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Recent Commits to openclaw:main

test: merge chat side-result checks · openclaw/openclaw@ddd2c2a test: merge cron history checks · openclaw/openclaw@f7eb746 test: merge responsive navigation shell checks · openclaw/openclaw@c2e4b47 docs(changelog): add codex oauth fixes · openclaw/openclaw@628e6cd test: merge navigation routing cases · openclaw/openclaw@5d8cecb Tests: mock channel registry bundled fallback · openclaw/openclaw@2b08233 Secrets: avoid broad web search discovery for single plugin config · openclaw/openclaw@a464f59 test: merge config view browser checks · openclaw/openclaw@20cf511 fix(status): align oauth health with runtime · openclaw/openclaw@eed7116 feat: add macOS screen snapshots for monitor preview (#67954) thanks … · openclaw/openclaw@f377db1 fix: report shared auth scopes in hello-ok (#67810) thanks @BunsDev · openclaw/openclaw@0b6c39b Auto-reply: avoid eager bundled route fallback · openclaw/openclaw@3ea1bf4 Tests: narrow session binding contract setup · openclaw/openclaw@54e4e16 fix(macOS): enable undo/redo in webchat composer text input (#34962) · openclaw/openclaw@00951dc Tests: speed up channel setup promotion · openclaw/openclaw@82b529a Docs: refresh agent instructions · openclaw/openclaw@5775fe2 fix(auth): serialize OAuth refresh across agents to fix #26322 (#67876) · openclaw/openclaw@8e79080 test: allow ollama public surface boundary test · openclaw/openclaw@7d4f1a6 Docs: add test performance guardrails · openclaw/openclaw@89706d3 Tests: restore context-engine usage proof · openclaw/openclaw@e4c4f95 Tests: slim context engine runtime coverage · openclaw/openclaw@74c198f ci: retry failed custom checkouts · openclaw/openclaw@0ee5baf test: trim duplicate provider auth onboarding cases · openclaw/openclaw@1ffc02e matrix: fix sessions_spawn --thread subagent session spawning (#67643) · openclaw/openclaw@1ce2596 test: reduce auth choice fixture churn · openclaw/openclaw@857b9cd test: mock health status config boundaries · openclaw/openclaw@9d5ab4a test: mock onboard config io boundary · openclaw/openclaw@299694d test: mock legacy state plugin boundaries · openclaw/openclaw@2713089 test: mock channel install boundaries · openclaw/openclaw@b945248 test: mock doctor preview channel boundaries · openclaw/openclaw@b1a3ad4
docs(providers): rewrite Tencent, Mistral, and Inferrs wi...
vincentkoc · 2026-05-06 · via Recent Commits to openclaw:main

@@ -6,20 +6,19 @@ read_when:

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- You need the TokenHub API key setup

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---

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# Tencent Cloud TokenHub

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Tencent Cloud ships as a **bundled provider plugin** in OpenClaw. It gives access to Tencent Hy3 preview through the TokenHub endpoint (`tencent-tokenhub`).

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The provider uses an OpenAI-compatible API.

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| Property | Value |

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| ------------- | ------------------------------------------ |

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| Provider | `tencent-tokenhub` |

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| Default model | `tencent-tokenhub/hy3-preview` |

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| Auth | `TOKENHUB_API_KEY` |

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| API | OpenAI-compatible chat completions |

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| Base URL | `https://tokenhub.tencentmaas.com/v1` |

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| Global URL | `https://tokenhub-intl.tencentmaas.com/v1` |

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Tencent Cloud ships as a bundled provider plugin in OpenClaw. It gives access to Tencent Hy3 preview through the TokenHub endpoint (`tencent-tokenhub`) using an OpenAI-compatible API.

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| Property | Value |

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| ---------------- | ----------------------------------------------------- |

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| Provider id | `tencent-tokenhub` |

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| Plugin | bundled, `enabledByDefault: true` |

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| Auth env var | `TOKENHUB_API_KEY` |

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| Onboarding flag | `--auth-choice tokenhub-api-key` |

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| Direct CLI flag | `--tokenhub-api-key <key>` |

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| API | OpenAI-compatible (`openai-completions`) |

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| Default base URL | `https://tokenhub.tencentmaas.com/v1` |

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| Global base URL | `https://tokenhub-intl.tencentmaas.com/v1` (override) |

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| Default model | `tencent-tokenhub/hy3-preview` |

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## Quick start

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@@ -28,9 +27,24 @@ The provider uses an OpenAI-compatible API.

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Create an API key in Tencent Cloud TokenHub. If you choose a limited access scope for the key, include **Hy3 preview** in the allowed models.

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</Step>

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<Step title="Run onboarding">

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```bash

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openclaw onboard --auth-choice tokenhub-api-key

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```

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<CodeGroup>

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```bash Onboarding

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openclaw onboard --auth-choice tokenhub-api-key

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```

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```bash Direct flag

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openclaw onboard --non-interactive \

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--auth-choice tokenhub-api-key \

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--tokenhub-api-key "$TOKENHUB_API_KEY"

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```

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```bash Env only

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export TOKENHUB_API_KEY=...

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```

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</CodeGroup>

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</Step>

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<Step title="Verify the model">

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```bash

@@ -59,38 +73,58 @@ openclaw onboard --non-interactive \

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Hy3 preview is Tencent Hunyuan's large MoE language model for reasoning, long-context instruction following, code, and agent workflows. Tencent's OpenAI-compatible examples use `hy3-preview` as the model id and support standard chat-completions tool calling plus `reasoning_effort`.

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<Tip>

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The model id is `hy3-preview`. Do not confuse it with Tencent's `HY-3D-*` models, which are 3D generation APIs and are not the OpenClaw chat model configured by this provider.

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The model id is `hy3-preview`. Do not confuse it with Tencent's `HY-3D-*` models, which are 3D generation APIs and are not the OpenClaw chat model configured by this provider.

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</Tip>

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## Endpoint override

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## Tiered pricing

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OpenClaw defaults to Tencent Cloud's `https://tokenhub.tencentmaas.com/v1` endpoint. Tencent also documents an international TokenHub endpoint:

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The bundled catalog ships tiered cost metadata that scales with input window length, so cost estimates are populated without manual overrides.

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```bash

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openclaw config set models.providers.tencent-tokenhub.baseUrl "https://tokenhub-intl.tencentmaas.com/v1"

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```

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| Input tokens range | Input rate | Output rate | Cache read |

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| ------------------ | ---------- | ----------- | ---------- |

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| 0 - 16,000 | 0.176 | 0.587 | 0.059 |

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| 16,000 - 32,000 | 0.235 | 0.939 | 0.088 |

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| 32,000+ | 0.293 | 1.173 | 0.117 |

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Rates are per million tokens in USD as advertised by Tencent. Override pricing under `models.providers.tencent-tokenhub` only when you need a different surface.

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## Advanced configuration

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<AccordionGroup>

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<Accordion title="Endpoint override">

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OpenClaw defaults to Tencent Cloud's `https://tokenhub.tencentmaas.com/v1` endpoint. Tencent also documents an international TokenHub endpoint:

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```bash

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openclaw config set models.providers.tencent-tokenhub.baseUrl "https://tokenhub-intl.tencentmaas.com/v1"

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```

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Only override the endpoint when your TokenHub account or region requires it.

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Only override the endpoint when your TokenHub account or region requires it.

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## Notes

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</Accordion>

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- TokenHub model refs use `tencent-tokenhub/<modelId>`.

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- The bundled catalog currently includes `hy3-preview`.

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- The plugin marks Hy3 preview as reasoning-capable and streaming-usage capable.

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- The plugin ships with tiered Hy3 pricing metadata, so cost estimates are populated without manual pricing overrides.

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- Override pricing, context, or endpoint metadata in `models.providers` only when needed.

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<Accordion title="Environment availability for the daemon">

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If the Gateway runs as a managed service (launchd, systemd, Docker), `TOKENHUB_API_KEY` must be visible to that process. Set it in `~/.openclaw/.env` or via `env.shellEnv` so launchd, systemd, or Docker exec environments can read it.

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## Environment note

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<Warning>

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Keys set only in `~/.profile` are not visible to managed gateway processes. Use the env file or config seam for persistent availability.

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</Warning>

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If the Gateway runs as a daemon (launchd/systemd), make sure `TOKENHUB_API_KEY`

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is available to that process (for example, in `~/.openclaw/.env` or via

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`env.shellEnv`).

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</Accordion>

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</AccordionGroup>

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## Related documentation

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## Related

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- [OpenClaw Configuration](/gateway/configuration)

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- [Model Providers](/concepts/model-providers)

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- [Tencent TokenHub product page](https://cloud.tencent.com/product/tokenhub)

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- [Tencent TokenHub text generation](https://cloud.tencent.com/document/product/1823/130079)

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- [Tencent TokenHub Cline setup for Hy3 preview](https://cloud.tencent.com/document/product/1823/130932)

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- [Tencent Hy3 preview model card](https://huggingface.co/tencent/Hy3-preview)

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<CardGroup cols={2}>

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<Card title="Model providers" href="/concepts/model-providers" icon="layers">

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Choosing providers, model refs, and failover behavior.

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</Card>

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<Card title="Configuration reference" href="/gateway/configuration" icon="gear">

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Full config schema including provider settings.

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</Card>

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<Card title="Tencent TokenHub" href="https://cloud.tencent.com/product/tokenhub" icon="arrow-up-right-from-square">

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Tencent Cloud's TokenHub product page.

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</Card>

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<Card title="Hy3 preview model card" href="https://huggingface.co/tencent/Hy3-preview" icon="square-poll-horizontal">

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Tencent Hunyuan Hy3 preview details and benchmarks.

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</Card>

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</CardGroup>