### What problem does this PR solve?
feat: pipeline add preprocess
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
### What problem does this PR solve?
Feat: When exporting the agent DSL, the tailkey, password, and history
fields need to be cleared. #13281
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
### What problem does this PR solve?
Necessary ids for implementing the new testing suite with playwright for
UI
### Type of change
- [x] Other (please describe): Testing IDs
Co-authored-by: Liu An <asiro@qq.com>
### What problem does this PR solve?
Feat: Make the embedded page of chat compatible with mobile devices.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix: The agent is embedded in the webpage; interrupting its operation
will redirect to the login page. #12697
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: Note component text area does not resize with component #13065
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
User experience enhancement for variable picker in prompt editor:
- Add case-insensitive string search for variables.
- Add basic keyboard navigation in variable picker:
- Hit <kbd>UpArrow</kbd> and <kbd>DownArrow</kbd> for navigating.
- Hit <kbd>Tab</kbd> or <kbd>Enter</kbd> for selecting focused item into
editor.
- Fix unexpectedly inserting invalid variable into editor by hitting
<kbd>Tab</kbd>.
_Note: you still need to pick variables inside secondary menu (agent
structured output, etc.) by using your pointing device. May finish these
later._
### Type of change
- [x] Refactoring
### 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
## Summary
- add resizable support to shared textarea component
- enable vertical resizing for chat inputs in chat and share surfaces
- preserve autosize behavior while honoring manual resize height
## Test plan
- not run (not requested)
Fixes#12803
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
## Description
This PR fixes an issue where the input and variable configuration tables
in the Agent Canvas (specifically for **Begin**, **UserFillUp**, and
**Invoke** nodes) were truncated at 10 items.
**Root Cause:**
The tables utilized `@tanstack/react-table` with
`getPaginationRowModel()` enabled. Since the default page size is 10 and
no pagination UI controls were implemented, users could not access items
beyond the 10th row.
**Solution:**
Removed `getPaginationRowModel` from the table configurations. These
lists (inputs/variables) are typically short, so rendering all items in
a single scrollable view is the intended behavior.
* Modified `query-table.tsx`
* Modified `variable-table.tsx`
## How to verify
1. Create a **Begin**, **UserFillUp**, or **Invoke** node in the Agent
Canvas.
2. Add more than 10 input items or variables.
3. Verify that all items are visible in the list and not truncated at
the 10th item.
## What kind of change does this PR introduce?
* [x] Bugfix
### What problem does this PR solve?
Fix ingestion pipeline
Only 1 file is acceptable for ingestion pipeline.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: Fixed the issue where deleted images in the agent chat box would
still be sent to the backend.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### Closes: #12921
### What problem does this PR solve?
Previously, multi-file upload was not working correctly across the
application:
- **Chat**: UI displayed "Upload max 5 files" but only the first file
was actually uploaded
- **Agent conversational mode**: Frontend sent multiple files but
backend only processed one
- **Agent task-mode file inputs**: Explicitly limited to single file
only
This PR enables proper multi-file upload support for both chat and agent
workflows, allowing users to upload and process multiple files (up to 5)
as the UI originally suggested.
**Changes:**
- `web/src/pages/next-chats/hooks/use-upload-file.ts`: Process all files
instead of only `files[0]`
- `api/apps/canvas_app.py`: Handle multiple files via
`files.getlist("file")`
- `web/src/pages/agent/debug-content/uploader.tsx`: Allow up to 5 files
with `multiple={true}`
- `agent/component/begin.py` & `fillup.py`: Support file arrays while
maintaining backward compatibility
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix: Variables within multiple parentheses cannot be displayed
correctly. #12987
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: If the agent debug sheet contains too much content, some of it will
not be displayed. #12974
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
## Description
This PR focuses on API performance optimization and refining the model
capability detection logic in the Agent/Canvas module.
### 1. Performance Optimization (Backend)
- **Changes**: Removed `cls.model.dsl` from query fields in
`UserCanvasService.get_by_tenant_ids`.
- **Reasoning**: The `dsl` object is large and unnecessary for the Agent
list view. Excluding it reduces the payload size of the
`/v1/canvas/list` API, leading to faster serialization and reduced
network latency.
- **Consistency**: Full DSL data remains accessible via the individual
`/v1/canvas/get/<id>` endpoint used in the detail view.
### 2. Multimodal Detection Refinement (Frontend)
- **Changes**: Replaced `model_type === LlmModelType.Image2text` with
`tags?.includes('IMAGE2TEXT')`.
- **Reasoning**: In RAGFlow, `model_type` defines the primary role of a
model (e.g., `chat`). However, many advanced Chat models are also
vision-capable. Since `model_type` is a single-value field, it cannot
represent these multiple capabilities.
- **Solution**: Utilizing the `tags` field (which supports multiple
attributes) to check for `IMAGE2TEXT` ensures that models like
`gpt-5.2-pro` correctly display multimodal input options.
## Type of Change
- [x] Bug fix (logic correction for multimodal detection)
- [x] Optimization (performance improvement for list API)
## Main Changes
- `api/db/services/canvas_service.py`: Optimized DB query by excluding
heavy DSL fields.
- `web/src/pages/agent/form/agent-form/index.tsx`: Enhanced capability
detection using the tags system.
## Verification
- [x] Verified Agent list loads faster with reduced response payload.
- [x] Confirmed that `chat` models with the `IMAGE2TEXT` tag now
correctly enable the multimodal input UI.
### What problem does this PR solve?
Close#12768.
This PR adds OceanBase support to RAGFlow’s Text-to-SQL (ExeSQL)
component.
OceanBase is integrated via MySQL compatibility mode, and the UI
`db_type` options are updated accordingly.
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
### Changes
**Backend**
- Add `oceanbase` `db_type` validation and connection logic in
`exesql.py` and reuse existing MySQL compatibility mode
**Frontend**
- Add OceanBase option to the ExeSQL `db_type` selector
### How to test
1. Configure OceanBase connection in ExeSQL node
(host/port/user/password/database)
2. Input: “Show 10 rows from test table”
3. Generated SQL: `SELECT * FROM test LIMIT 10;`
4. Query executes successfully and results are returned
### Screenshots
- ExeSQL db_type includes OceanBase
<img width="649" height="1015" alt="2"
src="https://github.com/user-attachments/assets/e0a5f7b9-e282-402a-8639-64c1aef8fce6"
/>
- ExeSQL test OceanBase connection
<img width="2247" height="1140" alt="test_ob"
src="https://github.com/user-attachments/assets/f16ebd93-b48e-4d18-b53f-8496581e755d"
/>
- Query results from OceanBase shown in UI
<img width="2550" height="1351" alt="1"
src="https://github.com/user-attachments/assets/b44163dc-baab-420d-b31e-b644bdcb77a9"
/>
Closes#12762
### What problem does this PR solve?
**Line break issue in Agent prompt editor:**
- Text with blank lines in `system_prompt` or `user_prompt` would have
extra/fewer blank lines after save/reload or paste
- Root cause: Mismatch between Lexical editor's paragraph nodes (`\n\n`
separator) and line break nodes (`\n` separator)
**Auto-save issue:**
- Changes were only saved after 20-second debounce, causing data loss on
page refresh before timer completed
### Solution
1. **Line break fix**: Use `LineBreakNode` consistently for all line
breaks (typing Enter, paste, load)
2. **Auto-save**: Save immediately when prompt editor loses focus
[1.webm](https://github.com/user-attachments/assets/eb2c2428-54a3-4d4e-8037-6cc34a859b83)
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: Fixed the error on the login page.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Add a web search button to the chat box on the chat page.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix: The minimum size of the historical message window for the
classification operator is 1. #12778
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: Allow classification operators to be followed by other
classification operators. #9082
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Add a think button to the chat box. #12742
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
```
$ python admin/client/ragflow_cli.py -t user -u aaa@aaa.com -p 9380
ragflow> list datasets;
ragflow> list default models;
ragflow> show version;
```
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
This commit fixes multiple issues preventing PDF Generator (Docs
Generator) output variables from being visible in the Output section and
available to downstream nodes.
### What problem does this PR solve?
Issues Fixed:
1. PDF Generator nodes initialized with empty object instead of proper
initial values
2. Output structure mismatch (had 'value' property that system doesn't
expect)
3. Missing 'download' output in form schema
4. Output list computed from static values instead of form state
5. Added null/undefined guard to transferOutputs function
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Changes:
- web/src/pages/agent/constant/index.tsx: Fixed output structure in
initialPDFGeneratorValues
- web/src/pages/agent/hooks/use-add-node.ts: Initialize PDF Generator
with proper values
- web/src/pages/agent/form/pdf-generator-form/index.tsx: Fixed schema
and use form.watch
- web/src/pages/agent/form/components/output.tsx: Added null guard and
spacing
### What problem does this PR solve?
Fix: In the agent loop, if the await response is selected as the
variable, the operator cannot be selected. #12656
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: Editing the agent greeting causes the greeting to be continuously
added to the message list. #12635
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: Unable to copy category node. #12607
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Exported Agent JSON Should Include Conversation Variables
Configuration #11796
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Refactor: UmiJs -> Vite+React
### Type of change
- [x] Refactoring
---------
Co-authored-by: Liu An <asiro@qq.com>
### What problem does this PR solve?
Feat: Fixed the issue where the newly created agent begin node displayed
"undefined". #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: Display mode at the begin node #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: Remove the code that outputs jsonschema from the webhook.#10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: Display the selected list of memories in the retrieval node. #4213
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: The agent can only retrieve content from the knowledge base or
memory. #4213
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix several text issues.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Feat: Hide the autoplay switch for message operators in webhook mode.
#10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Dragging down a downstream node of a Switch operator will cause the
end_cpn_ids to contain the ID of the placeholder operator. #12177
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Add image table context to pipeline splitter.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: Support Markdown Rendering for tips in user-fill-up Component
#11825
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Add optional chaining operators to prevent runtime errors when formData
is undefined or null in useShowWebhookResponseStatus hook.
This fixes a potential crash when accessing mode and execution_mode
properties before formData is initialized or when the Begin node doesn't
exist in the graph.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: Claude <noreply@anthropic.com>
### What problem does this PR solve?
Fix incorrect prompt texts in **Agent** canvas > **Transformer** >
**Result destination: Table of contents**
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Translate the text of the webhook debugging interface. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: balibabu <assassin_cike@163.com>
### 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)
