Sync ollama docs from 421faa02 on 2026-05-12
This commit is contained in:
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@@ -4,8 +4,8 @@ This is a mirror of the Ollama repository.
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**Synced from:** https://github.com/ollama/ollama.git
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**Synced from:** https://github.com/ollama/ollama.git
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**Branch:** main
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**Branch:** main
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**Commit:** 9330bb912079ed1ba3c384cc762728700c9e3691
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**Commit:** 421faa0263f28499e2ff9076ffca240a8fc262ca
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**Sync Date:** 2026-04-12
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**Sync Date:** 2026-05-12
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**Content:** Paths: docs
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**Content:** Paths: docs
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---
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---
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@@ -2,6 +2,10 @@
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title: Structured Outputs
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title: Structured Outputs
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---
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---
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<Note>
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Ollama's Cloud currently does not support structured outputs.
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</Note>
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Structured outputs let you enforce a JSON schema on model responses so you can reliably extract structured data, describe images, or keep every reply consistent.
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Structured outputs let you enforce a JSON schema on model responses so you can reliably extract structured data, describe images, or keep every reply consistent.
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## Generating structured JSON
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## Generating structured JSON
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@@ -206,35 +206,6 @@ To run tests, use `go test`:
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go test ./...
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go test ./...
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```
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```
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> NOTE: In rare circumstances, you may need to change a package using the new
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> "synctest" package in go1.24.
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>
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> If you do not have the "synctest" package enabled, you will not see build or
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> test failures resulting from your change(s), if any, locally, but CI will
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> break.
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>
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> If you see failures in CI, you can either keep pushing changes to see if the
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> CI build passes, or you can enable the "synctest" package locally to see the
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> failures before pushing.
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>
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||||||
> To enable the "synctest" package for testing, run the following command:
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>
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> ```shell
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> GOEXPERIMENT=synctest go test ./...
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> ```
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>
|
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||||||
> If you wish to enable synctest for all go commands, you can set the
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> `GOEXPERIMENT` environment variable in your shell profile or by using:
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>
|
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> ```shell
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||||||
> go env -w GOEXPERIMENT=synctest
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> ```
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>
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> Which will enable the "synctest" package for all go commands without needing
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> to set it for all shell sessions.
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>
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> The synctest package is not required for production builds.
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## Library detection
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## Library detection
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Ollama looks for acceleration libraries in the following paths relative to the `ollama` executable:
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Ollama looks for acceleration libraries in the following paths relative to the `ollama` executable:
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+7
-1
@@ -75,6 +75,10 @@
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{
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{
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"source": "/integrations/clawdbot",
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"source": "/integrations/clawdbot",
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"destination": "/integrations/openclaw"
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"destination": "/integrations/openclaw"
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|
},
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|
{
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||||||
|
"source": "/integrations/poolside",
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"destination": "/integrations/pool"
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}
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}
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],
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],
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"navigation": {
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"navigation": {
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@@ -120,10 +124,12 @@
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"pages": [
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"pages": [
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"/integrations/claude-code",
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"/integrations/claude-code",
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"/integrations/codex",
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"/integrations/codex",
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"/integrations/copilot-cli",
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"/integrations/opencode",
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"/integrations/opencode",
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"/integrations/droid",
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"/integrations/droid",
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"/integrations/goose",
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"/integrations/goose",
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"/integrations/pi"
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"/integrations/pi",
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||||||
|
"/integrations/pool"
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]
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]
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},
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},
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{
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{
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---
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title: Claude Desktop
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||||||
|
---
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||||||
|
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||||||
|
Claude Desktop is no longer supported by `ollama launch`.
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||||||
|
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||||||
|
Existing installations can be restored to the usual Claude profile:
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||||||
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||||||
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```shell
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ollama launch claude-desktop --restore
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```
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||||||
|
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Use [Claude Code](/integrations/claude-code) for Anthropic-compatible coding workflows with Ollama.
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@@ -0,0 +1,93 @@
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|||||||
|
---
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||||||
|
title: Copilot CLI
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||||||
|
---
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||||||
|
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||||||
|
GitHub Copilot CLI is GitHub's AI coding agent for the terminal. It can understand your codebase, make edits, run commands, and help you build software faster.
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|
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|
Open models can be used with Copilot CLI through Ollama, enabling you to use models such as `qwen3.5`, `glm-5.1:cloud`, `kimi-k2.5:cloud`.
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## Install
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||||||
|
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||||||
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Install [Copilot CLI](https://github.com/features/copilot/cli/):
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||||||
|
<CodeGroup>
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||||||
|
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||||||
|
```shell macOS / Linux (Homebrew)
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|
brew install copilot-cli
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||||||
|
```
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||||||
|
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||||||
|
```shell npm (all platforms)
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||||||
|
npm install -g @github/copilot
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||||||
|
```
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||||||
|
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||||||
|
```shell macOS / Linux (script)
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|
curl -fsSL https://gh.io/copilot-install | bash
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||||||
|
```
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||||||
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||||||
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```powershell Windows (WinGet)
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||||||
|
winget install GitHub.Copilot
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||||||
|
```
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||||||
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||||||
|
</CodeGroup>
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||||||
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||||||
|
## Usage with Ollama
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||||||
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||||||
|
### Quick setup
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||||||
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|
||||||
|
```shell
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||||||
|
ollama launch copilot
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||||||
|
```
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||||||
|
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||||||
|
### Run directly with a model
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||||||
|
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||||||
|
```shell
|
||||||
|
ollama launch copilot --model kimi-k2.5:cloud
|
||||||
|
```
|
||||||
|
|
||||||
|
## Recommended Models
|
||||||
|
|
||||||
|
- `kimi-k2.5:cloud`
|
||||||
|
- `glm-5:cloud`
|
||||||
|
- `minimax-m2.7:cloud`
|
||||||
|
- `qwen3.5:cloud`
|
||||||
|
- `glm-4.7-flash`
|
||||||
|
- `qwen3.5`
|
||||||
|
|
||||||
|
Cloud models are also available at [ollama.com/search?c=cloud](https://ollama.com/search?c=cloud).
|
||||||
|
|
||||||
|
## Non-interactive (headless) mode
|
||||||
|
|
||||||
|
Run Copilot CLI without interaction for use in Docker, CI/CD, or scripts:
|
||||||
|
|
||||||
|
```shell
|
||||||
|
ollama launch copilot --model kimi-k2.5:cloud --yes -- -p "how does this repository work?"
|
||||||
|
```
|
||||||
|
|
||||||
|
The `--yes` flag auto-pulls the model, skips selectors, and requires `--model` to be specified. Arguments after `--` are passed directly to Copilot CLI.
|
||||||
|
|
||||||
|
## Manual setup
|
||||||
|
|
||||||
|
Copilot CLI connects to Ollama using the OpenAI-compatible API via environment variables.
|
||||||
|
|
||||||
|
1. Set the environment variables:
|
||||||
|
|
||||||
|
```shell
|
||||||
|
export COPILOT_PROVIDER_BASE_URL=http://localhost:11434/v1
|
||||||
|
export COPILOT_PROVIDER_API_KEY=
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||||||
|
export COPILOT_PROVIDER_WIRE_API=responses
|
||||||
|
export COPILOT_MODEL=qwen3.5
|
||||||
|
```
|
||||||
|
|
||||||
|
1. Run Copilot CLI:
|
||||||
|
|
||||||
|
```shell
|
||||||
|
copilot
|
||||||
|
```
|
||||||
|
|
||||||
|
Or run with environment variables inline:
|
||||||
|
|
||||||
|
```shell
|
||||||
|
COPILOT_PROVIDER_BASE_URL=http://localhost:11434/v1 COPILOT_PROVIDER_API_KEY= COPILOT_PROVIDER_WIRE_API=responses COPILOT_MODEL=glm-5:cloud copilot
|
||||||
|
```
|
||||||
|
|
||||||
|
**Note:** Copilot requires a large context window. We recommend at least 64k tokens. See the [context length documentation](/context-length) for how to adjust context length in Ollama.
|
||||||
@@ -2,29 +2,66 @@
|
|||||||
title: Hermes Agent
|
title: Hermes Agent
|
||||||
---
|
---
|
||||||
|
|
||||||
Hermes Agent is a self-improving AI agent built by Nous Research. It features automatic skill creation, cross-session memory, and connects messaging platforms (Telegram, Discord, Slack, WhatsApp, Signal, Email) to models through a unified gateway.
|
Hermes Agent is a self-improving AI agent built by Nous Research. It features automatic skill creation, cross-session memory, and 70+ skills that it ships with by default.
|
||||||
|
|
||||||
|

|
||||||
|
|
||||||
## Quick start
|
## Quick start
|
||||||
|
|
||||||
### Pull a model
|
|
||||||
|
|
||||||
Before running the setup wizard, make sure you have a model available. Hermes will auto-detect models downloaded through Ollama.
|
|
||||||
|
|
||||||
```bash
|
```bash
|
||||||
ollama pull kimi-k2.5:cloud
|
ollama launch hermes
|
||||||
```
|
```
|
||||||
|
|
||||||
See [Recommended models](#recommended-models) for more options.
|
Ollama handles everything automatically:
|
||||||
|
|
||||||
### Install
|
1. **Install** — If Hermes isn't installed, Ollama prompts to install it via the Nous Research install script
|
||||||
|
2. **Model** — Pick a model from the selector (local or cloud)
|
||||||
|
3. **Onboarding** — Ollama configures the Ollama provider, points Hermes at `http://127.0.0.1:11434/v1`, and sets your model as the primary
|
||||||
|
4. **Gateway** — Optionally connects a messaging platform (Telegram, Discord, Slack, WhatsApp, Signal, Email) and launches the Hermes chat
|
||||||
|
|
||||||
|
<Note>Hermes on Windows requires WSL2. Install it with `wsl --install` and re-run from inside the WSL shell.</Note>
|
||||||
|
|
||||||
|
## Recommended models
|
||||||
|
|
||||||
|
**Cloud models**:
|
||||||
|
|
||||||
|
- `kimi-k2.5:cloud` — Multimodal reasoning with subagents
|
||||||
|
- `glm-5.1:cloud` — Reasoning and code generation
|
||||||
|
- `qwen3.5:cloud` — Reasoning, coding, and agentic tool use with vision
|
||||||
|
- `minimax-m2.7:cloud` — Fast, efficient coding and real-world productivity
|
||||||
|
|
||||||
|
**Local models:**
|
||||||
|
|
||||||
|
- `gemma4` — Reasoning and code generation locally (~16 GB VRAM)
|
||||||
|
- `qwen3.6` — Reasoning, coding, and visual understanding locally (~24 GB VRAM)
|
||||||
|
|
||||||
|
More models at [ollama.com/search](https://ollama.com/search?c=cloud).
|
||||||
|
|
||||||
|
## Connect messaging apps
|
||||||
|
|
||||||
|
Link Telegram, Discord, Slack, WhatsApp, Signal, or Email to chat with your models from anywhere:
|
||||||
|
|
||||||
|
```bash
|
||||||
|
hermes gateway setup
|
||||||
|
```
|
||||||
|
|
||||||
|
## Reconfigure
|
||||||
|
|
||||||
|
Re-run the full setup wizard at any time:
|
||||||
|
|
||||||
|
```bash
|
||||||
|
hermes setup
|
||||||
|
```
|
||||||
|
|
||||||
|
## Manual setup
|
||||||
|
|
||||||
|
If you'd rather drive Hermes's own wizard instead of `ollama launch hermes`, install it directly:
|
||||||
|
|
||||||
```bash
|
```bash
|
||||||
curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash
|
curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash
|
||||||
```
|
```
|
||||||
|
|
||||||
### Set up
|
Hermes launches the setup wizard automatically. Choose **Quick setup**:
|
||||||
|
|
||||||
After installation, Hermes launches the setup wizard automatically. Choose **Quick setup**:
|
|
||||||
|
|
||||||
```
|
```
|
||||||
How would you like to set up Hermes?
|
How would you like to set up Hermes?
|
||||||
@@ -80,32 +117,3 @@ Connect a messaging platform? (Telegram, Discord, etc.)
|
|||||||
Launch hermes chat now? [Y/n]: Y
|
Launch hermes chat now? [Y/n]: Y
|
||||||
```
|
```
|
||||||
|
|
||||||
## Recommended models
|
|
||||||
|
|
||||||
**Cloud models**:
|
|
||||||
|
|
||||||
- `kimi-k2.5:cloud` — Multimodal reasoning with subagents
|
|
||||||
- `qwen3.5:cloud` — Reasoning, coding, and agentic tool use with vision
|
|
||||||
- `glm-5.1:cloud` — Reasoning and code generation
|
|
||||||
- `minimax-m2.7:cloud` — Fast, efficient coding and real-world productivity
|
|
||||||
|
|
||||||
**Local models:**
|
|
||||||
|
|
||||||
- `gemma4` — Reasoning and code generation locally (~16 GB VRAM)
|
|
||||||
- `qwen3.5` — Reasoning, coding, and visual understanding locally (~11 GB VRAM)
|
|
||||||
|
|
||||||
More models at [ollama.com/search](https://ollama.com/models).
|
|
||||||
|
|
||||||
## Configure later
|
|
||||||
|
|
||||||
Re-run the setup wizard at any time:
|
|
||||||
|
|
||||||
```bash
|
|
||||||
hermes setup
|
|
||||||
```
|
|
||||||
|
|
||||||
To configure just messaging:
|
|
||||||
|
|
||||||
```bash
|
|
||||||
hermes setup gateway
|
|
||||||
```
|
|
||||||
|
|||||||
@@ -10,10 +10,12 @@ Coding assistants that can read, modify, and execute code in your projects.
|
|||||||
|
|
||||||
- [Claude Code](/integrations/claude-code)
|
- [Claude Code](/integrations/claude-code)
|
||||||
- [Codex](/integrations/codex)
|
- [Codex](/integrations/codex)
|
||||||
|
- [Copilot CLI](/integrations/copilot-cli)
|
||||||
- [OpenCode](/integrations/opencode)
|
- [OpenCode](/integrations/opencode)
|
||||||
- [Droid](/integrations/droid)
|
- [Droid](/integrations/droid)
|
||||||
- [Goose](/integrations/goose)
|
- [Goose](/integrations/goose)
|
||||||
- [Pi](/integrations/pi)
|
- [Pi](/integrations/pi)
|
||||||
|
- [Pool](/integrations/pool)
|
||||||
|
|
||||||
## Assistants
|
## Assistants
|
||||||
|
|
||||||
|
|||||||
@@ -15,7 +15,7 @@ Ollama handles everything automatically:
|
|||||||
1. **Install** — If OpenClaw isn't installed, Ollama prompts to install it via npm
|
1. **Install** — If OpenClaw isn't installed, Ollama prompts to install it via npm
|
||||||
2. **Security** — On the first launch, a security notice explains the risks of tool access
|
2. **Security** — On the first launch, a security notice explains the risks of tool access
|
||||||
3. **Model** — Pick a model from the selector (local or cloud)
|
3. **Model** — Pick a model from the selector (local or cloud)
|
||||||
4. **Onboarding** — Ollama configures the provider, installs the gateway daemon, sets your model as the primary, and installs the web search and fetch plugin
|
4. **Onboarding** — Ollama configures the provider, installs the gateway daemon, sets your model as the primary, and enables OpenClaw's bundled Ollama web search
|
||||||
5. **Gateway** — Starts in the background and opens the OpenClaw TUI
|
5. **Gateway** — Starts in the background and opens the OpenClaw TUI
|
||||||
|
|
||||||
<Note>OpenClaw requires a larger context window. It is recommended to use a context window of at least 64k tokens if using local models. See [Context length](/context-length) for more information.</Note>
|
<Note>OpenClaw requires a larger context window. It is recommended to use a context window of at least 64k tokens if using local models. See [Context length](/context-length) for more information.</Note>
|
||||||
@@ -24,19 +24,19 @@ Ollama handles everything automatically:
|
|||||||
|
|
||||||
## Web search and fetch
|
## Web search and fetch
|
||||||
|
|
||||||
OpenClaw ships with a web search and fetch plugin that gives local or cloud models the ability to search the web and extract readable page content.
|
OpenClaw ships with a bundled Ollama `web_search` provider that lets local or cloud-backed Ollama setups search the web through the configured Ollama host.
|
||||||
|
|
||||||
```bash
|
```bash
|
||||||
ollama launch openclaw
|
ollama launch openclaw
|
||||||
```
|
```
|
||||||
|
|
||||||
Web search and fetch is enabled automatically when launching OpenClaw through Ollama. To install the plugin directly:
|
Ollama web search is enabled automatically when launching OpenClaw through Ollama. To configure it manually:
|
||||||
|
|
||||||
```bash
|
```bash
|
||||||
openclaw plugins install @ollama/openclaw-web-search
|
openclaw configure --section web
|
||||||
```
|
```
|
||||||
|
|
||||||
<Note>Web search for local models requires `ollama signin`.</Note>
|
<Note>Ollama web search for local models requires `ollama signin`.</Note>
|
||||||
|
|
||||||
## Configure without launching
|
## Configure without launching
|
||||||
|
|
||||||
@@ -93,4 +93,3 @@ Link WhatsApp, Telegram, Slack, Discord, or iMessage to chat with your local mod
|
|||||||
```bash
|
```bash
|
||||||
openclaw gateway stop
|
openclaw gateway stop
|
||||||
```
|
```
|
||||||
|
|
||||||
|
|||||||
@@ -28,79 +28,4 @@ To configure without launching:
|
|||||||
ollama launch opencode --config
|
ollama launch opencode --config
|
||||||
```
|
```
|
||||||
|
|
||||||
### Manual setup
|
<Note>`ollama launch opencode` passes its configuration to OpenCode inline via the `OPENCODE_CONFIG_CONTENT` environment variable. OpenCode deep-merges its config sources on startup, so anything you declare in `~/.config/opencode/opencode.json` is still respected and available inside OpenCode. Models declared only in `opencode.json` won't appear in `ollama launch`'s model-selection menu.</Note>
|
||||||
|
|
||||||
Add a configuration block to `~/.config/opencode/opencode.json`:
|
|
||||||
|
|
||||||
```json
|
|
||||||
{
|
|
||||||
"$schema": "https://opencode.ai/config.json",
|
|
||||||
"provider": {
|
|
||||||
"ollama": {
|
|
||||||
"npm": "@ai-sdk/openai-compatible",
|
|
||||||
"name": "Ollama",
|
|
||||||
"options": {
|
|
||||||
"baseURL": "http://localhost:11434/v1"
|
|
||||||
},
|
|
||||||
"models": {
|
|
||||||
"qwen3-coder": {
|
|
||||||
"name": "qwen3-coder"
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
```
|
|
||||||
|
|
||||||
## Cloud Models
|
|
||||||
|
|
||||||
`glm-4.7:cloud` is the recommended model for use with OpenCode.
|
|
||||||
|
|
||||||
Add the cloud configuration to `~/.config/opencode/opencode.json`:
|
|
||||||
|
|
||||||
```json
|
|
||||||
{
|
|
||||||
"$schema": "https://opencode.ai/config.json",
|
|
||||||
"provider": {
|
|
||||||
"ollama": {
|
|
||||||
"npm": "@ai-sdk/openai-compatible",
|
|
||||||
"name": "Ollama",
|
|
||||||
"options": {
|
|
||||||
"baseURL": "http://localhost:11434/v1"
|
|
||||||
},
|
|
||||||
"models": {
|
|
||||||
"glm-4.7:cloud": {
|
|
||||||
"name": "glm-4.7:cloud"
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
```
|
|
||||||
|
|
||||||
## Connecting to ollama.com
|
|
||||||
|
|
||||||
1. Create an [API key](https://ollama.com/settings/keys) from ollama.com and export it as `OLLAMA_API_KEY`.
|
|
||||||
2. Update `~/.config/opencode/opencode.json` to point to ollama.com:
|
|
||||||
|
|
||||||
```json
|
|
||||||
{
|
|
||||||
"$schema": "https://opencode.ai/config.json",
|
|
||||||
"provider": {
|
|
||||||
"ollama": {
|
|
||||||
"npm": "@ai-sdk/openai-compatible",
|
|
||||||
"name": "Ollama Cloud",
|
|
||||||
"options": {
|
|
||||||
"baseURL": "https://ollama.com/v1"
|
|
||||||
},
|
|
||||||
"models": {
|
|
||||||
"glm-4.7:cloud": {
|
|
||||||
"name": "glm-4.7:cloud"
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
```
|
|
||||||
|
|
||||||
Run `opencode` in a new terminal to load the new settings.
|
|
||||||
|
|||||||
@@ -0,0 +1,54 @@
|
|||||||
|
---
|
||||||
|
title: Pool
|
||||||
|
---
|
||||||
|
|
||||||
|
Pool is Poolside's software agent for the terminal, built for enterprise development workflows.
|
||||||
|
|
||||||
|
## Install
|
||||||
|
|
||||||
|
Install [Pool](https://github.com/poolsideai/pool):
|
||||||
|
|
||||||
|
## Usage with Ollama
|
||||||
|
|
||||||
|
### Quick setup
|
||||||
|
|
||||||
|
```shell
|
||||||
|
ollama launch pool
|
||||||
|
```
|
||||||
|
|
||||||
|
### Run directly with a model
|
||||||
|
|
||||||
|
```shell
|
||||||
|
ollama launch pool --model kimi-k2.6:cloud
|
||||||
|
```
|
||||||
|
|
||||||
|
### Pass arguments through to Pool
|
||||||
|
|
||||||
|
Arguments after `--` are passed directly to Pool:
|
||||||
|
|
||||||
|
```shell
|
||||||
|
ollama launch pool -- --help
|
||||||
|
```
|
||||||
|
|
||||||
|
## Manual setup
|
||||||
|
|
||||||
|
Pool connects to Ollama using the OpenAI-compatible API via environment variables.
|
||||||
|
|
||||||
|
1. Set the environment variables:
|
||||||
|
|
||||||
|
```shell
|
||||||
|
export POOLSIDE_STANDALONE_BASE_URL=http://localhost:11434/v1
|
||||||
|
export POOLSIDE_API_KEY=ollama
|
||||||
|
```
|
||||||
|
|
||||||
|
2. Run Pool with an Ollama model:
|
||||||
|
|
||||||
|
```shell
|
||||||
|
pool -m kimi-k2.6:cloud
|
||||||
|
```
|
||||||
|
|
||||||
|
Or run with environment variables inline:
|
||||||
|
|
||||||
|
```shell
|
||||||
|
POOLSIDE_STANDALONE_BASE_URL=http://localhost:11434/v1 POOLSIDE_API_KEY=ollama pool -m kimi-k2.6:cloud
|
||||||
|
```
|
||||||
Reference in New Issue
Block a user