> ## Documentation Index
> Fetch the complete documentation index at: https://www.rumus.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

> Use Rumus's built-in models, bring your own API keys, or run local models — sometimes all at once.

Rumus is provider-agnostic. You can use the **built-in models** that come with your subscription, **bring your own keys** for any of the major providers, run **local models** through Ollama, or point at **any OpenAI-compatible endpoint**. All configured models appear in the same model picker.

## Pick the right path

<CardGroup cols={2}>
  <Card title="Just use the built-in models" icon="cube" href="/docs/models/built-in">
    Easiest. Sign in, pick a Pro plan, done. Pricing, usage, and billing all live in this guide.
  </Card>

  <Card title="Bring your own key" icon="key" href="#bring-your-own-key">
    Pay your provider directly. Useful if you have credits, need a model Rumus doesn't bundle, or your org requires it.
  </Card>

  <Card title="Run a local model" icon="microchip" href="/docs/models/ollama">
    Keep everything on your machine via Ollama. No network, no per-token cost.
  </Card>

  <Card title="Connect a custom endpoint" icon="plug" href="/docs/models/openai-compatible">
    For OpenRouter, vLLM, LiteLLM, LocalAI, an internal gateway — anything that speaks the OpenAI API.
  </Card>
</CardGroup>

## Bring your own key

Rumus has first-class support for these providers. Each one has its own setup guide:

<CardGroup cols={2}>
  <Card title="Anthropic" icon={<svg height="100%" viewBox="0 0 24 24" width="100%"><path fill="#D97757" fillRule="nonzero" d="M4.709 15.955l4.72-2.647.08-.23-.08-.128H9.2l-.79-.048-2.698-.073-2.339-.097-2.266-.122-.571-.121L0 11.784l.055-.352.48-.321.686.06 1.52.103 2.278.158 1.652.097 2.449.255h.389l.055-.157-.134-.098-.103-.097-2.358-1.596-2.552-1.688-1.336-.972-.724-.491-.364-.462-.158-1.008.656-.722.881.06.225.061.893.686 1.908 1.476 2.491 1.833.365.304.145-.103.019-.073-.164-.274-1.355-2.446-1.446-2.49-.644-1.032-.17-.619a2.97 2.97 0 01-.104-.729L6.283.134 6.696 0l.996.134.42.364.62 1.414 1.002 2.229 1.555 3.03.456.898.243.832.091.255h.158V9.01l.128-1.706.237-2.095.23-2.695.08-.76.376-.91.747-.492.584.28.48.685-.067.444-.286 1.851-.559 2.903-.364 1.942h.212l.243-.242.985-1.306 1.652-2.064.73-.82.85-.904.547-.431h1.033l.76 1.129-.34 1.166-1.064 1.347-.881 1.142-1.264 1.7-.79 1.36.073.11.188-.02 2.856-.606 1.543-.28 1.841-.315.833.388.091.395-.328.807-1.969.486-2.309.462-3.439.813-.042.03.049.061 1.549.146.662.036h1.622l3.02.225.79.522.474.638-.079.485-1.215.62-1.64-.389-3.829-.91-1.312-.329h-.182v.11l1.093 1.068 2.006 1.81 2.509 2.33.127.578-.322.455-.34-.049-2.205-1.657-.851-.747-1.926-1.62h-.128v.17l.444.649 2.345 3.521.122 1.08-.17.353-.608.213-.668-.122-1.374-1.925-1.415-2.167-1.143-1.943-.14.08-.674 7.254-.316.37-.729.28-.607-.461-.322-.747.322-1.476.389-1.924.315-1.53.286-1.9.17-.632-.012-.042-.14.018-1.434 1.967-2.18 2.945-1.726 1.845-.414.164-.717-.37.067-.662.401-.589 2.388-3.036 1.44-1.882.93-1.086-.006-.158h-.055L4.132 18.56l-1.13.146-.487-.456.061-.746.231-.243 1.908-1.312-.006.006z"/></svg>} href="/models/anthropic">
    Claude Opus, Sonnet, and Haiku.
  </Card>

  <Card title="OpenAI" icon={<svg fill="currentColor" fillRule="evenodd" height="100%" viewBox="0 0 24 24" width="100%"><path d="M9.205 8.658v-2.26c0-.19.072-.333.238-.428l4.543-2.616c.619-.357 1.356-.523 2.117-.523 2.854 0 4.662 2.212 4.662 4.566 0 .167 0 .357-.024.547l-4.71-2.759a.797.797 0 00-.856 0l-5.97 3.473zm10.609 8.8V12.06c0-.333-.143-.57-.429-.737l-5.97-3.473 1.95-1.118a.433.433 0 01.476 0l4.543 2.617c1.309.76 2.189 2.378 2.189 3.948 0 1.808-1.07 3.473-2.76 4.163zM7.802 12.703l-1.95-1.142c-.167-.095-.239-.238-.239-.428V5.899c0-2.545 1.95-4.472 4.591-4.472 1 0 1.927.333 2.712.928L8.23 5.067c-.285.166-.428.404-.428.737v6.898zM12 15.128l-2.795-1.57v-3.33L12 8.658l2.795 1.57v3.33L12 15.128zm1.796 7.23c-1 0-1.927-.332-2.712-.927l4.686-2.712c.285-.166.428-.404.428-.737v-6.898l1.974 1.142c.167.095.238.238.238.428v5.233c0 2.545-1.974 4.472-4.614 4.472zm-5.637-5.303l-4.544-2.617c-1.308-.761-2.188-2.378-2.188-3.948A4.482 4.482 0 014.21 6.327v5.423c0 .333.143.571.428.738l5.947 3.449-1.95 1.118a.432.432 0 01-.476 0zm-.262 3.9c-2.688 0-4.662-2.021-4.662-4.519 0-.19.024-.38.047-.57l4.686 2.71c.286.167.571.167.856 0l5.97-3.448v2.26c0 .19-.07.333-.237.428l-4.543 2.616c-.619.357-1.356.523-2.117.523zm5.899 2.83a5.947 5.947 0 005.827-4.756C22.287 18.339 24 15.84 24 13.296c0-1.665-.713-3.282-1.998-4.448.119-.5.19-.999.19-1.498 0-3.401-2.759-5.947-5.946-5.947-.642 0-1.26.095-1.88.31A5.962 5.962 0 0010.205 0a5.947 5.947 0 00-5.827 4.757C1.713 5.447 0 7.945 0 10.49c0 1.666.713 3.283 1.998 4.448-.119.5-.19 1-.19 1.499 0 3.401 2.759 5.946 5.946 5.946.642 0 1.26-.095 1.88-.309a5.96 5.96 0 004.162 1.713z"/></svg>} href="/models/openai">
    GPT-5, GPT-4.1, o-series reasoning models.
  </Card>

  <Card title="Google AI" icon={<svg height="100%" viewBox="0 0 24 24" width="100%"><defs><linearGradient gradientUnits="userSpaceOnUse" id="rumus-gemini-grad-0" x1="7" x2="11" y1="15.5" y2="12"><stop stopColor="#08B962"/><stop offset="1" stopColor="#08B962" stopOpacity="0"/></linearGradient><linearGradient gradientUnits="userSpaceOnUse" id="rumus-gemini-grad-1" x1="8" x2="11.5" y1="5.5" y2="11"><stop stopColor="#F94543"/><stop offset="1" stopColor="#F94543" stopOpacity="0"/></linearGradient><linearGradient gradientUnits="userSpaceOnUse" id="rumus-gemini-grad-2" x1="3.5" x2="17.5" y1="13.5" y2="12"><stop stopColor="#FABC12"/><stop offset=".46" stopColor="#FABC12" stopOpacity="0"/></linearGradient></defs><path fill="#3186FF" d="M20.616 10.835a14.147 14.147 0 01-4.45-3.001 14.111 14.111 0 01-3.678-6.452.503.503 0 00-.975 0 14.134 14.134 0 01-3.679 6.452 14.155 14.155 0 01-4.45 3.001c-.65.28-1.318.505-2.002.678a.502.502 0 000 .975c.684.172 1.35.397 2.002.677a14.147 14.147 0 014.45 3.001 14.112 14.112 0 013.679 6.453.502.502 0 00.975 0c.172-.685.397-1.351.677-2.003a14.145 14.145 0 013.001-4.45 14.113 14.113 0 016.453-3.678.503.503 0 000-.975 13.245 13.245 0 01-2.003-.678z"/><path fill="url(https://mintlify.s3.us-west-1.amazonaws.com/rumus/models#rumus-gemini-grad-0)" d="M20.616 10.835a14.147 14.147 0 01-4.45-3.001 14.111 14.111 0 01-3.678-6.452.503.503 0 00-.975 0 14.134 14.134 0 01-3.679 6.452 14.155 14.155 0 01-4.45 3.001c-.65.28-1.318.505-2.002.678a.502.502 0 000 .975c.684.172 1.35.397 2.002.677a14.147 14.147 0 014.45 3.001 14.112 14.112 0 013.679 6.453.502.502 0 00.975 0c.172-.685.397-1.351.677-2.003a14.145 14.145 0 013.001-4.45 14.113 14.113 0 016.453-3.678.503.503 0 000-.975 13.245 13.245 0 01-2.003-.678z"/><path fill="url(https://mintlify.s3.us-west-1.amazonaws.com/rumus/models#rumus-gemini-grad-1)" d="M20.616 10.835a14.147 14.147 0 01-4.45-3.001 14.111 14.111 0 01-3.678-6.452.503.503 0 00-.975 0 14.134 14.134 0 01-3.679 6.452 14.155 14.155 0 01-4.45 3.001c-.65.28-1.318.505-2.002.678a.502.502 0 000 .975c.684.172 1.35.397 2.002.677a14.147 14.147 0 014.45 3.001 14.112 14.112 0 013.679 6.453.502.502 0 00.975 0c.172-.685.397-1.351.677-2.003a14.145 14.145 0 013.001-4.45 14.113 14.113 0 016.453-3.678.503.503 0 000-.975 13.245 13.245 0 01-2.003-.678z"/><path fill="url(https://mintlify.s3.us-west-1.amazonaws.com/rumus/models#rumus-gemini-grad-2)" d="M20.616 10.835a14.147 14.147 0 01-4.45-3.001 14.111 14.111 0 01-3.678-6.452.503.503 0 00-.975 0 14.134 14.134 0 01-3.679 6.452 14.155 14.155 0 01-4.45 3.001c-.65.28-1.318.505-2.002.678a.502.502 0 000 .975c.684.172 1.35.397 2.002.677a14.147 14.147 0 014.45 3.001 14.112 14.112 0 013.679 6.453.502.502 0 00.975 0c.172-.685.397-1.351.677-2.003a14.145 14.145 0 013.001-4.45 14.113 14.113 0 016.453-3.678.503.503 0 000-.975 13.245 13.245 0 01-2.003-.678z"/></svg>} href="/models/google">
    Gemini Pro and Flash.
  </Card>

  <Card title="Z.AI" icon={<svg fill="currentColor" fillRule="evenodd" height="100%" viewBox="0 0 24 24" width="100%"><path d="M12.105 2L9.927 4.953H.653L2.83 2h9.276zM23.254 19.048L21.078 22h-9.242l2.174-2.952h9.244zM24 2L9.264 22H0L14.736 2H24z"/></svg>} href="/models/zai">
    GLM family, including GLM-4.7 and the Coding variant.
  </Card>

  <Card title="DeepSeek" icon={<svg height="100%" viewBox="0 0 24 24" width="100%"><path fill="#4D6BFE" d="M23.748 4.482c-.254-.124-.364.113-.512.234-.051.039-.094.09-.137.136-.372.397-.806.657-1.373.626-.829-.046-1.537.214-2.163.848-.133-.782-.575-1.248-1.247-1.548-.352-.156-.708-.311-.955-.65-.172-.241-.219-.51-.305-.774-.055-.16-.11-.323-.293-.35-.2-.031-.278.136-.356.276-.313.572-.434 1.202-.422 1.84.027 1.436.633 2.58 1.838 3.393.137.093.172.187.129.323-.082.28-.18.552-.266.833-.055.179-.137.217-.329.14a5.526 5.526 0 01-1.736-1.18c-.857-.828-1.631-1.742-2.597-2.458a11.365 11.365 0 00-.689-.471c-.985-.957.13-1.743.388-1.836.27-.098.093-.432-.779-.428-.872.004-1.67.295-2.687.684a3.055 3.055 0 01-.465.137 9.597 9.597 0 00-2.883-.102c-1.885.21-3.39 1.102-4.497 2.623C.082 8.606-.231 10.684.152 12.85c.403 2.284 1.569 4.175 3.36 5.653 1.858 1.533 3.997 2.284 6.438 2.14 1.482-.085 3.133-.284 4.994-1.86.47.234.962.327 1.78.397.63.059 1.236-.03 1.705-.128.735-.156.684-.837.419-.961-2.155-1.004-1.682-.595-2.113-.926 1.096-1.296 2.746-2.642 3.392-7.003.05-.347.007-.565 0-.845-.004-.17.035-.237.23-.256a4.173 4.173 0 001.545-.475c1.396-.763 1.96-2.015 2.093-3.517.02-.23-.004-.467-.247-.588zM11.581 18c-2.089-1.642-3.102-2.183-3.52-2.16-.392.024-.321.471-.235.763.09.288.207.486.371.739.114.167.192.416-.113.603-.673.416-1.842-.14-1.897-.167-1.361-.802-2.5-1.86-3.301-3.307-.774-1.393-1.224-2.887-1.298-4.482-.02-.386.093-.522.477-.592a4.696 4.696 0 011.529-.039c2.132.312 3.946 1.265 5.468 2.774.868.86 1.525 1.887 2.202 2.891.72 1.066 1.494 2.082 2.48 2.914.348.292.625.514.891.677-.802.09-2.14.11-3.054-.614zm1-6.44a.306.306 0 01.415-.287.302.302 0 01.2.288.306.306 0 01-.31.307.303.303 0 01-.304-.308zm3.11 1.596c-.2.081-.399.151-.59.16a1.245 1.245 0 01-.798-.254c-.274-.23-.47-.358-.552-.758a1.73 1.73 0 01.016-.588c.07-.327-.008-.537-.239-.727-.187-.156-.426-.199-.688-.199a.559.559 0 01-.254-.078c-.11-.054-.2-.19-.114-.358.028-.054.16-.186.192-.21.356-.202.767-.136 1.146.016.352.144.618.408 1.001.782.391.451.462.576.685.914.176.265.336.537.445.848.067.195-.019.354-.25.452z"/></svg>} href="/models/deepseek">
    DeepSeek V3.2 and the V3.2 Reasoner.
  </Card>

  <Card title="Kimi (Moonshot AI)" icon={<svg fill="currentColor" fillRule="evenodd" height="100%" viewBox="0 0 24 24" width="100%"><path d="M21.846 0a1.923 1.923 0 110 3.846H20.15a.226.226 0 01-.227-.226V1.923C19.923.861 20.784 0 21.846 0z"/><path d="M11.065 11.199l7.257-7.2c.137-.136.06-.41-.116-.41H14.3a.164.164 0 00-.117.051l-7.82 7.756c-.122.12-.302.013-.302-.179V3.82c0-.127-.083-.23-.185-.23H3.186c-.103 0-.186.103-.186.23V19.77c0 .128.083.23.186.23h2.69c.103 0 .186-.102.186-.23v-3.25c0-.069.025-.135.069-.178l2.424-2.406a.158.158 0 01.205-.023l6.484 4.772a7.677 7.677 0 003.453 1.283c.108.012.2-.095.2-.23v-3.06c0-.117-.07-.212-.164-.227a5.028 5.028 0 01-2.027-.807l-5.613-4.064c-.117-.078-.132-.279-.028-.381z"/></svg>} href="/models/kimi">
    Kimi K2.5, K2 Thinking, and Moonshot V1.
  </Card>

  <Card title="Ollama" icon={<svg fill="currentColor" fillRule="evenodd" height="100%" viewBox="0 0 24 24" width="100%"><path d="M7.905 1.09c.216.085.411.225.588.41.295.306.544.744.734 1.263.191.522.315 1.1.362 1.68a5.054 5.054 0 012.049-.636l.051-.004c.87-.07 1.73.087 2.48.474.101.053.2.11.297.17.05-.569.172-1.134.36-1.644.19-.52.439-.957.733-1.264a1.67 1.67 0 01.589-.41c.257-.1.53-.118.796-.042.401.114.745.368 1.016.737.248.337.434.769.561 1.287.23.934.27 2.163.115 3.645l.053.04.026.019c.757.576 1.284 1.397 1.563 2.35.435 1.487.216 3.155-.534 4.088l-.018.021.002.003c.417.762.67 1.567.724 2.4l.002.03c.064 1.065-.2 2.137-.814 3.19l-.007.01.01.024c.472 1.157.62 2.322.438 3.486l-.006.039a.651.651 0 01-.747.536.648.648 0 01-.54-.742c.167-1.033.01-2.069-.48-3.123a.643.643 0 01.04-.617l.004-.006c.604-.924.854-1.83.8-2.72-.046-.779-.325-1.544-.8-2.273a.644.644 0 01.18-.886l.009-.006c.243-.159.467-.565.58-1.12a4.229 4.229 0 00-.095-1.974c-.205-.7-.58-1.284-1.105-1.683-.595-.454-1.383-.673-2.38-.61a.653.653 0 01-.632-.371c-.314-.665-.772-1.141-1.343-1.436a3.288 3.288 0 00-1.772-.332c-1.245.099-2.343.801-2.67 1.686a.652.652 0 01-.61.425c-1.067.002-1.893.252-2.497.703-.522.39-.878.935-1.066 1.588a4.07 4.07 0 00-.068 1.886c.112.558.331 1.02.582 1.269l.008.007c.212.207.257.53.109.785-.36.622-.629 1.549-.673 2.44-.05 1.018.186 1.902.719 2.536l.016.019a.643.643 0 01.095.69c-.576 1.236-.753 2.252-.562 3.052a.652.652 0 01-1.269.298c-.243-1.018-.078-2.184.473-3.498l.014-.035-.008-.012a4.339 4.339 0 01-.598-1.309l-.005-.019a5.764 5.764 0 01-.177-1.785c.044-.91.278-1.842.622-2.59l.012-.026-.002-.002c-.293-.418-.51-.953-.63-1.545l-.005-.024a5.352 5.352 0 01.093-2.49c.262-.915.777-1.701 1.536-2.269.06-.045.123-.09.186-.132-.159-1.493-.119-2.73.112-3.67.127-.518.314-.95.562-1.287.27-.368.614-.622 1.015-.737.266-.076.54-.059.797.042zm4.116 9.09c.936 0 1.8.313 2.446.855.63.527 1.005 1.235 1.005 1.94 0 .888-.406 1.58-1.133 2.022-.62.375-1.451.557-2.403.557-1.009 0-1.871-.259-2.493-.734-.617-.47-.963-1.13-.963-1.845 0-.707.398-1.417 1.056-1.946.668-.537 1.55-.849 2.485-.849zm0 .896a3.07 3.07 0 00-1.916.65c-.461.37-.722.835-.722 1.25 0 .428.21.829.61 1.134.455.347 1.124.548 1.943.548.799 0 1.473-.147 1.932-.426.463-.28.7-.686.7-1.257 0-.423-.246-.89-.683-1.256-.484-.405-1.14-.643-1.864-.643zm.662 1.21l.004.004c.12.151.095.37-.056.49l-.292.23v.446a.375.375 0 01-.376.373.375.375 0 01-.376-.373v-.46l-.271-.218a.347.347 0 01-.052-.49.353.353 0 01.494-.051l.215.172.22-.174a.353.353 0 01.49.051zm-5.04-1.919c.478 0 .867.39.867.871a.87.87 0 01-.868.871.87.87 0 01-.867-.87.87.87 0 01.867-.872zm8.706 0c.48 0 .868.39.868.871a.87.87 0 01-.868.871.87.87 0 01-.867-.87.87.87 0 01.867-.872zM7.44 2.3l-.003.002a.659.659 0 00-.285.238l-.005.006c-.138.189-.258.467-.348.832-.17.692-.216 1.631-.124 2.782.43-.128.899-.208 1.404-.237l.01-.001.019-.034c.046-.082.095-.161.148-.239.123-.771.022-1.692-.253-2.444-.134-.364-.297-.65-.453-.813a.628.628 0 00-.107-.09L7.44 2.3zm9.174.04l-.002.001a.628.628 0 00-.107.09c-.156.163-.32.45-.453.814-.29.794-.387 1.776-.23 2.572l.058.097.008.014h.03a5.184 5.184 0 011.466.212c.086-1.124.038-2.043-.128-2.722-.09-.365-.21-.643-.349-.832l-.004-.006a.659.659 0 00-.285-.239h-.004z"/></svg>} href="/models/ollama">
    Local models — Llama, Mistral, Qwen, and anything else you've pulled.
  </Card>

  <Card title="OpenAI-compatible" icon="plug" href="/docs/models/openai-compatible">
    OpenRouter, vLLM, LiteLLM, LocalAI, internal gateways.
  </Card>
</CardGroup>

## Where models are configured

All model setup happens in **Settings → AI → Models**. The page is split into two sections:

* **Built-in Models** — read-only list of what your subscription includes. Greyed out if you're not signed in or not on a paid plan.
* **Custom Models** — anything you've added with your own key. Click **Add Model** to create one.

Custom models you add appear in the chat model picker right next to built-in ones, with a clear label so you know which is which.

## Capabilities you flag per model

When adding a custom model, you tell Rumus what the model can do. The agent uses these flags to decide whether to send images, request tool calls, or use prompt caching:

| Capability             | Meaning                                                                                      |
| ---------------------- | -------------------------------------------------------------------------------------------- |
| **Tool Calling**       | Model supports function/tool calls — required for agentic mode                               |
| **Vision**             | Model accepts images as input                                                                |
| **Prompt Cache**       | Model supports prompt caching (reduces cost on repeated prompts)                             |
| **Privacy Protection** | Provider commits to not storing or training on your data — shown as a green shield in the UI |

If you're unsure, leave them off; you can edit a model anytime.

## Privacy

* **Custom models** — requests go directly from your machine to the provider you configured. Rumus never sees your prompts, completions, or API keys. Keys are stored encrypted in your local [vault](/docs/account/vault).
* **Built-in models** — requests are routed through Rumus's API to the underlying provider. We log token counts for billing but not the message contents. See [Vault & encryption](/docs/account/vault) for how local secrets are stored.

## Mixing providers

You can register multiple providers at once and switch between them per-thread. Common patterns:

* **Built-in for the heavy lifting, Ollama for offline drafting.**
* **Anthropic Sonnet for fast iteration, Opus for tricky bugs.**
* **OpenAI for vision, OpenRouter for the long tail.**

The model picker remembers the last model used per thread, so you can keep parallel conversations on different models without thinking about it.

## Next steps

<CardGroup cols={2}>
  <Card title="Built-in models, pricing & billing" icon="cube" href="/docs/models/built-in">
    Everything about the included plan: model list, pricing, usage, top-ups.
  </Card>

  <Card title="AI assistant overview" icon="robot" href="/docs/ai/overview">
    What the agent can actually do once a model is connected.
  </Card>
</CardGroup>
