惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
V
Vulnerabilities – Threatpost
有赞技术团队
有赞技术团队
小众软件
小众软件
O
OpenAI News
C
Cyber Attacks, Cyber Crime and Cyber Security
I
Intezer
NISL@THU
NISL@THU
D
Darknet – Hacking Tools, Hacker News & Cyber Security
N
News and Events Feed by Topic
MongoDB | Blog
MongoDB | Blog
阮一峰的网络日志
阮一峰的网络日志
Hacker News: Ask HN
Hacker News: Ask HN
D
Docker
WordPress大学
WordPress大学
Security Archives - TechRepublic
Security Archives - TechRepublic
A
About on SuperTechFans
Stack Overflow Blog
Stack Overflow Blog
C
CERT Recently Published Vulnerability Notes
L
LINUX DO - 最新话题
Application and Cybersecurity Blog
Application and Cybersecurity Blog
M
MIT News - Artificial intelligence
Blog — PlanetScale
Blog — PlanetScale
S
Security @ Cisco Blogs
Cloudbric
Cloudbric
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
V
V2EX
Hacker News - Newest:
Hacker News - Newest: "LLM"
G
Google Developers Blog
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
W
WeLiveSecurity
Google DeepMind News
Google DeepMind News
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
H
Hackread – Cybersecurity News, Data Breaches, AI and More
G
GRAHAM CLULEY
S
Schneier on Security
T
Tor Project blog
Spread Privacy
Spread Privacy
PCI Perspectives
PCI Perspectives
Microsoft Security Blog
Microsoft Security Blog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
F
Fortinet All Blogs
L
Lohrmann on Cybersecurity
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
T
The Exploit Database - CXSecurity.com
TaoSecurity Blog
TaoSecurity Blog
Apple Machine Learning Research
Apple Machine Learning Research
T
Threat Research - Cisco Blogs
T
Troy Hunt's Blog
罗磊的独立博客

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 test: trim doctor command hotspots · openclaw/openclaw@c66f16a test: isolate agent auth and spawn hotspots · openclaw/openclaw@9285935 test: stabilize MCP startup disposal race · openclaw/openclaw@dd9d2eb test: merge browser contract server suites · openclaw/openclaw@5817a76 test: narrow ollama provider discovery setup · openclaw/openclaw@a0d9598 build: declare qa-lab aimock runtime dependency · openclaw/openclaw@24431e5 test: speed up safe-bins exec harness · openclaw/openclaw@ee856ab test: preserve tool helpers in embedded runner mocks · openclaw/openclaw@acd86a0 refactor: move memory embeddings into provider plugins · openclaw/openclaw@77e6e4c test: reuse system-run temp fixtures · openclaw/openclaw@7e9ff0f test: trim hotspot wait overhead · openclaw/openclaw@12a59b0 Check: avoid duplicate boundary prep · openclaw/openclaw@baf11b8 test: reduce hotspot fixture overhead · openclaw/openclaw@3a59edd feat(ui): overhaul settings and slash command UX (#67819) thanks @Bun… · openclaw/openclaw@2cfb660 QA Matrix: exit cleanly on failure · openclaw/openclaw@42805d2 QA Matrix: isolate scenario coverage · openclaw/openclaw@7e659e1 Matrix: refresh crypto bootstrap state · openclaw/openclaw@94081d8 QA Lab: add provider registry · openclaw/openclaw@bb7e982 Matrix: add plugin changelog · openclaw/openclaw@4acab55 test: trim more hotspot overhead · openclaw/openclaw@f485311 test: trim remaining hotspot tests · openclaw/openclaw@6ba8626 test: narrow hotspot mocks · openclaw/openclaw@dbc8179 test: isolate gemini embedding request helpers · openclaw/openclaw@cd330f5 test: trim memory and mcp hotspots · openclaw/openclaw@fd48dfa test: slim provider registry mocks · openclaw/openclaw@2e08c77 test: harden Parallels update smoke · openclaw/openclaw@1a98090 feat: default Anthropic to Opus 4.7 · openclaw/openclaw@628b454 fix: harden node-host shell payload mutability checks · openclaw/openclaw@75c551e fix: land node-host approval binding for native binaries (#66731) (th… · openclaw/openclaw@29919bb CI: add daily schedule to CodeQL workflow (#67645) · openclaw/openclaw@69d25f5 fix(gateway): capture config hash after plugin auto-enable to prevent… · openclaw/openclaw@8c11210 fix: repair sanitized replay tool results before send (#67620) (thank… · openclaw/openclaw@c3c7a99 fix: restrict HTML timeout short-circuit to transient statuses · openclaw/openclaw@de129a6 fix: keep TUI watchdog bound to active run (#67401) (thanks @xantorres) · openclaw/openclaw@3525273 Gateway/skills: dedupe skills prefix-match + drop dead fallback on log · openclaw/openclaw@d7f489f Extensions/lmstudio: back off inference preload after consecutive fai… · openclaw/openclaw@b555214 TUI/streaming: add watchdog that resets the activity indicator after … · openclaw/openclaw@f44ab20 Agents/tool-loop: enable unknown-tool stream guard by default · openclaw/openclaw@36ed367 Gateway/skills: invalidate session skills snapshot on config write · openclaw/openclaw@b23d59a fix: classify HTML provider error pages correctly (#67642) (thanks @s… · openclaw/openclaw@e588e90 fix(skills): remove unused model-usage import (#67641) · openclaw/openclaw@55f05df docs(changelog): credit codex fix superseded PRs · openclaw/openclaw@e485f24 fix(openai-codex): normalize stale transport metadata in resolution a… · openclaw/openclaw@90801ba CI: pin Docker-related GitHub Actions (#67632) · openclaw/openclaw@f697b01 Android: modernize WebView and discovery API usage (#67627) · openclaw/openclaw@44a6e50 fix(deps): bump hono to 4.12.14 and @hono/node-server to 1.19.14 (GHS… · openclaw/openclaw@fbccc18 fix(deps): bump dompurify to 3.4.0 (#67614) · openclaw/openclaw@2c2dc00 CI: add explicit permissions to all workflow jobs (fixes code-scannin… · openclaw/openclaw@01b7516 fix: register bundled TTS providers and route overrides correctly (#6… · openclaw/openclaw@6ea3cdd fix: align host tilde paths with OS home (#62804) (thanks @stainlu) · openclaw/openclaw@ecfaf64 fix: flush creds queue before reconnect socket open (#67464) (thanks … · openclaw/openclaw@405c63f fix: strip standalone <function> tool call tags from visible text (#6… · openclaw/openclaw@78df859 fix(agents): preserve cli session metadata before transcript persist … · openclaw/openclaw@898fd04 docs(changelog): move cli transcript entry · openclaw/openclaw@c1817c6 fix(agents): normalize cli transcript api field · openclaw/openclaw@3a3fae0 docs(changelog): note cli transcript persistence · openclaw/openclaw@6c343f1 fix(agents): persist cli transcript turns · openclaw/openclaw@b8ef507 fix(msteams): harden security-sensitive flows (#65841) · openclaw/openclaw@c56b56e [Dashboard] Fix exec approval modal overflow for long command content… · openclaw/openclaw@053c5b0 Docs: remove QA changelog entry · openclaw/openclaw@7fd5771 QA: fix private runtime source loading (#67428) · openclaw/openclaw@d5933af docs(gateway): correct protocol.md schema path, hello-ok example, aut… · openclaw/openclaw@489404d CI: pin Node 22 runners to 22.18.0 · openclaw/openclaw@4ffa621 models.authStatus: normalize provider ids + tighten env-backed escape… · openclaw/openclaw@f2fdb9d Update CHANGELOG.md · openclaw/openclaw@7694a92 test(parallels): clean up npm update guard jobs · openclaw/openclaw@045ea7b Plugins: prefer scanDir override paths · openclaw/openclaw@b2974da fix(dreaming): default storage.mode to "separate" so phase blocks sto… · openclaw/openclaw@8c392f0 fix(memory-core): skip dreaming transcript ingestion via session stor… · openclaw/openclaw@a1b01f0 fix: dedupe replayed exec.finished node events (#67281) · openclaw/openclaw@5dcf526
docs: expand Tencent Hy3 provider guide · openclaw/openclaw@226e116
steipete · 2026-04-23 · via Recent Commits to openclaw:main

@@ -1,24 +1,45 @@

11

---

22

title: "Tencent Cloud (TokenHub)"

3-

summary: "Tencent Cloud TokenHub setup"

3+

summary: "Tencent Cloud TokenHub setup for Hy3 preview"

44

read_when:

5-

- You want to use Tencent Hy models with OpenClaw

5+

- You want to use Tencent Hy3 preview with OpenClaw

66

- You need the TokenHub API key setup

77

---

889-

# Tencent Cloud (TokenHub)

9+

# Tencent Cloud TokenHub

101011-

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

11+

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

12121313

The provider uses an OpenAI-compatible API.

141415-

## Quick start

15+

| Property | Value |

16+

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

17+

| Provider | `tencent-tokenhub` |

18+

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

19+

| Auth | `TOKENHUB_API_KEY` |

20+

| API | OpenAI-compatible chat completions |

21+

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

22+

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

162317-

```bash

18-

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

19-

```

24+

## Quick start

202521-

## Non-interactive example

26+

<Steps>

27+

<Step title="Create a TokenHub API key">

28+

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.

29+

</Step>

30+

<Step title="Run onboarding">

31+

```bash

32+

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

33+

```

34+

</Step>

35+

<Step title="Verify the model">

36+

```bash

37+

openclaw models list --provider tencent-tokenhub

38+

```

39+

</Step>

40+

</Steps>

41+42+

## Non-interactive setup

22432344

```bash

2445

openclaw onboard --non-interactive \

@@ -29,23 +50,35 @@ openclaw onboard --non-interactive \

2950

--accept-risk

3051

```

315232-

## Providers and endpoints

53+

## Model catalog

54+55+

| Model ref | Name | Input | Context | Max output | Notes |

56+

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

57+

| `tencent-tokenhub/hy3-preview` | Hy3 preview (TokenHub) | text | 256,000 | 64,000 | Default; reasoning-enabled |

335834-

| Provider | Endpoint | Use case |

35-

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

36-

| `tencent-tokenhub` | `tokenhub.tencentmaas.com/v1` | Hy via Tencent TokenHub |

59+

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`.

376038-

## Available models

61+

<Tip>

62+

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.

63+

</Tip>

396440-

### tencent-tokenhub

65+

## Endpoint override

66+67+

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

68+69+

```bash

70+

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

71+

```

417242-

- **hy3-preview** — Hy3 preview (256K context, reasoning, default)

73+

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

43744475

## Notes

45764677

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

47-

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

48-

- Override pricing and context metadata in `models.providers` if needed.

78+

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

79+

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

80+

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

81+

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

49825083

## Environment note

5184

@@ -57,4 +90,7 @@ is available to that process (for example, in `~/.openclaw/.env` or via

57905891

- [OpenClaw Configuration](/gateway/configuration)

5992

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

60-

- [Tencent TokenHub](https://cloud.tencent.com/document/product/1823/130050)

93+

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

94+

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

95+

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

96+

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