Commit Graph

37 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
Liu An
6e33d8722f Revert "Fix: forwarding highlight param" (#14249)
Reverts infiniflow/ragflow#14112
2026-04-21 15:23:18 +08:00
Lynn
c3387cd5b8 Fix: parent child config (#14199)
### What problem does this PR solve?

Correctly set and display parent-child config in parser_config, and
allow to pass `tenant_id` in PATCH `/api/v1/chats`.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-04-17 23:02:42 +08:00
Daniil Sivak
22c6648348 Fix: forwarding highlight param (#14112)
Closes #9078

### What problem does this PR solve?

The `retrieval_test` endpoint in `chunk_app.py` never forwarded the
`highlight` request parameter to `retriever.retrieval()`, so the search
engine never produced highlight snippets. Additionally, the frontend
always rendered `content_with_weight` instead of preferring the
`highlight` field, and the CSS rule color `var(--accent-primary)` didn't
work because the variable stores an RGB triplet `(45,212,191)` requiring
the `rgb()` wrapper.

### Before

- Search page: displayed raw content_with_weight as a wall of plain
white text with no term highlighting, including markdown headings
rendered as literal text
- Retrieval testing page: showed `content_with_weight` in a plain `<p>`
tag, no `<em>` tags rendered, no highlight coloring
- Children chunks: when child chunks were consolidated into a parent via
`retrieval_by_children`, any highlight data from children was discarded
- TOC chunks: chunks fetched via `retrieval_by_toc` had no `highlight`
field, appearing as plain text while other chunks had highlights

**Retrieval testing**:
<img width="1449" height="1178"
alt="before-retrieval-no-highlight-cropped"
src="https://github.com/user-attachments/assets/5c6f5a5e-6c11-461a-bdb4-049d7dfb7a33"
/>

**Search**:
<img width="1378" height="711" alt="before-search-no-highlight-cropped"
src="https://github.com/user-attachments/assets/be7b5152-72ef-40da-a8fd-921e997ae7d3"
/>

### After

- Search page: displays the highlight field with search terms rendered
in teal/cyan color (`rgb(var(--accent-primary))`)
- Retrieval testing page: sends highlight: true in the request, uses
`HighLightMarkdown` component to render `<em>` tags with proper coloring
- Children chunks: highlights from child chunks are joined and preserved
on the parent
- TOC chunks: when other chunks have highlights, TOC-fetched chunks use
`content_with_weight` as a highlight fallback

**Retrieval testing**:
<img width="1410" height="1015" alt="05-retrieval-testing-results"
src="https://github.com/user-attachments/assets/f0cff8cf-0962-4320-b559-cd5037f622d2"
/>

**Search**:
<img width="1294" height="455" alt="03-search-highlight-results"
src="https://github.com/user-attachments/assets/a90e0e3e-3837-46be-8ddd-2412ff7cbc19"
/>

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-04-17 20:59:20 +08:00
Lynn
f194a09cd6 Fix: dataset update parent child (#14167)
### What problem does this PR solve?

Correctly set parent child config in parser_config.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-04-17 10:41:50 +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
chanx
6ffa566ec3 Refactor: Standardize naming convention to camelCase (#14079)
### What problem does this PR solve?

Refactor: Standardize naming convention to camelCase

### Type of change

- [x] Refactoring
2026-04-13 21:07:07 +08:00
balibabu
462be53b76 Fix: When creating a dataset, if no chunk_method is selected, there is no indication that this is a required field. (#14039)
### What problem does this PR solve?
Fix: When creating a dataset, if no `chunk_method` is selected, there is
no indication that this is a required field.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-04-10 19:05:14 +08:00
balibabu
0507463f4e Fix: The retrieval_test interface is continuously requested when the user enters a question. #13719 (#13720)
### What problem does this PR solve?

Fix: The retrieval_test interface is continuously requested when the
user enters a question. #13719

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-03-20 15:46:41 +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
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
chanx
8bce212284 Fix: error in retrieval testing page (#13225)
### What problem does this PR solve?

Fix: error in retrieval testing page

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2026-02-26 12:39:09 +08:00
chanx
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
Yongteng Lei
0f0fb53256 Refa: refactor metadata filter (#11907)
### What problem does this PR solve?

Refactor metadata filter.

### Type of change

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

---------

Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
2025-12-12 17:12:38 +08:00
balibabu
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
balibabu
2078d88c28 Feat: Modify the translation file of the workflow #9869 (#10430)
### What problem does this PR solve?
Feat: Modify the translation file of the workflow #9869


### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-10-09 13:55:36 +08:00
Kevin Hu
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
balibabu
fc56217eb3 Fix: The enterprise version of the knowledge graph cannot be displayed. #10333 (#10334)
### What problem does this PR solve?
Fix: The enterprise version of the knowledge graph cannot be displayed.
#10333
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-09-28 12:18:58 +08:00
chanx
cf18231713 Fix: Optimized the test results page layout and internationalization #3221 (#9974)
### What problem does this PR solve?

Fix: Optimized the test results page layout and internationalization

- Added an empty data component for when test results are empty
- Optimized internationalization support for the paging component
- Updated the layout and style of the test results page
- Added a tooltip for when test results are empty

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-09-08 12:49:12 +08:00
balibabu
5fe8cf6018 Feat: Use AvatarUpload to replace the avatar settings on the dataset and search pages #3221 (#9785)
### What problem does this PR solve?

Feat: Use AvatarUpload to replace the avatar settings on the dataset and
search pages #3221
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-08-28 14:45:20 +08:00
balibabu
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
chanx
dbc267758e Fix: Generate avatar; Add knowledge graph; Modify the style of the MultiSelect component (#8952)
### What problem does this PR solve?

Fix: Generate avatar; Add knowledge graph; Modify the style of the
multi-select component
[#3221](https://github.com/infiniflow/ragflow/issues/3221)

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-07-21 19:11:27 +08:00
chanx
ed8d7291ff Fix: Remove antd from dataset-page (#8830)
### What problem does this PR solve?

remove antd from dataset-page
[#3221](https://github.com/infiniflow/ragflow/issues/3221)
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-07-15 16:12:50 +08:00
BlueYu-0221
fa3e90c72e Refactor: Datasets UI #3221 (#8349)
### What problem does this PR solve?

Refactor Datasets UI #3221.
### Type of change

- [X] New Feature (non-breaking change which adds functionality)
2025-06-19 16:40:30 +08:00
balibabu
8e87436725 Feat: Modify the Python language template code of the code operator #4977 (#7714)
### What problem does this PR solve?

Feat: Modify the Python language template code of the code operator
#4977
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-05-19 19:34:43 +08:00
balibabu
bfaa469b9a Feat: Rendering recall test page #3221 (#7689)
### What problem does this PR solve?

Feat: Rendering recall test page #3221
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-05-16 18:56:48 +08:00
balibabu
bdebd1b2e3 Feat: Filter document by running status and file type. #3221 (#7340)
### What problem does this PR solve?
Feat: Filter document by running status and file type. #3221

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-04-27 14:39:05 +08:00
balibabu
02cc867c06 Feat: Display the document configuration dialog with shadcn #3221 (#7302)
### What problem does this PR solve?

Feat: Display the document configuration dialog with shadcn #3221

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-04-25 11:15:44 +08:00
balibabu
bcac195a0c Put the knowledge base list related hooks into use-knowledge-request.ts #3221 (#7197)
### What problem does this PR solve?

Put the knowledge base list related hooks into use-knowledge-request.ts
#3221
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-04-22 15:01:35 +08:00
balibabu
42e236f464 Feat: Rendering a search test list with real data #3221 (#7138)
### What problem does this PR solve?

Feat: Rendering a search test list with real data #3221
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-04-18 16:29:41 +08:00
balibabu
86f76df586 Feat: Retrieval test #3221 (#7121)
### What problem does this PR solve?

Feat: Retrieval test #3221

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-04-17 19:03:55 +08:00