Commit Graph

21 Commits

Author SHA1 Message Date
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
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<img width="879" height="1275" alt="image"
src="https://github.com/user-attachments/assets/95b2d731-31ae-45a1-b081-bf5893f52aeb"
/>
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<img width="1532" height="362" alt="image"
src="https://github.com/user-attachments/assets/9cebc65b-b7a7-459f-b25e-3b13fa9b638e"
/>
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<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
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
2d05475693 Refactor: Consolidation WEB API & HTTP API for document infos (#14239)
### What problem does this PR solve?

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

After consolidation, Restful API -- GET
/api/v1/datasets/<dataset_id>/documents?ids=id1&ids=id2

### Type of change

- [ ] Refactoring
2026-04-21 19:35:11 +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
e1b632a7bb Feat: add delete all support for delete operations (#13530)
### What problem does this PR solve?

Add delete all support for delete operations.

### Type of change

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

---------

Co-authored-by: writinwaters <cai.keith@gmail.com>
2026-03-12 09:47:42 +08:00
68e47c81d4 Feat: Add parse_document with feed back (#10523)
### What problem does this PR solve?

Solved: Sync Parse Document API #5635
Feat: Add parse_document with feed back, user can view the status of
each document after parsing finished.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
- [x] Documentation Update
2025-10-14 09:31:19 +08:00
60d652d2e1 Feat: list documents supports range filtering (#9214)
### What problem does this PR solve?

list_document supports range filtering.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-08-04 16:35:35 +08:00
100ea574a7 Fix(python-sdk): Add name filtering support to Dataset.list_documents() (#8090)
### What problem does this PR solve?

Added name filtering capability for Dataset.list_documents()

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-06-05 19:04:35 +08:00
ab5e3ded68 Fix: DataSet.update() now refreshes object data (#8058)
### What problem does this PR solve?

#8057 

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-06-05 09:26:19 +08:00
ff35c140dc Refa: remove dataset language and validate dataset name length. (#5707)
### What problem does this PR solve?

#5686
#5702

### Type of change

- [x] Refactoring
2025-03-06 17:08:28 +08:00
3894de895b Update comments (#4569)
### What problem does this PR solve?

Add license statement.

### Type of change

- [x] Refactoring

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-01-21 20:52:28 +08:00
419b546f03 Update displayed_name to display_name (#4311)
### What problem does this PR solve?

Update displayed_name to display_name

### Type of change

- [x] Refactoring

Co-authored-by: liuhua <10215101452@stu.ecun.edu.cn>
2024-12-31 17:25:24 +08:00
74b28ef1b0 Add pagerank to KB. (#3809)
### What problem does this PR solve?

#3794

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2024-12-03 14:30:35 +08:00
4413683898 Introduced beartype (#3460)
### What problem does this PR solve?

Introduced [beartype](https://github.com/beartype/beartype) for runtime
type-checking.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2024-11-18 17:38:17 +08:00
a7bf4ca8fc Fix bugs in API (#3204)
### What problem does this PR solve?

Fix bugs in API

### Type of change

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

---------

Co-authored-by: liuhua <10215101452@stu.ecun.edu.cn>
2024-11-05 14:07:31 +08:00
cbca7dfce6 fix bugs in test (#3196)
### What problem does this PR solve?

fix bugs in test

### Type of change

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

---------

Co-authored-by: liuhua <10215101452@stu.ecun.edu.cn>
2024-11-04 20:03:14 +08:00
9a5ff320f3 Manage ragflow-sdk with poetry (#3115)
### What problem does this PR solve?

Manage ragflow-sdk with poetry
### Type of change

- [x] Refactoring
2024-10-30 21:13:59 +08:00