Commit Graph

204 Commits

Author SHA1 Message Date
Attili-sys
24af0875e5 Feat/configurable metadata display (#13464)
### What problem does this PR solve?

Currently, RAGFlow's Search and Chat interfaces display only raw
vectorized text chunks during retrieval, without contextual information
about their source documents. Users cannot see document titles, page
numbers, upload dates, or custom metadata fields that would help them
understand and trust the retrieved results.

This PR introduces an **optional metadata display feature** that
enriches retrieved chunks with document-level metadata in both the
Search tab and Chatbot interface.

**Key improvements:**
- **Search results**: Display document metadata as styled badges beneath
chunk snippets
- **Chat citations**: Show metadata in citation popovers and reference
lists for better source context
- **LLM context**: Metadata is injected into the LLM prompt to enable
more accurate, citation-aware responses
- **External API support**: Applications using RAGFlow's SDK retrieval
endpoints (`/v1/retrieval`, `/v1/searchbots/retrieval_test`) can opt-in
via request parameters
- **User control**: Multi-select dropdown UI allows users to choose
which metadata fields to display

**Implementation approach:**
-  Reuses existing `DocMetadataService` infrastructure (no new database
tables or indices)
-  Settings stored in existing JSON configuration fields
(`search_config.reference_metadata`, `prompt_config.reference_metadata`)
-  No database migrations required
-  Disabled by default (fully opt-in and backward-compatible)
-  Dynamic metadata field selection populated from actual document
metadata keys
-  Fixed critical bug where Python's builtin `set()` was shadowed by a
route handler function

**Modified endpoints (all backward-compatible):**
- `POST /v1/retrieval` (Public SDK)
- `POST /v1/searchbots/retrieval_test` (Searchbots)
- `POST /v1/chunk/retrieval_test` (UI/Internal)
- Chat completions endpoints (via `extra_body.reference_metadata` or
`prompt_config`)

### Type of change

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


###Images
-
<img width="879" height="1275" alt="image"
src="https://github.com/user-attachments/assets/95b2d731-31ae-45a1-b081-bf5893f52aeb"
/>
<br><br>
<br><br>

<img width="1532" height="362" alt="image"
src="https://github.com/user-attachments/assets/9cebc65b-b7a7-459f-b25e-3b13fa9b638e"
/>
<br><br>
<br><br>

<img width="2586" height="1320" alt="image"
src="https://github.com/user-attachments/assets/2153d493-d899-461f-a7a9-041391e07776"
/>

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Attili-sys <Attili-sys@users.noreply.github.com>
Co-authored-by: Ahmad Intisar <ahmadintisar@Ahmads-MacBook-M4-Pro.local>
2026-04-30 23:13:27 +08:00
balibabu
ce933357c6 Fix: Dataset: When configuring the "general chunk method," options such as chunk size and parent-child slicing are unavailable. (#14459)
### What problem does this PR solve?

Fix: Dataset: When configuring the "general chunk method," options such
as chunk size and parent-child slicing are unavailable.

### Type of change

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

---------

Co-authored-by: balibabu <assassin_cike@163.com>
2026-04-29 14:37:48 +08:00
Jack
c81081f8ef Refactor: Doc change parser (#14327)
### What problem does this PR solve?

Before migration
Web API: POST /v1/document/change_parser
HTTP API: PATCH /api/v1/datasets/<dataset_id>/documents

After consolidation, Restful API
PATCH /api/v1/datasets/<dataset_id>/documents

### Type of change

- [x] Refactoring
2026-04-27 23:42:57 +08:00
euvre
4dcc42e0e1 feat(api): add unified index API and dataset management endpoints (#14222)
### What problem does this PR solve?

## Summary

Refactor the dataset API layer into a clean service/REST separation
pattern, add a unified `/index` API for graph/raptor/mindmap operations,
and introduce several new dataset management endpoints with full test
coverage.

## Changes

### Service Layer (`dataset_api_service.py`)

- Added `trace_index(dataset_id, tenant_id, index_type)` — unified trace
function for all index types
- Added `run_index`, `delete_index` service functions
- Added `get_dataset`, `get_ingestion_summary`, `list_ingestion_logs`,
`get_ingestion_log`
- Added `run_embedding`, `list_tags`, `aggregate_tags`, `delete_tags`,
`rename_tag`
- Added `get_flattened_metadata`, `get_auto_metadata`,
`update_auto_metadata`

### REST API Layer (`dataset_api.py`)

**New unified routes:**

| Method | Route | Description |
|--------|-------|-------------|
| POST | `/datasets/<id>/index?type=graph\|raptor\|mindmap` | Run index
task |
| GET | `/datasets/<id>/index?type=graph\|raptor\|mindmap` | Trace index
task |
| DELETE | `/datasets/<id>/<index_type>` | Delete index |
| GET | `/datasets/<id>` | Get dataset details |
| GET | `/datasets/<id>/ingestions/summary` | Ingestion summary |
| GET | `/datasets/<id>/ingestions` | List ingestion logs |
| GET | `/datasets/<id>/ingestions/<log_id>` | Get single ingestion log
|
| POST | `/datasets/<id>/embedding` | Run embedding |
| GET | `/datasets/<id>/tags` | List tags |
| GET | `/datasets/tags/aggregation` | Aggregate tags across datasets |
| DELETE | `/datasets/<id>/tags` | Delete tags |
| PUT | `/datasets/<id>/tags` | Rename tag |
| GET | `/datasets/metadata/flattened` | Get flattened metadata |
| GET/PUT | `/datasets/<id>/metadata/config` | New metadata config path
|

**Removed routes (replaced by unified `/index`):**

- `POST /datasets/<id>/mindmap`
- `GET /datasets/<id>/mindmap`

**Preserved legacy routes (backward compatibility):**

- `/run_graphrag`, `/trace_graphrag`, `/run_raptor`, `/trace_raptor`
- `/auto_metadata` GET/PUT

### Test Suite

- Updated `common.py` helpers: added `trace_index`, removed
`run_mindmap`/`trace_mindmap`
- Added 7 new test files with 39 test cases total:

| Test File | Cases |
|-----------|-------|
| `test_get_dataset.py` | 4 |
| `test_ingestion_summary.py` | 2 |
| `test_ingestion_logs.py` | 5 |
| `test_index_api.py` | 14 |
| `test_embedding.py` | 2 |
| `test_tags.py` | 8 |
| `test_flattened_metadata.py` | 4 |

- Deleted `test_mindmap_tasks.py` (covered by unified index tests)

## Design Decisions

1. **Unified `/index?type=...`** — single endpoint replaces 3 separate
route pairs for graph/raptor/mindmap
2. **Backward compatibility** — old routes (`/run_graphrag`,
`/run_raptor`, `/auto_metadata`) preserved alongside new paths
3. **`_VALID_INDEX_TYPES = {"graph", "raptor", "mindmap"}`** — input
validation via constant set
4. **`_INDEX_TYPE_TO_TASK_ID_FIELD`** — maps index type to KB model task
ID field for clean dispatch

## Files Changed

- `api/apps/restful_apis/dataset_api.py`
- `api/apps/services/dataset_api_service.py`
- `sdk/python/ragflow_sdk/modules/dataset.py`
- `test/testcases/test_http_api/common.py`
- `test/testcases/test_http_api/test_dataset_management/` (7 new files)
### Type of change

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

---------

Signed-off-by: noob <yixiao121314@outlook.com>
2026-04-27 09:38:01 +08:00
Magicbook1108
c74aece63c Feat: Agent api (#14157)
### What problem does this PR solve?

1. **List agents**  
   **Prev API**:  
   - `/v1/canvas/list GET`  
   - `/api/v1/agents GET`  
   **Current API**: `/api/v2/agents GET`

2. **Get canvas template**  
   **Prev API**: `/v1/canvas/templates GET`  
   **Current API**: `/api/v2/agents/templates GET`

3. **Delete an agent**  
   **Prev API**: 
    - `/v1/canvas/rm POST`  
    - `/api/v1/agents/<agent_id> DELETE`
   **Current API**: `/api/v2/agents/<agent_id> DELETE`

4. **Update an agent**  
   **Prev API**: 
    - `/api/v1/agents/<agent_id> PUT`   
    - `/v1/canvas/setting POST `
   **Current API**: `/api/v2/agents/<agent_id> PATCH`


5. **Create an agent**  
   **Prev API**: 
    - `/v1/canvas/set POST`  
    - `/api/v1/agents POST`
   **Current API**: `/api/v2/agents POST`


6. **Get an agent**  
   **Prev API**: 
    - `/v1/canvas/get/<canvas_id> GET `  
   **Current API**: `/api/v2/agents/<agent_id> GET`


7. **Reset an agent**  
   **Prev API**: 
    - `/v1/canvas/reset POST`  
   **Current API**: `/api/v2/agents/<agent_id>/reset POST`


8. **Upload a file to an agent**  
   **Prev API**: 
    - `/v1/canvas/upload/<canvas_id> POST`  
   **Current API**: `/api/v2/agents/<agent_id>/upload POST`


9. **Input form**  
   **Prev API**: 
    - `/v1/canvas/input_form GET`  
**Current API**:
`/api/v2/agents/<agent_id>/components/<component_id>/input-form GET`


10. **Debug an agent**  
   **Prev API**: 
    - `/v1/canvas/debug POST`  
**Current API**:
`/api/v2/agents/<agent_id>/components/<component_id>/debug POST`


11. **Trace an agent**  
   **Prev API**: 
    - `/v1/canvas/trace GET`  
   **Current API**: `/api/v2/agents/<agent_id>/logs/<message_id> GET`


12. **Get an agent version list**  
   **Prev API**: 
    - `/v1/canvas/getlistversion/<canvas_id>`  
   **Current API**: `/api/v2/agents/<agent_id>/versions GET`


13. **Get a version of agent**  
   **Prev API**: 
    - `/v1/canvas/getversion/<version_id>`  
**Current API**: `/api/v2/agents/<agent_id>/versions/<version_id> GET`


14. **Test db connection**  
   **Prev API**: 
    - `/v1/canvas/test_db_connect POST`  
   **Current API**: `/api/v2/agents/test_db_connection`


15. **Rerun the agent**  
   **Prev API**: 
    - `/v1/canvas/rerun POST`  
   **Current API**: `/api/v2/agents/rerun POST`


16. **Get prompts**  
   **Prev API**: 
    - `/v1/canvas/prompts GET`  
   **Current API**: `/api/v2/agents/prompts GET`

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

---------

Co-authored-by: chanx <1243304602@qq.com>
2026-04-24 10:02:22 +08:00
buua436
aa4526266f Refa: migrate MCP APIs to RESTful api (#14317)
### What problem does this PR solve?

migrate MCP APIs to RESTful api

### Type of change

- [x] Refactoring
2026-04-23 12:51:27 +08:00
balibabu
c43367eca3 Fix: The number of chunks in the file list is not displayed. (#14232)
### What problem does this PR solve?

Fix: The number of chunks in the file list is not displayed.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-04-20 19:24:20 +08:00
Jack
939933649a Refactor: Consolidation WEB API & HTTP API for document list_docs (#14176)
### What problem does this PR solve?

Before consolidation
Web API: POST /v1/document/list
Http API - GET /api/v1/datasets/<dataset_id>/documents

After consolidation, Restful API -- GET
/api/v1/datasets/<dataset_id>/documents

### Type of change

- [x] Refactoring
2026-04-20 14:54:40 +08:00
balibabu
1bc4868abe Fix: The file count in the file header did not change after uploading or deleting files. (#14034)
### What problem does this PR solve?
Fix: The file count in the file header did not change after uploading or
deleting files.

### Type of change

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

Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
2026-04-14 18:07:32 +08:00
Magicbook1108
1376c004a9 Fix: update docs generator (#14070)
### What problem does this PR solve?

Refactor: update docs generator

### Type of change

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

1. Support multiple document generator components and correctly display
messages in the message component. The document generator will not
overwrite other messages.

<img width="700" alt="Screenshot from 2026-04-13 13-56-17"
src="https://github.com/user-attachments/assets/3f3e06e8-33ce-4df1-8b05-510c86af70a4"
/>

2. Support Chinese content and ensure correct Markdown rendering in PDF
and DOCX
<img width="700" alt="image"
src="https://github.com/user-attachments/assets/69bf1f7b-261d-48e5-a9f3-8e94462b90ed"
/>

3. Simplify configuration page and support more output format
 
<img height="700" alt="image"
src="https://github.com/user-attachments/assets/8647374c-c055-4daa-ad71-cd9052eb138e"
/>

4. Hide download from other components except for message 
<img width="700" alt="image"
src="https://github.com/user-attachments/assets/a723dfcb-b60d-4eb5-b2f6-d41ca5955eb4"
/>

<img width="700" alt="image"
src="https://github.com/user-attachments/assets/a8762ac4-807b-4f0b-9287-65f82f7c9c98"
/>

5. Sanitize filename
 
<img width="700" alt="image"
src="https://github.com/user-attachments/assets/df49509f-37c0-40f9-b03d-bd6ce7fdefa8"
/>


6. And more changes on usability
2026-04-14 15:24:43 +08:00
bitloi
853021ff2a feat: support multiple canvas_types for agent templates and remove duplicate files (#14030)
### What problem does this PR solve?

Closes #13907

The template catalog had duplicate files (e.g. `*_r.json`) only to place
the same template into multiple sidebar groups.
This increases maintenance cost and makes template updates error-prone.

This PR adds first-class support for multiple template categories in a
single file via `canvas_types`, then removes duplicate template files.

What changed:
- Added `canvas_types` to `CanvasTemplate` model and DB migration.
- Added normalization logic when loading templates:
  - accepts legacy `canvas_type`
  - accepts new `canvas_types`
  - merges/deduplicates values
- preserves backward compatibility by keeping `canvas_type` as first
normalized value.
- Updated template import flow to load only `.json` files and in stable
sorted order.
- Updated frontend template filtering to match on `canvas_types` first,
with fallback to legacy `canvas_type`.
- Consolidated duplicated template pairs into single files and removed:
  - `deep_search_r.json`
  - `reflective_academic_paper_generator_r.json`
  - `seo_article_writer_r.json`
- Added regression/edge-case tests for category normalization and route
serialization expectations.

### 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):
2026-04-13 20:26:30 +08:00
Yongteng Lei
112007243d Refa: refine code_exec component (#13925)
### What problem does this PR solve?

Refine code_exec component.

### Type of change

- [x] Refactoring
2026-04-07 11:48:29 +08:00
Yongteng Lei
b7daf6285b Refa: Chat conversations /convsersation API to RESTFul (#13893)
### What problem does this PR solve?

Chat conversations /convsersation API to RESTFul.

### Type of change

- [x] Refactoring
2026-04-02 20:49:23 +08:00
Yongteng Lei
b622c47ed6 Refa: Chats /chat API to RESTFul (#13881)
### What problem does this PR solve?

 Refactor Chats /chat API to RESTFul.

### Type of change

- [x] Refactoring
2026-04-01 20:10:37 +08:00
Liu An
b1d28b5898 Revert "Refa: Chats /chat API to RESTFul (#13871)" (#13877)
### What problem does this PR solve?

This reverts commit 1a608ac411.

### Type of change

- [x] Other (please describe):
2026-04-01 11:05:29 +08:00
Yongteng Lei
1a608ac411 Refa: Chats /chat API to RESTFul (#13871)
### What problem does this PR solve?

Chats /chat API to RESTFul.

### Type of change

- [x] Refactoring
2026-04-01 10:50:22 +08:00
Lynn
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
balibabu
6cae364ac2 Feat: Export Agent Logs. (#13658)
### What problem does this PR solve?
Feat: Export Agent Logs.

### Type of change


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

---------

Co-authored-by: balibabu <assassin_cike@163.com>
2026-03-17 18:51:26 +08:00
Jin Hai
986dcf1cc8 Revert "Refactor: dataset / kb API to RESTFul style" (#13646)
Reverts infiniflow/ragflow#13619
2026-03-17 12:09:48 +08:00
Lynn
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
Jin Hai
a2d72202cf Revert "Refactor dataset / kb API to RESTFul style" (#13614)
Reverts infiniflow/ragflow#13263
2026-03-16 10:44:38 +08:00
Lynn
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
balibabu
1569ed82f8 Refactor: Delete flow.ts (#13498)
### What problem does this PR solve?

Feat: Delete flow.ts

### Type of change


- [x] Refactoring
2026-03-13 18:04:54 +08:00
balibabu
717f1f1362 Feat: Modify the style of the release confirmation box. (#13542)
### What problem does this PR solve?

Feat: Modify the style of the release confirmation box.

### Type of change


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

---------

Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
Co-authored-by: balibabu <assassin_cike@163.com>
Co-authored-by: 6ba3i <isbaaoui09@gmail.com>
2026-03-13 16:31:17 +08:00
balibabu
aaf900cf16 Feat: Display release status in agent version history. (#13479)
### What problem does this PR solve?
Feat: Display release status in agent version history.

### Type of change


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

---------

Co-authored-by: balibabu <assassin_cike@163.com>
2026-03-10 14:25:27 +08:00
chanx
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
chanx
510ff89661 Fix: remove unused files (#13232)
### What problem does this PR solve?

Fix: remove unused files

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-02-27 23:05:40 +08:00
chanx
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
balibabu
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
balibabu
2627a7f5a8 Feat: Move the reasoning field to the root of the payload in the completion interface. (#12990)
### What problem does this PR solve?


### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2026-02-04 19:21:49 +08:00
balibabu
8dd4a41bf8 Feat: Add a web search button to the chat box on the chat page. (#12786)
### 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)
2026-01-23 09:33:50 +08:00
balibabu
e1143d40bc Feat: Add a think button to the chat box. #12742 (#12743)
### 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)
2026-01-21 15:39:18 +08:00
Kevin Hu
b6d7733058 Feat: metadata settings in KB. (#12662)
### What problem does this PR solve?

#11910

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2026-01-16 20:14:02 +08:00
chanx
d4f8c724ed Fix:Automatically enable metadata and optimize parser dialog logic (#12553)
### What problem does this PR solve?

Fix:Automatically enable metadata and optimize parser dialog logic

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-01-12 15:29:50 +08:00
balibabu
cc8a10376a Refactor: Refactoring VolcEngine and Yiyan modal using shadcn. #10427 (#12426)
### What problem does this PR solve?

Refactor: Refactoring VolcEngine and Yiyan modal using shadcn. #10427
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2026-01-05 09:53:47 +08:00
Jimmy Ben Klieve
4705d07e11 fix: malformed dynamic translation key chunk.docType.${chunkType} (#12329)
### What problem does this PR solve?

Back-end may returns empty array on `"doc_type_kwd"` property which
causes translation key malformed.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-12-30 19:33:20 +08:00
Yongteng Lei
51bc41b2e8 Refa: improve image table context (#12244)
### What problem does this PR solve?

Improve image table context.

Current strategy in attach_media_context:

- Order by position when possible: if any chunk has page/position info,
sort by (page, top, left), otherwise keep original order.
- Apply only to media chunks: images use image_context_size, tables use
table_context_size.
- Primary matching: on the same page, choose a text chunk whose vertical
span overlaps the media, then pick the one with the closest vertical
midpoint.
- Fallback matching: if no overlap on that page, choose the nearest text
chunk on the same page (page-head uses the next text; page-tail uses the
previous text).
- Context extraction: inside the chosen text chunk, find a mid-sentence
boundary near the text midpoint, then take context_size tokens split
before/after (total budget).
- No multi-chunk stitching: context comes from a single text chunk to
avoid mixing unrelated segments.

### Type of change

- [x] Refactoring

---------

Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
2025-12-26 17:55:32 +08:00
chanx
89ea760e67 Fix: Add a no-data filter condition to MetaData (#12189)
### What problem does this PR solve?

Fix: Add a no-data filter condition to MetaData

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-12-25 12:13:18 +08:00
chanx
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
chanx
8e6ddd7c1b Fix: Metadata bugs. (#12111)
### What problem does this PR solve?

Fix: Metadata bugs.

### 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 14:16:57 +08:00
balibabu
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
chanx
51b12841d6 Feature/1217 (#12087)
### What problem does this PR solve?

feature: Complete metadata functionality

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-22 17:35:12 +08:00
Jimmy Ben Klieve
b42b5fcf65 feat: display chunk type in chunk editor and dialog (#12086)
### What problem does this PR solve?

Display chunk type in chunk editor and dialog, may be one of below:
- Image
- Table
- Text

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-22 16:45:47 +08:00
Jimmy Ben Klieve
47005ebe10 feat: supports multiple retrieval tool under an agent (#12046)
### What problem does this PR solve?

Add support for multiple Retrieval tools under an agent

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-22 09:35:34 +08:00
balibabu
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
Yongteng Lei
03f9be7cbb Refa: only support MinerU-API now (#11977)
### What problem does this PR solve?

Only support MinerU-API now, still need to complete frontend for
pipeline to allow the configuration of MinerU options.

### Type of change

- [x] Refactoring
2025-12-17 12:58:48 +08:00
balibabu
22a51a3868 Feat: Add mineru as a model manufacturer to the system. #10621 (#11903)
### What problem does this PR solve?

Feat: Add mineru as a model manufacturer to the system. #10621

### Type of change


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

---------

Co-authored-by: balibabu <assassin_cike@163.com>
2025-12-11 17:37:10 +08:00
TeslaZY
c610bb605a Added semi-automatic mode to the metadata filter (#11886)
### What problem does this PR solve?

Retrieval metadata filtering adds semi-automatic mode, and users can
manually check the metadata key that participates in LLM to generate
filter conditions.
### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-12-11 10:45:21 +08:00
chanx
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
balibabu
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