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115 Commits

Author SHA1 Message Date
fd11aca8e5 feat: Implement pluggable multi-provider sandbox architecture (#12820)
## Summary

Implement a flexible sandbox provider system supporting both
self-managed (Docker) and SaaS (Aliyun Code Interpreter) backends for
secure code execution in agent workflows.

**Key Changes:**
-  Aliyun Code Interpreter provider using official
`agentrun-sdk>=0.0.16`
-  Self-managed provider with gVisor (runsc) security
-  Arguments parameter support for dynamic code execution
-  Database-only configuration (removed fallback logic)
-  Configuration scripts for quick setup

Issue #12479

## Features

### 🔌 Provider Abstraction Layer

**1. Self-Managed Provider** (`agent/sandbox/providers/self_managed.py`)
- Wraps existing executor_manager HTTP API
- gVisor (runsc) for secure container isolation
- Configurable pool size, timeout, retry logic
- Languages: Python, Node.js, JavaScript
- ⚠️ **Requires**: gVisor installation, Docker, base images

**2. Aliyun Code Interpreter**
(`agent/sandbox/providers/aliyun_codeinterpreter.py`)
- SaaS integration using official agentrun-sdk
- Serverless microVM execution with auto-authentication
- Hard timeout: 30 seconds max
- Credentials: `AGENTRUN_ACCESS_KEY_ID`, `AGENTRUN_ACCESS_KEY_SECRET`,
`AGENTRUN_ACCOUNT_ID`, `AGENTRUN_REGION`
- Automatically wraps code to call `main()` function

**3. E2B Provider** (`agent/sandbox/providers/e2b.py`)
- Placeholder for future integration

### ⚙️ Configuration System

- `conf/system_settings.json`: Default provider =
`aliyun_codeinterpreter`
- `agent/sandbox/client.py`: Enforces database-only configuration
- Admin UI: `/admin/sandbox-settings`
- Configuration validation via `validate_config()` method
- Health checks for all providers

### 🎯 Key Capabilities

**Arguments Parameter Support:**
All providers support passing arguments to `main()` function:
```python
# User code
def main(name: str, count: int) -> dict:
    return {"message": f"Hello {name}!" * count}

# Executed with: arguments={"name": "World", "count": 3}
# Result: {"message": "Hello World!Hello World!Hello World!"}
```

**Self-Describing Providers:**
Each provider implements `get_config_schema()` returning form
configuration for Admin UI

**Error Handling:**
Structured `ExecutionResult` with stdout, stderr, exit_code,
execution_time

## Configuration Scripts

Two scripts for quick Aliyun sandbox setup:

**Shell Script (requires jq):**
```bash
source scripts/configure_aliyun_sandbox.sh
```

**Python Script (interactive):**
```bash
python3 scripts/configure_aliyun_sandbox.py
```

## Testing

```bash
# Unit tests
uv run pytest agent/sandbox/tests/test_providers.py -v

# Aliyun provider tests
uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter.py -v

# Integration tests (requires credentials)
uv run pytest agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py -v

# Quick SDK validation
python3 agent/sandbox/tests/verify_sdk.py
```

**Test Coverage:**
- 30 unit tests for provider abstraction
- Provider-specific tests for Aliyun
- Integration tests with real API
- Security tests for executor_manager

## Documentation

- `docs/develop/sandbox_spec.md` - Complete architecture specification
- `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration from legacy
sandbox
- `agent/sandbox/tests/QUICKSTART.md` - Quick start guide
- `agent/sandbox/tests/README.md` - Testing documentation

## Breaking Changes

⚠️ **Migration Required:**

1. **Directory Move**: `sandbox/` → `agent/sandbox/`
   - Update imports: `from sandbox.` → `from agent.sandbox.`

2. **Mandatory Configuration**: 
   - SystemSettings must have `sandbox.provider_type` configured
   - Removed fallback default values
- Configuration must exist in database (from
`conf/system_settings.json`)

3. **Aliyun Credentials**:
   - Requires `AGENTRUN_*` environment variables (not `ALIYUN_*`)
   - `AGENTRUN_ACCOUNT_ID` is now required (Aliyun primary account ID)

4. **Self-Managed Provider**:
   - gVisor (runsc) must be installed for security
   - Install: `go install gvisor.dev/gvisor/runsc@latest`

## Database Schema Changes

```python
# SystemSettings.value: CharField → TextField
api/db/db_models.py: Changed for unlimited config length

# SystemSettingsService.get_by_name(): Fixed query precision
api/db/services/system_settings_service.py: startswith → exact match
```

## Files Changed

### Backend (Python)
- `agent/sandbox/providers/base.py` - SandboxProvider ABC interface
- `agent/sandbox/providers/manager.py` - ProviderManager
- `agent/sandbox/providers/self_managed.py` - Self-managed provider
- `agent/sandbox/providers/aliyun_codeinterpreter.py` - Aliyun provider
- `agent/sandbox/providers/e2b.py` - E2B provider (placeholder)
- `agent/sandbox/client.py` - Unified client (enforces DB-only config)
- `agent/tools/code_exec.py` - Updated to use provider system
- `admin/server/services.py` - SandboxMgr with registry & validation
- `admin/server/routes.py` - 5 sandbox API endpoints
- `conf/system_settings.json` - Default: aliyun_codeinterpreter
- `api/db/db_models.py` - TextField for SystemSettings.value
- `api/db/services/system_settings_service.py` - Exact match query

### Frontend (TypeScript/React)
- `web/src/pages/admin/sandbox-settings.tsx` - Settings UI
- `web/src/services/admin-service.ts` - Sandbox service functions
- `web/src/services/admin.service.d.ts` - Type definitions
- `web/src/utils/api.ts` - Sandbox API endpoints

### Documentation
- `docs/develop/sandbox_spec.md` - Architecture spec
- `agent/sandbox/tests/MIGRATION_GUIDE.md` - Migration guide
- `agent/sandbox/tests/QUICKSTART.md` - Quick start
- `agent/sandbox/tests/README.md` - Testing guide

### Configuration Scripts
- `scripts/configure_aliyun_sandbox.sh` - Shell script (jq)
- `scripts/configure_aliyun_sandbox.py` - Python script

### Tests
- `agent/sandbox/tests/test_providers.py` - 30 unit tests
- `agent/sandbox/tests/test_aliyun_codeinterpreter.py` - Provider tests
- `agent/sandbox/tests/test_aliyun_codeinterpreter_integration.py` -
Integration tests
- `agent/sandbox/tests/verify_sdk.py` - SDK validation

## Architecture

```
Admin UI → Admin API → SandboxMgr → ProviderManager → [SelfManaged|Aliyun|E2B]
                                      ↓
                                  SystemSettings
```

## Usage

### 1. Configure Provider

**Via Admin UI:**
1. Navigate to `/admin/sandbox-settings`
2. Select provider (Aliyun Code Interpreter / Self-Managed)
3. Fill in configuration
4. Click "Test Connection" to verify
5. Click "Save" to apply

**Via Configuration Scripts:**
```bash
# Aliyun provider
export AGENTRUN_ACCESS_KEY_ID="xxx"
export AGENTRUN_ACCESS_KEY_SECRET="yyy"
export AGENTRUN_ACCOUNT_ID="zzz"
export AGENTRUN_REGION="cn-shanghai"
source scripts/configure_aliyun_sandbox.sh
```

### 2. Restart Service

```bash
cd docker
docker compose restart ragflow-server
```

### 3. Execute Code in Agent

```python
from agent.sandbox.client import execute_code

result = execute_code(
    code='def main(name: str) -> dict: return {"message": f"Hello {name}!"}',
    language="python",
    timeout=30,
    arguments={"name": "World"}
)

print(result.stdout)  # {"message": "Hello World!"}
```

## Troubleshooting

### "Container pool is busy" (Self-Managed)
- **Cause**: Pool exhausted (default: 1 container in `.env`)
- **Fix**: Increase `SANDBOX_EXECUTOR_MANAGER_POOL_SIZE` to 5+

### "Sandbox provider type not configured"
- **Cause**: Database missing configuration
- **Fix**: Run config script or set via Admin UI

### "gVisor not found"
- **Cause**: runsc not installed
- **Fix**: `go install gvisor.dev/gvisor/runsc@latest && sudo cp
~/go/bin/runsc /usr/local/bin/`

### Aliyun authentication errors
- **Cause**: Wrong environment variable names
- **Fix**: Use `AGENTRUN_*` prefix (not `ALIYUN_*`)

## Checklist

- [x] All tests passing (30 unit tests + integration tests)
- [x] Documentation updated (spec, migration guide, quickstart)
- [x] Type definitions added (TypeScript)
- [x] Admin UI implemented
- [x] Configuration validation
- [x] Health checks implemented
- [x] Error handling with structured results
- [x] Breaking changes documented
- [x] Configuration scripts created
- [x] gVisor requirements documented

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:28:21 +08:00
fa5284361c feat: support admin assign superuser in admin ui (#12798)
### What problem does this PR solve?

Allow superuser(admin) to grant or revoke other superuser.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2026-01-23 18:08:46 +08:00
5a7026cf55 Feat: Improve metadata logic (#12730)
### What problem does this PR solve?

Feat: Improve metadata logic

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2026-01-21 11:31:26 +08:00
9ebbc5a74d chore: redirect to login page if api reports unauthorized in admin page (#12726)
### What problem does this PR solve?

Auto redirect to login page if API reports `401: Unauthroized` in ANY
**Admin** page.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-01-20 18:58:13 +08:00
a8a060676a Refactor: UmiJs -> Vite (#12410)
### What problem does this PR solve?

Refactor: UmiJs -> Vite+React

### Type of change

- [x] Refactoring

---------

Co-authored-by: Liu An <asiro@qq.com>
2026-01-04 19:14:20 +08:00
c4a66204f0 Fix: Memory-related bug fixes (#12238)
### What problem does this PR solve?

Fix: Memory-related bug fixes
- Forget memory button text
- Adjust memory storage interface
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-12-26 15:56:41 +08:00
4a2978150c Fix:Metadata saving, copywriting and other related issues (#12169)
### What problem does this PR solve?

Fix:Bugs Fixed
- Text overflow issues that caused rendering problems
- Metadata saving, copywriting and other related issues

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-12-25 12:12:32 +08:00
9a5c5c46f2 Fix: Add prompts when merging or deleting metadata. (#12138)
### What problem does this PR solve?

Fix: Add prompts when merging or deleting metadata.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)

---------

Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
2025-12-25 11:53:06 +08:00
9e31631d8f Feat: Add memory multi-select dropdown to recall and message operator forms. #4213 (#12106)
### What problem does this PR solve?

Feat: Add memory multi-select dropdown to recall and message operator
forms. #4213

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-12-23 11:54:32 +08:00
bd4eb19393 Fix:Bugs fix (Reduce metadata saving steps ...) (#12095)
### What problem does this PR solve?

Fix:Bugs fix
- Configure memory and metadata (in Chinese)
- Add indexing modal
- Reduce metadata saving steps

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)

---------

Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
2025-12-23 11:50:35 +08:00
eeb36a5ce7 Feature: Implement metadata functionality (#12049)
### What problem does this PR solve?

Feature: Implement metadata functionality

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-19 19:13:33 +08:00
4cbe470089 Feat: Display error messages from intermediate nodes of the webhook. #10427 (#11954)
### What problem does this PR solve?

Feat: Remove HMAC from the webhook #10427

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-12-19 12:56:56 +08:00
205a6483f5 Feature:memory function complete (#11982)
### What problem does this PR solve?

memory function complete

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-17 12:35:26 +08:00
7db9045b74 Feat: Add box connector (#11845)
### What problem does this PR solve?

Feat: Add box connector

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-12 10:23:40 +08:00
28bc87c5e2 Feature: Memory interface integration testing (#11833)
### What problem does this PR solve?

Feature: Memory interface integration testing

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-09 14:52:58 +08:00
43f51baa96 Fix errors (#11804)
### What problem does this PR solve?

1. typos
2. grammar errors.

### Type of change

- [x] Refactoring

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-12-08 12:21:18 +08:00
5a2011e687 Fix: Changed 'HightLightMarkdown' to 'HighLightMarkdown' (#11803)
### What problem does this PR solve?

Fix: Changed 'HightLightMarkdown' to 'HighLightMarkdown', and replaced
the private component with a public component.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-12-08 11:11:48 +08:00
660fa8888b Features: Memory page rendering and other bug fixes (#11784)
### What problem does this PR solve?

Features: Memory page rendering and other bug fixes
- Rendering of the Memory list page
- Rendering of the message list page in Memory
- Fixed an issue where the empty state was incorrectly displayed when
search criteria were applied
- Added a web link for the API-Key
- modifying the index_mode attribute of the Confluence data source.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
2025-12-08 10:17:56 +08:00
ba6e2af5fd Feat: Delete useless request hooks. #10427 (#11659)
### What problem does this PR solve?

Feat: Delete useless request hooks. #10427

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-12-02 17:24:29 +08:00
519f03097e Feat: Remove unnecessary dialogue-related code. #10427 (#11652)
### What problem does this PR solve?

Feat: Remove unnecessary dialogue-related code. #10427

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-12-02 14:42:28 +08:00
1120575021 Feat: Files uploaded via the dialog box can be uploaded without binding to a dataset. #9590 (#11630)
### What problem does this PR solve?

Feat: Files uploaded via the dialog box can be uploaded without binding
to a dataset. #9590

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-12-01 16:29:02 +08:00
cf7fdd274b Feat: add gmail connector (#11549)
### What problem does this PR solve?

_Briefly describe what this PR aims to solve. Include background context
that will help reviewers understand the purpose of the PR._

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-28 13:09:40 +08:00
996b5fe14e Fix: Added the ability to download files in the agent message reply function. (#11281)
### What problem does this PR solve?

Fix: Added the ability to download files in the agent message reply
function.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-14 19:50:01 +08:00
87e69868c0 Fixes: Added session variable types and modified configuration (#11269)
### What problem does this PR solve?

Fixes: Added session variable types and modified configuration

- Added more types of session variables
- Modified the embedding model switching logic in the knowledge base
configuration

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-14 13:56:56 +08:00
d81e4095de Feat: Google drive supports web-based credentials (#11173)
### What problem does this PR solve?

 Google drive supports web-based credentials.

<img width="1204" height="612" alt="image"
src="https://github.com/user-attachments/assets/70291c63-a2dd-4a80-ae20-807fe034cdbc"
/>


### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-11 17:21:08 +08:00
377c0fb4fa Feat: Call the interface to stop the output of the large model #10997 (#11164)
### What problem does this PR solve?

Feat: Call the interface to stop the output of the large model #10997

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-11-11 15:21:08 +08:00
7dd9758056 Add task executor bar chart, add system version string (#11155)
### What problem does this PR solve?

- Add task executor bar chart
- Add read version string

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-11 15:20:37 +08:00
1cd54832b5 Adjust styles to match the design system (#11118)
### What problem does this PR solve?

- Modify and adjust styles (CSS vars, components) to match the design
system
- Adjust file and directory structure of admin UI

### Type of change

- [x] Refactoring
2025-11-10 10:05:19 +08:00
edbc396bc6 Fix: Added some prompts and polling functionality to retrieve data source logs. #10703 (#11103)
### What problem does this PR solve?

Fix: Added some prompts and polling functionality to retrieve data
source logs.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-07 14:28:45 +08:00
f581a1c4e5 Feature: Added data source functionality #10703 (#11046)
### What problem does this PR solve?

Feature: Added data source functionality

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-06 11:53:46 +08:00
7ec587fa9e Feat: Admin UI whitelist management and role management (#10910)
### What problem does this PR solve?

Add whitelist management and role management in Admin UI

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-03 09:52:23 +08:00
d8a7fb6f2b Fix: Fixed the styling and logic issues on the model provider page #10703 (#10909)
### What problem does this PR solve?

Fix: Fixed the styling and logic issues on the model provider page

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-10-31 13:42:28 +08:00
361c74ab42 Fix several admin UI issues (#10869)
### What problem does this PR solve?

- Fix login card will overlap title in admin login page.
- Disable unnecessary `listRoles()` query in user management page and
create user form
- Disable admin UI API queries and mutations retry mechanism
- Fix page not redirect to login page automatically if API reports
unauthorized (401)
- Fix change password form not reset when change password modal close
- Resolve admin UI content (mostly long texts) may break layout main box
issue

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-10-30 20:13:39 +08:00
2c0035dcea Feat: Admin UI (#10857)
### What problem does this PR solve?

Add admin UI for RAGFlow

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-10-28 22:25:43 +08:00
cbf04ee470 Feat: Use data pipeline to visualize the parsing configuration of the knowledge base (#10423)
### What problem does this PR solve?

#9869

### Type of change

- [x] New Feature (non-breaking change which adds functionality)

---------

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2025-10-09 12:36:19 +08:00
79ca25ec7e Feat: Allow users to select prompt word templates in agent operators. #9935 (#9936)
### What problem does this PR solve?

Feat: Allow users to select prompt word templates in agent operators.
#9935

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-09-05 15:48:57 +08:00
9d0fed601d Feat: Displays the embedded page of the chat module #3221 (#9532)
### What problem does this PR solve?

Feat: Displays the embedded page of the chat module #3221
Feat: Let the agen operator support the selection of tts model #3221

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-08-18 18:02:13 +08:00
f9e5caa8ed feat(search): Added app embedding functionality and optimized search page #3221 (#9499)
### What problem does this PR solve?
feat(search): Added app embedding functionality and optimized search
page #3221

- Added an Embed App button and related functionality
- Optimized the layout and interaction of the search settings interface
- Adjusted the search result display method
- Refactored some code to support new features
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-15 18:25:00 +08:00
562349eb02 Feat: Upload files in the chat box #3221 (#9483)
### What problem does this PR solve?
Feat: Upload files in the chat box #3221

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-08-15 10:04:37 +08:00
735570486f feat(next-search): Added AI summary functionality #3221 (#9402)
### What problem does this PR solve?

feat(next-search): Added AI summary functionality #3221

- Added the LlmSettingFieldItems component for AI summary settings
- Updated the SearchSetting component to integrate AI summary
functionality
- Added the updateSearch hook and related service methods
- Modified the ISearchAppDetailProps interface to add the llm_setting
field

### Type of change
- [x] New Feature (non-breaking change which adds functionality)
2025-08-12 12:27:00 +08:00
76118000c1 Feat: Allow chat to use meta data #3221 (#9393)
### What problem does this PR solve?

Feat:  Allow chat to use meta data #3221

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-08-12 10:15:10 +08:00
a060672b31 Feat: Run eslint when the project is running to standardize everyone's code #9377 (#9379)
### What problem does this PR solve?

Feat: Run eslint when the project is running to standardize everyone's
code #9377

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-08-11 15:31:38 +08:00
4c7b2ef46e Feat: New search page components and features (#9344)
### What problem does this PR solve?

Feat: New search page components and features #3221

- Added search homepage, search settings, and ongoing search components
- Implemented features such as search app list, creating search apps,
and deleting search apps
- Optimized the multi-select component, adding disabled state and suffix
display
- Adjusted navigation hooks to support search page navigation

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-08-11 10:34:22 +08:00
fb0426419e Feat: Create a conversation #3221 (#9269)
### What problem does this PR solve?

Feat: Create a conversation #3221

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-08-06 11:42:40 +08:00
6a170b2f6e Feat: Make the agent dialog window exposed to the outside world fill in the begin form #3221 (#9124)
### What problem does this PR solve?
Feat: Make the agent dialog window exposed to the outside world fill in
the begin form #3221

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-07-31 09:34:45 +08:00
4f8e7ef763 Feat: Add agent-log-list page (#9076)
### What problem does this PR solve?

Fix: Add agent-log-list page And RAPTOR:Save directly after enabling,
incomplete form submission #3221

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-07-30 09:48:51 +08:00
381f9df941 Feat: Add agent log-sheet in cavas and log-sheet in share's page (#9072)
### What problem does this PR solve?

Feat: Add agent log-sheet in cavas and log-sheet in share's page #3221 

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-07-28 16:48:46 +08:00
5f0ec005ba Feat: Share agent dialog box externally #3221 (#9005)
### What problem does this PR solve?

Feat: Share agent dialog box externally #3221

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-07-23 18:10:18 +08:00
03165a1efa Fix: Fixed the issue where the error prompt box on the Agent page would be covered #3221 (#8992)
### What problem does this PR solve?

Fix: Fixed the issue where the error prompt box on the Agent page would
be covered #3221

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-07-23 15:09:24 +08:00
e2f10fbd3e Fix: Fixed the issue that the content of the Dropdown section cannot be seen when selecting the next operator #3221 (#8918)
…be seen when selecting the next operator #3221

### What problem does this PR solve?
Fix: Fixed the issue that the content of the Dropdown section cannot be
seen when selecting the next operator #3221

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-07-18 17:54:32 +08:00