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💄 style: migrate Hunyuan to TokenHub for Hy3 Preview#14108

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tjx666 merged 17 commits into
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hezhijie0327:hunyuan
Apr 28, 2026
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💄 style: migrate Hunyuan to TokenHub for Hy3 Preview#14108
tjx666 merged 17 commits into
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hezhijie0327:hunyuan

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@hezhijie0327 hezhijie0327 commented Apr 24, 2026

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💻 Change Type

  • ✨ feat
  • 🐛 fix
  • ♻️ refactor
  • 💄 style
  • 👷 build
  • ⚡️ perf
  • ✅ test
  • 📝 docs
  • 🔨 chore

🔗 Related Issue

🔀 Description of Change

  1. 迁移至 TokenHub
    a. 新模型均在 TokenHub 中上线如: Hy3-Preview
    b. 支持 AIGC 含生图/生视频
    c. 支持高级功能如: 交错式思考

Note:

  1. 新 Endpoint (生文/图/视频) 为 https://tokenhub.tencentmaas.com/v1
  2. 境外 Endpoint 为 https://tokenhub-intl.tencentmaas.com/v1

功能 截图
对话(思考强度控制,交错式思考) image image
对话(思考模式切换) image
生图 imageimage
生视频 imageimage

TODO:

  1. Hy3-Preview 交错式思考模式 (同 DS 处理), 支持 no_think low high 切换 已支持
  2. 支持生图模式 hy-image-lite hy-image-v3.0 已支持
  3. 支持生视频模式 hy-video-1.5 yt-video-2.0 已支持

🧪 How to Test

  • Tested locally
  • Added/updated tests
  • No tests needed

📸 Screenshots / Videos

Before After
... ...

📝 Additional Information

@vercel

vercel Bot commented Apr 24, 2026

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@hezhijie0327 is attempting to deploy a commit to the LobeHub OSS Team on Vercel.

A member of the Team first needs to authorize it.

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@sxjeru @tjx666 - This PR migrates Hunyuan provider to TokenHub and removes the custom image/video generation implementation (createImage.ts). Please coordinate on the provider config changes and the AIGC feature impact.

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codecov Bot commented Apr 24, 2026

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Codecov Report

❌ Patch coverage is 65.14085% with 99 lines in your changes missing coverage. Please review.
✅ Project coverage is 68.07%. Comparing base (d73858e) to head (0e9607f).
⚠️ Report is 37 commits behind head on canary.

Additional details and impacted files
@@             Coverage Diff             @@
##           canary   #14108       +/-   ##
===========================================
- Coverage   82.60%   68.07%   -14.53%     
===========================================
  Files         475     2269     +1794     
  Lines       35367   194577   +159210     
  Branches     6239    23531    +17292     
===========================================
+ Hits        29216   132465   +103249     
- Misses       6021    61981    +55960     
- Partials      130      131        +1     
Flag Coverage Δ
app 61.61% <95.74%> (?)
database 92.03% <ø> (?)
packages/agent-runtime 79.93% <ø> (ø)
packages/context-engine 83.25% <ø> (ø)
packages/conversation-flow 92.40% <ø> (ø)
packages/file-loaders 87.02% <ø> (ø)
packages/memory-user-memory 74.74% <ø> (ø)
packages/model-bank 99.89% <100.00%> (?)
packages/model-runtime 83.90% <58.18%> (-0.39%) ⬇️
packages/prompts 68.17% <ø> (ø)
packages/python-interpreter 92.90% <ø> (ø)
packages/ssrf-safe-fetch 0.00% <ø> (ø)
packages/utils 88.36% <ø> (ø)
packages/web-crawler 88.66% <ø> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

Components Coverage Δ
Store 67.18% <ø> (∅)
Services 53.36% <66.66%> (∅)
Server 68.44% <ø> (∅)
Libs 53.30% <ø> (∅)
Utils 80.04% <ø> (-13.43%) ⬇️
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  • 📦 JS Bundle Analysis: Save yourself from yourself by tracking and limiting bundle sizes in JS merges.

@hezhijie0327 hezhijie0327 marked this pull request as ready for review April 24, 2026 05:16
@dosubot dosubot Bot added the size:XXL This PR changes 1000+ lines, ignoring generated files. label Apr 24, 2026

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@dosubot dosubot Bot added feature:image AI image feature:vision Model Provider Model provider related labels Apr 24, 2026

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Reviewed commit: 5b8dd1b6aa

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Comment thread packages/model-bank/src/aiModels/hunyuan.ts
Comment thread packages/model-runtime/src/providers/hunyuan/index.ts Outdated
@hezhijie0327 hezhijie0327 force-pushed the hunyuan branch 3 times, most recently from 8c85e5c to 3332d53 Compare April 24, 2026 08:23
chore: more unit test

chore: more unit test

chore: more unit test

chore: more unit test
@tjx666 tjx666 merged commit 04775f6 into lobehub:canary Apr 28, 2026
21 of 22 checks passed
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❤️ Great PR @hezhijie0327 ❤️

The growth of project is inseparable from user feedback and contribution, thanks for your contribution! If you are interesting with the lobehub developer community, please join our discord and then dm @arvinxx or @canisminor1990. They will invite you to our private developer channel. We are talking about the lobe-chat development or sharing ai newsletter around the world.

@hezhijie0327 hezhijie0327 deleted the hunyuan branch April 28, 2026 23:54
mutoe pushed a commit to mutoe/lobehub that referenced this pull request May 1, 2026
Co-authored-by: YuTengjing <ytj2713151713@gmail.com>
@Innei Innei mentioned this pull request May 9, 2026
Innei added a commit that referenced this pull request May 9, 2026
# 🚀 LobeHub Release (20260509)

**Release Date:** May 9, 2026  
**Since v2.1.56:** 236 merged PRs · 19 contributors

> Agent Task System reaches general availability, the Agent Signal
pipeline runs nightly self-review with skill-aware policies, the
heterogeneous-agent runtime crosses replica boundaries, inline documents
become a first-class context source, and bot platforms expand across
Messager, Line, and Telegram.

---

## ✨ Highlights

- **Agent Task System (GA)** — End-to-end task execution platform:
templates, tracking, comment tools, parent reassignment, scheduled cron,
and dependency-ordered batch runs. (#14540, #14515, #14517, #14272,
#14246, #14418, #14403, #14488)
- **Agent Signal nightly self-review** — Wired self-review loop with
prompt + DB support, exponential-backoff retry on receipt listing,
skill-aware policy, and improved skill-intent detection. (#14543,
#14542, #14281, #14409, #14526, #14437)
- **Inline documents in KB tool** — BM25 search and `docs_*` read for
inline document grounding; agent documents usable as VFS. (#14494,
#14222)
- **Inline agent cards in chat** — `lobeAgents` markdown tag renders
agent profile cards inline; clickable card after `createAgent`. (#14495,
#14493)
- **Heterogeneous agent runtime** — Cloud hetero exec pipeline steps 3+4
land, persistence recovers across Vercel replicas, server-side
ingest/finish handler, and `lh hetero exec` CLI. (#14486, #14539,
#14444, #14431)
- **Bot platforms expand** — Messager, Line, DM pair policy, and
messenger DB tables; Telegram API path restored. (#14442, #14207,
#14211, #14496, #14519)
- **Visual analysis tool** — New visual understanding tool, with trigger
tracking and flattened schema. (#14378, #14399, #14550)
- **DeepSeek V4 Pro as OSS default** — OSS deployments ship with
DeepSeek V4 Pro by default; DeepSeek Anthropic runtime supported.
(#14555, #14312)

---

## 🏗️ Core Agent & Architecture

### Agent Task System

- **Task System GA** — End-to-end execution platform now available.
(#14540)
- **Templates, comments, reparenting** — Template tracking, comment
tools, and parent reassignment. (#14515, #14517, #14488)
- **Cron + dependency-ordered runs** — Scheduled status with cron editor
and dependency-ordered subtask batches. (#14246, #14418, #14272)
- **Inspector + chip UI + batch tasks** — Task Inspector/Render
registry, batch `createTasks`/`runTasks`, and chip-based agent-documents
inspector. (#14403, #14404)
- **Recommend templates regardless of brief count** — Recommendations no
longer suppressed when briefs are sparse. (#14508)
- **Scheduling resilience** — Manual run no longer eats next scheduled
tick; recurring tasks survive brief resolution. (#14304, #14348)
- **Brief synthesis** — Auto-synthesize topic briefs; brief actions
revamp; mute resolved-brief icon on home. (#14324, #14228, #14452)
- **Task list & detail polish** — Topic operation ID exposed; task
drawer Gateway reconnect. (#14282)

### Agent Signal pipeline

- **Nightly self-review wired** — Prompt + DB support for the
self-review loop. (#14543)
- **Self-review activities push to briefs** — Activities during nightly
self-reflection now create briefs. (#14437)
- **Skill management policy** — New policy for Skill management running
inside Agent Signal. (#14281)
- **Skill intent detection & routing** — Improved detection plus direct
intent handling when `hintIsSkill`. (#14409, #14526)
- **Document tool outcome rendering** — Decision view restores missing
document tool outcomes. (#14534)
- **Exponential backoff retry** — Listing signal receipts retries with
jittered backoff. (#14542)
- **Easier-to-use signals** — Structural simplification +
recent-activities surface for receipts. (#14290, #14326, #14407)

### Heterogeneous agent runtime

- **Cloud hetero exec pipeline (steps 3 + 4)** — Refactor lands the next
two stages of the cloud hetero agent execution pipeline. (#14486)
- **Persistence recovery on Vercel** — Hetero state recovered across
replica boundaries. (#14539)
- **Server-side ingest/finish + persistence** — `aiAgent.heteroIngest` /
`heteroFinish` handlers. (#14444)
- **`lh hetero exec` CLI** — Standalone heterogeneous agent runs from
CLI. (#14431)
- **Gateway round-trip loading** — `execAgentTask` keeps the input box
in loading state through the full round-trip. (#14503)
- **Provider SDK type routing** — Provider routing now respects SDK
type. (#14520)
- **DeepSeek reasoning preserved** — `reasoning_content` preserved in
OpenAI-compatible runtime for DeepSeek models. (#14546)

### Knowledge & inline docs

- **KB tool BM25 + docs read** — BM25 search and `docs_*` read
integrated for inline documents. (#14494)
- **Agent documents as VFS** — FS-compatible output for agent documents.
(#14222)
- **`lobeAgents` markdown tag** — Inline agent cards rendered from a
markdown tag. (#14495)
- **Clickable agent card after `createAgent`** — Mentions and
recommendations become clickable. (#14493)
- **ExplorerTree** — Generic tree component built on `@pierre/trees` for
reusable explorer surfaces. (#14094)
- **Local file mention snapshots** — Mentions can now snapshot local
files. (#14278)

### Architecture

- **Agent Hono routes** — New agent routes added on Hono. (#14535)
- **`/api/agent` migrated to Hono** — Remaining `/api/agent` routes
finish their migration. (#14478)
- **Agent marketplace merged into web-onboarding** — Reduces package
fragmentation. (#14514)
- **Producer pipeline extracted** — Shared package for the producer
pipeline. (#14425)
- **`agentDispatcher.selectRuntimeType`** — New runtime selection
abstraction. (#14428)
- **pnpm v11 migration** — Workspace consolidated. (#14316)
- **Browser-compatible frontmatter parser** — Replaces `gray-matter`.
(#14435)

---

## 📱 Platforms & Integrations

- **Messager support** — New messager package wired into the chat
surface. (#14442)
- **Messenger DB tables** — IM bot integration gains its persistence
layer. (#14496)
- **Line bot** — Initial Line support and downstream optimization.
(#14207, #14448)
- **DM pair policy** — Group/DM pair-based delivery. (#14211)
- **Telegram API restored** — Missing Telegram API path reconnected.
(#14519)
- **xAI Responses tools stabilized** — Plus unsupported parameter
handling. (#14462, #14445)
- **Volcengine websearch via ResponseAPI** — Built-in websearch for
Volcengine. (#14216)

---

## 🤖 Models & Providers

- **DeepSeek V4 Pro default for OSS** — OSS distribution defaults to
DeepSeek V4 Pro. (#14555)
- **DeepSeek Anthropic runtime** — Anthropic-shape runtime support for
DeepSeek. (#14312)
- **GPT-5.5 / GPT-5.5 Pro** — New OpenAI tier. (#14142)
- **Grok 4.20 / Grok 4.3 / LobeHub-hosted Grok 4.3** — (#14253, #14382,
#14446)
- **Gemma 4 + provider settings normalization** — (#13313)
- **gpt-image-2 + step-image-edit-2** — (#14253, #14329)
- **Model bank refresh + original-pricing display** — Batch model
updates and pricing surfaces. (#14070, #14391)
- **Hunyuan migrated to TokenHub for Hy3 Preview** — (#14108)
- **Reject lobehub model ids no longer in the bank** — (#14261)
- **Hide runtime-only aliases** — Runtime-only model aliases no longer
leak into the model picker. (#14552)

---

## 🖥️ User Experience

### Onboarding

- **Shared prefix steps** — Language and privacy extracted as shared
prefix steps. (#14538)
- **Identity intervention card simplified** — Plus tool result renders
cleanup. (#14505, #14506)
- **Welcome polish + web-onboarding tool UI** — (#14475)
- **Templates fetched from market API** — (#14286)
- **Virtual model id for default onboarding model** — (#14311)
- **Skip / mode-switch footer behind feature flag** — Footer guarded for
desktop and web initialization. (#14560)

### Home & navigation

- **Home recents performance** — Recents refresh periodically and inline
task status; brief and task-template fetch overhead trimmed. (#14518,
#14516)
- **Home refactor + skill-connect recommendations** — Restructured home
with skill-connect recommendation system. (#14266, #14214)
- **Tasks in agent sidebar** — Tasks moved from welcome card into the
sidebar list. (#14500)
- **Sidebar collapse persists** — Home sidebar collapse state stored.
(#14473)
- **Agent-specific topic grouping** — Plus improved empty state and
agent identity in topic search. (#14225)
- **MentionMenu scroll fix** — Mention menu no longer clips inside chat
input. (#14533)

### Conversation & chat

- **Follow-up chips fill input** — Clicking a follow-up chip now fills
the input instead of sending immediately. (#14536)
- **Quick-reply chips below assistant messages** — (#14350)
- **Inline single-tool assistant group + leading sentence promotion** —
(#14244)
- **Assistant-group rendering** — Per-segment content overrides flow
into MessageContent. (#14504)
- **Tool call timer fix** — Timer no longer resets when tool calls
collapse or expand. (#14513)
- **Streaming re-render reduction** — Reference stabilization and
self-subscribing components. (#14470)
- **Topic chat drawer feedback input** — (#14392)

### Skills, agents, devtools

- **Managed skill folders** — Agent view displays managed skill folders
and aligns delete confirmations. (#14553)
- **Review tab + bulk git diffs** — New Review tab with bulk diffs;
gating uses effective working directory. (#14334, #14512)
- **Devtools gallery rebuild** — Plus Review polish, queue-tray images.
(#14423)
- **Agent mock devtools** — Playback & fixture viewer. (#14436)

### Desktop & CLI

- **App tray visibility setting** — (#14463)
- **Notification settings in desktop** — (#14491)
- **Multimodal input across CLI / shared spawn / desktop** — (#14433)
- **CLI bot + userId guide** — (#14258)

---

## 🔧 Tooling

- **Visual analysis tool** — New visual understanding tool with
flattened schema. (#14378, #14550)
- **GitHub marketplace tool UI** — (#14420)
- **Drop "Local" prefix and `____builtin` suffix from tool names** —
(#14364, #14289)
- **Sanitize provider tool names** — Avoids invalid characters from
external providers. (#14510)
- **Generation moderation context** — Moderation context passed through
the generation pipeline. (#14541)
- **Visual analysis trigger tracking** — (#14399)
- **Claude thinking signature sanitization** — History signatures
sanitized when replaying Claude conversations. (#14499)
- **Responses input media sanitization** — Assistant media sanitized in
Responses input. (#14497)

---

## 🔒 Security & Reliability

- **Security:** Removed the `/webapi/proxy` route and dead URL-manifest
plugin code to shrink the SSRF surface. (#14549)
- **Security:** Sessions revoked after password reset. (#14424)
- **Reliability:** Added `prompt_cache_key` to OpenAI chat requests for
stable cache hits. (#14349)
- **Reliability:** `onFinish` now fires even when the browser tab is
backgrounded mid-SSE stream. (#14461)
- **Reliability:** Better-auth session refetch preserves user fields
rather than overwriting them. (#14531)
- **Reliability:** User-memory queries sanitize backticks; user-memory
errors now explicitly injected so failures stay visible. (#14524,
#14525)
- **Reliability:** Auth captcha retries handled; input loading unsticks
on `auth_failed` and recoverable `auth_expired`. (#14346, #14419)
- **Reliability:** Trace snapshot finalized on error path. (#14440)
- **Reliability:** Drop `switchTopic` race under rapid sidebar clicks.
(#14115)
- **Reliability:** PDF chunking logic fixed to prevent vectorization
failure. (#14327)
- **Performance:** Marketplace fork uses a batched API for parallel
installs. (#14537)
- **Performance:** Review tab open latency cut ~9× on large dirty trees.
(#14338)

---

## 👥 Contributors

Huge thanks to **18 contributors** who shipped **236 merged PRs** this
cycle.

@hezhijie0327 · @sxjeru · @yueyinqiu · @octo-patch · @hardy-one ·
@Coooolfan · @CanYuanA · @BillionClaw · @arvinxx · @tjx666 · @Innei ·
@neko · @AmAzing129 · @rdmclin2 · @lijian · @sudongyuer · @rivertwilight
· @cy948

Plus @lobehubbot for i18n and translation maintenance.

---

**Full Changelog**:
v2.1.56...release/weekly-20260509
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