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[Inference Providers] Add "Quick Setup for Agents" section + Codex integration #2526

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gary149 merged 6 commits into from
Jun 4, 2026
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[Inference Providers] Add "Quick Setup for Agents" section + Codex integration #2526

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[Inference Providers] Add "Quick Setup for Agents" section + Codex in…
gary149 Jun 3, 2026
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Explicitly disable transitions on Quick Setup cards (transition-none)
gary149 Jun 3, 2026
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Link to all Inference Providers models instead of citing specific one…
gary149 Jun 3, 2026
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Add Pi curl install alternative and use conversational filter for Cod…
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Pi: keep only the curl install command
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14 changes: 8 additions & 6 deletions docs/inference-providers/_toctree.yml
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Expand Up @@ -36,8 +36,12 @@
sections:
- local: integrations/index
title: Overview
- local: integrations/adding-integration
title: Add Your Integration
- local: integrations/pi
title: Pi
- local: integrations/opencode
title: OpenCode
- local: integrations/codex
title: Codex
- local: integrations/claude-code
title: Claude Code
- local: integrations/hermes-agent
Expand All @@ -46,14 +50,12 @@
title: NeMo Data Designer
- local: integrations/macwhisper
title: MacWhisper
- local: integrations/opencode
title: OpenCode
- local: integrations/pi
title: Pi
- local: integrations/visionagents
title: Vision Agents
- local: integrations/vscode
title: VS Code with GitHub Copilot
- local: integrations/adding-integration
title: Add Your Integration

- local: tasks/index
title: Inference Tasks
Expand Down
27 changes: 27 additions & 0 deletions docs/inference-providers/index.md
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Expand Up @@ -7,6 +7,33 @@

Hugging Face’s Inference Providers give developers access to hundreds of machine learning models, powered by world-class inference providers. They are also integrated into our client SDKs (for JS and Python), making it easy to explore serverless inference of models on your favorite providers.

## Quick Setup for Agents

Using a coding agent? Point it at Inference Providers to run [the latest open models available](https://huggingface.co/models?inference_provider=all) with a single Hugging Face token. Pick your tool below to jump straight to its setup guide.

<div class="grid grid-cols-3 sm:grid-cols-5 gap-3 sm:gap-4 my-6">
<a href="./integrations/opencode" class="flex flex-col items-center justify-center gap-2 sm:gap-3 px-3 py-4 sm:px-4 sm:py-6 rounded-xl border border-gray-200 dark:border-gray-800 no-underline transition-none hover:border-gray-300 dark:hover:border-gray-700 hover:shadow-inner">
<svg class="h-8 w-8 sm:h-10 sm:w-10" width="40" height="40" viewBox="0 0 512 512" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="img"><rect width="512" height="512" rx="96" fill="#131010"/><path d="M320 224V352H192V224H320Z" fill="#5A5858"/><path fill-rule="evenodd" clip-rule="evenodd" d="M384 416H128V96H384V416ZM320 160H192V352H320V160Z" fill="white"/></svg>
<span class="font-semibold text-center leading-tight text-gray-900 dark:text-gray-100">OpenCode</span>
</a>
<a href="./integrations/pi" class="flex flex-col items-center justify-center gap-2 sm:gap-3 px-3 py-4 sm:px-4 sm:py-6 rounded-xl border border-gray-200 dark:border-gray-800 no-underline transition-none hover:border-gray-300 dark:hover:border-gray-700 hover:shadow-inner">
<svg class="text-black dark:text-white h-8 w-8 sm:h-10 sm:w-10" width="40" height="40" viewBox="0 0 800 800" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="img"><path fill="currentColor" fill-rule="evenodd" d="M165.29 165.29H517.36V400H400V517.36H282.65V634.72H165.29ZM282.65 282.65V400H400V282.65Z"/><path fill="currentColor" d="M517.36 400H634.72V634.72H517.36Z"/></svg>
<span class="font-semibold text-center leading-tight text-gray-900 dark:text-gray-100">Pi</span>
</a>
<a href="./integrations/codex" class="flex flex-col items-center justify-center gap-2 sm:gap-3 px-3 py-4 sm:px-4 sm:py-6 rounded-xl border border-gray-200 dark:border-gray-800 no-underline transition-none hover:border-gray-300 dark:hover:border-gray-700 hover:shadow-inner">
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<span class="font-semibold text-center leading-tight text-gray-900 dark:text-gray-100">Codex</span>
</a>
<a href="./integrations/claude-code" class="flex flex-col items-center justify-center gap-2 sm:gap-3 px-3 py-4 sm:px-4 sm:py-6 rounded-xl border border-gray-200 dark:border-gray-800 no-underline transition-none hover:border-gray-300 dark:hover:border-gray-700 hover:shadow-inner">
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<span class="font-semibold text-center leading-tight text-gray-900 dark:text-gray-100">Claude Code</span>
</a>
<a href="./integrations/hermes-agent" class="flex flex-col items-center justify-center gap-2 sm:gap-3 px-3 py-4 sm:px-4 sm:py-6 rounded-xl border border-gray-200 dark:border-gray-800 no-underline transition-none hover:border-gray-300 dark:hover:border-gray-700 hover:shadow-inner">
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<span class="font-semibold text-center leading-tight text-gray-900 dark:text-gray-100">Hermes Agent</span>
</a>
</div>

## Partners

Our platform integrates with leading AI infrastructure providers, giving you access to their specialized capabilities through a single, consistent API. Here's what each partner supports:
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# Claude Code

[Claude Code](https://docs.anthropic.com/en/docs/claude-code) is Anthropic's agentic coding tool that lives in your terminal. It can understand your codebase, edit files, run commands, and handle complex development tasks. By pointing it at Hugging Face Inference Providers, you can use open models like [GLM-5.1](https://huggingface.co/zai-org/GLM-5.1), [Gemma 4](https://huggingface.co/google/gemma-4-31B-it), and more as the backing LLM.
[Claude Code](https://docs.anthropic.com/en/docs/claude-code) is Anthropic's agentic coding tool that lives in your terminal. It can understand your codebase, edit files, run commands, and handle complex development tasks. By pointing it at Hugging Face Inference Providers, you can use any of [the latest open models available](https://huggingface.co/models?inference_provider=all) as your backing LLM.

## Overview

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claude
```

Replace `zai-org/GLM-5.1` with any model available on [Inference Providers](https://huggingface.co/inference/models). You can also append a provider suffix to pin a specific provider (e.g. `MiniMaxAI/MiniMax-M2.7:fireworks-ai`). Setting an explicit provider gives you deterministic routing, while omitting it (e.g. `MiniMaxAI/MiniMax-M2.7`) lets the router fall back to alternative providers for better resilience.
Replace `zai-org/GLM-5.1` with any model available on [Inference Providers](https://huggingface.co/inference/models). You can also append a provider suffix to pin a specific provider (e.g. `MiniMaxAI/MiniMax-M2.7:fireworks-ai`). Setting an explicit provider gives you deterministic routing, while omitting it (e.g. `MiniMaxAI/MiniMax-M2.7`) uses the default `:fastest` policy. With this policy, the router picks the provider with the highest throughput, and automatically fails over if it becomes unavailable.

You can also append a `:cheapest` or `:fastest` suffix to prefer cheaper or faster providers (e.g. `MiniMaxAI/MiniMax-M2.7:cheapest`).
Available policies are `:cheapest`, `:fastest`, or `:preferred`; use one of these suffixes to prefer cheaper, faster, or your preferred-order providers (e.g. `MiniMaxAI/MiniMax-M2.7:cheapest`).

> [!TIP]
> The `ANTHROPIC_DEFAULT_*_MODEL` variables map to Claude Code's internal model slots (Opus, Sonnet, Haiku), from the most powerful to the quickest. You can assign different models to each slot to balance capability and speed e.g. `zai-org/GLM-5.1` for Opus, `google/gemma-4-31B-it:together` for Sonnet, and `openai/gpt-oss-120b:cerebras` for Haiku. `CLAUDE_CODE_SUBAGENT_MODEL` controls which model is used for sub-agents.
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