Commit Graph

214 Commits

Author SHA1 Message Date
dd839f30e8 Fix: code supports matplotlib (#13724)
### What problem does this PR solve?

Code as "final" node: 

![img_v3_02vs_aece4caf-8403-4939-9e68-9845a22c2cfg](https://github.com/user-attachments/assets/9d87b8df-da6b-401c-bf6d-8b807fe92c22)

Code as "mid" node:

![img_v3_02vv_f74f331f-d755-44ab-a18c-96fff8cbd34g](https://github.com/user-attachments/assets/c94ef3f9-2a6c-47cb-9d2b-19703d2752e4)


### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2026-03-20 20:32:00 +08:00
4bb1acaa5b Refactor: dataset / kb API to RESTFul style (#13690)
### What problem does this PR solve?

1. Split dataset api to gateway and service, and modify web UI to use
restful http api.
2. Old KB releated APIs are commented.

### Type of change

- [x] Refactoring

---------

Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
2026-03-19 14:41:36 +08:00
986dcf1cc8 Revert "Refactor: dataset / kb API to RESTFul style" (#13646)
Reverts infiniflow/ragflow#13619
2026-03-17 12:09:48 +08:00
1db5409d82 Refactor: dataset / kb API to RESTFul style (#13619)
### What problem does this PR solve?

1. Split dataset api to gateway and service, and modify web UI to use
restful http api.
2. Old KB releated APIs are commented.

### Type of change

- [x] Refactoring
2026-03-16 22:51:34 +08:00
a2d72202cf Revert "Refactor dataset / kb API to RESTFul style" (#13614)
Reverts infiniflow/ragflow#13263
2026-03-16 10:44:38 +08:00
7c32e206be Refactor dataset / kb API to RESTFul style (#13263)
### What problem does this PR solve?

1. Split dataset api to gateway and service, and modify web UI to use
restful http api.
2. Old KB releated APIs are commented.

### Type of change

- [x] Refactoring
2026-03-13 20:02:35 +08:00
610c1b507d Add more API of admin server of go (#13403)
### What problem does this PR solve?

Add APIs to admin server.

### Type of change

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

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-09 10:44:53 +08:00
3ed91345aa fix(auth): return HTTP 401 for token-auth failures (#13420)
Follow-up to #12488 #13386

### What problem does this PR solve?

Previously, token authentication failures returned HTTP 200 with an
error code in the response body.

This PR updates `token_required` to raise `Unauthorized` and relies on
the global error handler to return a structured JSON response with HTTP
401 status.

The response body structure (`code`, `message`, `data`) remains
unchanged to preserve compatibility with the official SDK.

Frontend logic has been updated to handle HTTP 401 responses in addition
to checking `data.code`.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-03-06 18:18:14 +08:00
ef4cbe72a3 refactor(ui): adjust global navigation bar style (#13419)
### What problem does this PR solve?

Renovate global navigation bar, align styles to the design.
(May causes minor layout issues in sub-pages, will check and fix soon)

### Type of change

- [x] Refactoring
2026-03-05 20:47:29 +08:00
35fc5edc93 feat: Adds the tenant model ID field to the interface definition. (#13274)
### What problem does this PR solve?

feat: Adds the tenant model ID field to the interface definition

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2026-03-05 17:27:34 +08:00
21bc1ab7ec Feature rtl support (#13118)
### What problem does this PR solve?

This PR adds comprehensive **Right-to-Left (RTL) language support**,
primarily targeting Arabic and other RTL scripts (Hebrew, Persian, Urdu,
etc.).

Previously, RTL content had multiple rendering issues:

- Incorrect sentence splitting for Arabic punctuation in citation logic
- Misaligned text in chat messages and markdown components  
- Improper positioning of blockquotes and “think” sections  
- Incorrect table alignment  
- Citation placement ambiguity in RTL prompts  
- UI layout inconsistencies when mixing LTR and RTL text  

This PR introduces backend and frontend improvements to properly detect,
render, and style RTL content while preserving existing LTR behavior.

#### Backend
- Updated sentence boundary regex in `rag/nlp/search.py` to include
Arabic punctuation:
  - `،` (comma)
  - `؛` (semicolon)
  - `؟` (question mark)
  - `۔` (Arabic full stop)
- Ensures citation insertion works correctly in RTL sentences.
- Updated citation prompt instructions to clarify citation placement
rules for RTL languages.

#### Frontend
- Introduced a new utility: `text-direction.ts`
  - Detects text direction based on Unicode ranges.
  - Supports Arabic, Hebrew, Syriac, Thaana, and related scripts.
  - Provides `getDirAttribute()` for automatic `dir` assignment.

- Applied dynamic `dir` attributes across:
  - Markdown rendering
  - Chat messages
  - Search results
  - Tables
  - Hover cards and reference popovers

- Added proper RTL styling in LESS:
  - Text alignment adjustments
  - Blockquote border flipping
  - Section indentation correction
  - Table direction switching
  - Use of `<bdi>` for figure labels to prevent bidirectional conflicts

#### DevOps / Environment
- Added Windows backend launch script with retry handling.
- Updated dependency metadata.
- Adjusted development-only React debugging behavior.

---

### Type of change

- [x] Bug Fix (non-breaking change which fixes RTL rendering and
citation issues)
- [x] New Feature (non-breaking change which adds RTL detection and
dynamic direction handling)

---------

Co-authored-by: 6ba3i <isbaaoui09@gmail.com>
Co-authored-by: Ahmad Intisar <ahmadintisar@Ahmads-MacBook-M4-Pro.local>
Co-authored-by: Ahmad Intisar <168020872+ahmadintisar@users.noreply.github.com>
Co-authored-by: Liu An <asiro@qq.com>
2026-03-02 13:03:44 +08:00
b54260bcd7 fix(web): correct initial chat variable enabled state (#13214)
## Summary

Fixes the initial enabled/disabled state of chat variable checkboxes by
correcting a helper function that previously always returned .

## Problem

 in  had two  statements:



Because of the early , the function always returned , so all chat
variable checkboxes were initially disabled regardless of the field.
This also made the helper inconsistent with , which enables all fields
by default except .

## Fix

Update  to use the same condition as :



This ensures:
- All chat variable checkboxes are enabled by default
-  remains the only field disabled by default
- Behavior is consistent between the helper and the checkbox map
initialization in .

No API or backend changes are involved; this is a small, isolated
frontend bugfix.
2026-02-26 10:25:14 +08:00
46dec98f52 Fix: Chat/Agent embedded page (#13199)
### What problem does this PR solve?

Fix: Chat/Agent embedded page #13190

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-02-24 19:14:24 +08:00
f462a9d85a fix(web): prevent LaTeX from being cut at \right] or \big) in agent o… (#13155)
### What problem does this PR solve?

- Use negative lookbehind (?<![a-zA-Z]) so \] and \) inside commands
(e.g. \right], \big)) are not treated as block/inline delimiters
- Use greedy matching to capture up to the last valid delimiter, fixing
truncated formulas (e.g. C_{seq}(y|x) = \frac{1}{|y|} ...)
- Add unit tests for preprocessLaTeX

Closes #13134


### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-02-24 12:30:06 +08:00
f2a1d59c36 Refactor: Remove ant design component (#13143)
### 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] Refactoring
2026-02-13 18:40:41 +08:00
4b50b8c579 Fix: persist SSO auth token on root route loader (#12784)
### What problem does this PR solve?

This PR fixes SSO/OIDC login persistence after the Vite migration
#12568. Because wrappers are ignored by React Router, the OAuth callback
never stored the auth token in localStorage, causing auth to only work
while ?auth= stayed in the URL. We move that logic into a route loader
and remove the Bearer prefix for the signed token so the backend accepts
it.

### Type of change

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

Contribution during my time at RAGcon GmbH.

Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com>
2026-02-12 10:09:35 +08:00
db37804f10 Feat: Add Explore page (#13043)
### What problem does this PR solve?

Feat: Add Explore page

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2026-02-09 19:53:51 +08:00
8ad7339448 Fix: Add authentication validation to the document API interface for embedded pages. (#13078)
### What problem does this PR solve?

Fix: Add authentication validation to the document API interface for
embedded pages and modify the document display styles.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-02-09 19:53:24 +08:00
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
e9453a3971 Fix: Metadata supports precise time selection (#12785)
### What problem does this PR solve?

Fix: Metadata supports precise time selection

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-01-23 09:33:34 +08:00
05da2a5872 Fix: When large models output data rapidly, the scrollbar cannot remain at the bottom. #12701 (#12702)
### What problem does this PR solve?



### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-01-19 19:09:41 +08:00
f9d4179bf2 Feat:memory sdk (#12538)
### What problem does this PR solve?

Move memory and message apis to /api, and add sdk support.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2026-01-09 17:45:58 +08:00
2a4627d9a0 Fix: Issues and style fixes related to the 'Memory' page (#12469)
### What problem does this PR solve?

Fix:  Some bugs
- Issues and style fixes related to the 'Memory' page
- Data source icon replacement
- Build optimization

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-01-07 10:03:54 +08:00
00f8a80ca4 Fix: Some bugs (#12441)
### What problem does this PR solve?

Fix: Some bugs
- In a production environment, a second-level page refresh results in a
white screen.
- The knowledge graph cannot be opened.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-01-05 15:28:57 +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
894bf995bb Fix: Memory-related bug fixes (#12226)
### What problem does this PR solve?

Fix: bugs fix
- table -> Table
- memory delete fail
- memory copywriting modified

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-12-26 12:24:05 +08:00
f6217bb990 Feat: Images referenced in chat messages are displayed as a carousel at the bottom of the message. #12076 (#12207)
### What problem does this PR solve?
Feat: Images referenced in chat messages are displayed as a carousel at
the bottom of the message. #12076

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-12-25 15:54:07 +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
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
ce161f09cc feat: add image uploader in edit chunk dialog (#12003)
### What problem does this PR solve?

Add image uploader in edit chunk dialog for replacing image chunk

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-18 09:33:52 +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
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
ea38e12d42 Feat: Users can chat directly without first creating a conversation. #11768 (#11769)
### What problem does this PR solve?

Feat: Users can chat directly without first creating a conversation.
#11768
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-12-05 17:34:41 +08:00
1388c4420d Feature:Add voice dialogue functionality to the agent application (#11668)
### What problem does this PR solve?

Feature:Add voice dialogue functionality to the agent application

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-02 19:39:43 +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
89d82ff031 Feat: Delete useless knowledge base, chat, and search files. #10427 (#11568)
### What problem does this PR solve?

Feat: Delete useless knowledge base, chat, and search files.  #10427
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-11-27 17:54:27 +08:00
f57f32cf3a Feat: Add loop operator node. #10427 (#11449)
### What problem does this PR solve?

Feat: Add loop operator node. #10427

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-11-27 15:55:46 +08:00
4942a23290 Feat: Add a switch to control the display of structured output to the agent form. #10427 (#11344)
### What problem does this PR solve?

Feat: Add a switch to control the display of structured output to the
agent form. #10427

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-11-18 18:58:36 +08:00
701761d119 Feat: Fixed the issue where form data assigned by variables was not updated in real time. #10427 (#11333)
### What problem does this PR solve?

Feat: Fixed the issue where form data assigned by variables was not
updated in real time. #10427
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-11-18 13:07:52 +08:00
3fcf2ee54c feat: add new LLM provider Jiekou.AI (#11300)
### 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)

Co-authored-by: Jason <ggbbddjm@gmail.com>
2025-11-17 19:47:46 +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