                                                * VT - Minimal multimodal AI chat app

                                                Productivity & Apps

                                                * AppFlowy - AI collaborative workspace, self-hostable Notion alternative
                                                * Screenpipe - 24/7 screen and mic recording with AI-powered search
                                                * Vibe - Transcribe and analyze meetings
                                                * Page Assist - Chrome extension for AI-powered browsing
                                                * NativeMind - Private, on-device browser AI assistant
                                                * Ollama Fortress - Security proxy for Ollama
                                                * 1Panel - Web-based Linux server management
                                                * Writeopia - Text editor with Ollama integration
                                                * QA-Pilot - GitHub code repository understanding
                                                * Raycast extension - Ollama in Raycast
                                                * Painting Droid - Painting app with AI integrations
                                                * Serene Pub - AI roleplaying app
                                                * Mayan EDMS - Document management with Ollama workflows
                                                * TagSpaces - File management with AI tagging

                                                Observability & Monitoring

                                                * Opik - Debug, evaluate, and monitor LLM applications
                                                * OpenLIT - OpenTelemetry-native monitoring for Ollama and GPUs
                                                * Lunary - LLM observability with analytics and PII masking
                                                * Langfuse - Open source LLM observability
                                                * HoneyHive - AI observability and evaluation for agents
                                                * MLflow Tracing - Open source LLM observability

                                                Database & Embeddings

                                                * pgai - PostgreSQL as a vector database (guide)
                                                * MindsDB - Connect Ollama with 200+ data platforms
                                                * chromem-go - Embeddable vector database for Go (example)
                                                * Kangaroo - AI-powered SQL client

                                                Infrastructure & Deployment

                                                Cloud

                                                * Google Cloud
                                                * Fly.io
                                                * Koyeb
                                                * Harbor - Containerized LLM toolkit with Ollama as default backend

                                                Package Managers

                                                * Pacman
                                                * Homebrew
                                                * Nix package
                                                * Helm Chart
                                                * Gentoo
                                                * Flox
                                                * Guix channel

                                        About

                                        Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

                                          ollama.com

                                        Topics

                                          deepseekgemmagemma3glmgogolanggpt-ossllamallama3llmllmsminimaxmistralollamaqwen

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