ollama

command module
v0.32.1 Latest Latest
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 Go to latest Published: Jul 15, 2026 License: MIT Imports: 3 Imported by: 0

README

ollama

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
Community

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

Community Integrations

Want to add your project? Open a pull request.

Chat Interfaces
Web
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

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

Code Editors & Development
Libraries & SDKs
Frameworks & Agents
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
Terminal & CLI
Productivity & Apps
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
Infrastructure & Deployment
Cloud
Package Managers

Documentation

The Go Gopher

There is no documentation for this package.

Source Files

View all Source files

Directories

Path Synopsis
tools
api
Package api implements the client-side API for code wishing to interact with the ollama service.
 Package api implements the client-side API for code wishing to interact with the ollama service.
examples/chat command
examples/generate command
examples/generate-streaming command
examples/multimodal command
examples/pull-progress command
app
assets
auth
cmd/app command
dialog
Package dialog provides a simple cross-platform common dialog API.
 Package dialog provides a simple cross-platform common dialog API.
dialog/cocoa
format
logrotate
package logrotate provides utilities for rotating logs TODO (jmorgan): this most likely doesn't need it's own package and can be moved to app where log files are created
 package logrotate provides utilities for rotating logs TODO (jmorgan): this most likely doesn't need it's own package and can be moved to app where log files are created
server
store
Package store provides a simple JSON file store for the desktop application to save and load data such as ollama server configuration, messages, login information and more.
 Package store provides a simple JSON file store for the desktop application to save and load data such as ollama server configuration, messages, login information and more.
tools
types/not
ui
package ui implements a chat interface for Ollama
 package ui implements a chat interface for Ollama
ui/responses
updater
version
webview
* MIT License * * Copyright (c) 2017 Serge Zaitsev * Copyright (c) 2022 Steffen André Langnes * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software.
 * MIT License * * Copyright (c) 2017 Serge Zaitsev * Copyright (c) 2022 Steffen André Langnes * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software.
wintray
cmd
bench command
config
Package config provides integration configuration for external coding tools (Claude Code, Codex, Droid, OpenCode) to use Ollama models.
 Package config provides integration configuration for external coding tools (Claude Code, Codex, Droid, OpenCode) to use Ollama models.
internal/filedata
internal/fileutil
Package fileutil provides small shared helpers for reading JSON files and writing config files with backup-on-overwrite semantics.
 Package fileutil provides small shared helpers for reading JSON files and writing config files with backup-on-overwrite semantics.
launch
runner command
tui
tui/chat
sentencepiece
AMD discovery needs a small amount of backend-specific handling beyond the generic llama-server device list.
 AMD discovery needs a small amount of backend-specific handling beyond the generic llama-server device list.
docs
tools/extract-examples command
fs
ggml
gguf
util/bufioutil
internal
cloud
modelref
orderedmap
Package orderedmap provides a generic ordered map that maintains insertion order.
 Package orderedmap provides a generic ordered map that maintains insertion order.
llama_server.go wraps the llama-server binary as a subprocess
 llama_server.go wraps the llama-server binary as a subprocess
model
parsers
renderers
openai package provides core transformation logic for partial compatibility with the OpenAI REST API
 openai package provides core transformation logic for partial compatibility with the OpenAI REST API
types
errtypes
Package errtypes contains custom error types
 Package errtypes contains custom error types
model
Package model contains types and utilities for parsing, validating, and working with model names and digests.
 Package model contains types and utilities for parsing, validating, and working with model names and digests.
syncmap
x
create
create/client
Package client provides client-side model creation for safetensors-based models.
 Package client provides client-side model creation for safetensors-based models.
imagegen
Package imagegen provides experimental image generation capabilities for Ollama.
 Package imagegen provides experimental image generation capabilities for Ollama.
imagegen/cache
Package cache provides caching mechanisms for diffusion model inference.
 Package cache provides caching mechanisms for diffusion model inference.
imagegen/cmd/engine command
imagegen/manifest
imagegen/mlx
Package mlx provides Go bindings for the MLX-C library with dynamic loading support.
 Package mlx provides Go bindings for the MLX-C library with dynamic loading support.
imagegen/models/flux2
Package flux2 implements the FLUX.2 Klein diffusion transformer model.
 Package flux2 implements the FLUX.2 Klein diffusion transformer model.
imagegen/models/qwen3
Package qwen3 provides a shared Qwen3 text encoder used by multiple image generation models.
 Package qwen3 provides a shared Qwen3 text encoder used by multiple image generation models.
imagegen/models/zimage
Package zimage implements the Z-Image diffusion transformer model.
 Package zimage implements the Z-Image diffusion transformer model.
imagegen/nn
Package nn provides neural network layer types.
 Package nn provides neural network layer types.
imagegen/safetensors
imagegen/tokenizer
imagegen/vae
Package vae provides shared utilities for VAE (Variational Autoencoder) operations.
 Package vae provides shared utilities for VAE (Variational Autoencoder) operations.
internal/mlxthread
mlxrunner
mlxrunner/batch
mlxrunner/cache
mlxrunner/mlx
mlxrunner/mlx/generator command
mlxrunner/model
mlxrunner/model/base
mlxrunner/sample
models/cohere2_moe
Package cohere2_moe provides the Cohere2 MoE (Command A family, North) text model implementation for MLX.
 Package cohere2_moe provides the Cohere2 MoE (Command A family, North) text model implementation for MLX.
models/gemma3
Package gemma3 provides the Gemma 3 text model implementation for MLX.
 Package gemma3 provides the Gemma 3 text model implementation for MLX.
models/gemma4
Package gemma4 provides the Gemma 4 text model implementation for MLX.
 Package gemma4 provides the Gemma 4 text model implementation for MLX.
models/glm4_moe_lite
Package glm4_moe_lite provides the GLM4-MoE-Lite implementation for MLX.
 Package glm4_moe_lite provides the GLM4-MoE-Lite implementation for MLX.
models/laguna
Package laguna provides the Poolside Laguna text model implementation for MLX.
 Package laguna provides the Poolside Laguna text model implementation for MLX.
models/llama
Package llama provides a Llama-style decoder-only transformer for MLX.
 Package llama provides a Llama-style decoder-only transformer for MLX.
models/nn
models/qwen3
Package qwen3 provides the Qwen3 text model implementation for MLX.
 Package qwen3 provides the Qwen3 text model implementation for MLX.
models/qwen3_5
Package qwen3_5 provides the Qwen 3.5 text and MoE implementation for MLX.
 Package qwen3_5 provides the Qwen 3.5 text and MoE implementation for MLX.
models/qwen3_5_moe
Package qwen3_5_moe registers Qwen 3.5 MoE architecture aliases.
 Package qwen3_5_moe registers Qwen 3.5 MoE architecture aliases.
quant
Package quant holds the quantization format facts shared by the model importer, the runtime loader, and `ollama show`.
 Package quant holds the quantization format facts shared by the model importer, the runtime loader, and `ollama show`.
safetensors
server
tokenizer
transfer
Package transfer provides minimal, fast blob transfer for tensor-based models.
 Package transfer provides minimal, fast blob transfer for tensor-based models.

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