1177 Commits

Author SHA1 Message Date
Levi
12979a3f21
feat: improve metadata handling in connector service (#11421)
### What problem does this PR solve?

- Update sync data source to handle metadata properly

### Type of change

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

---------

Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
2025-11-26 19:55:48 +08:00
Zhichang Yu
40e84ca41a
Use Infinity single-field-multi-index (#11444)
### What problem does this PR solve?

Use Infinity single-field-multi-index

### Type of change

- [x] Refactoring
- [x] Performance Improvement
2025-11-26 11:06:37 +08:00
Kevin Hu
f5faf0c94f
Feat: support operator in/not in for metadata filter. (#11503)
### What problem does this PR solve?

#11376 #11378

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-25 12:44:26 +08:00
zhipeng
d5f8548200
Allow create super user when start rag server. (#10634)
### What problem does this PR solve?

New options for rag server scripts to create the super admin user when
start server.

### Type of change

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

---------

Co-authored-by: Zhichang Yu <yuzhichang@gmail.com>
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
2025-11-24 19:02:08 +08:00
Billy Bao
1009819801
Fix: coroutine object has no attribute get (#11472)
### What problem does this PR solve?

Fix: coroutine object has no attribute get

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-24 12:21:33 +08:00
Kevin Hu
249296e417
Feat: API supports toc_enhance. (#11437)
### What problem does this PR solve?

Close #11433

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-21 14:51:58 +08:00
Kevin Hu
820934fc77
Fix: no result if metadata returns none. (#11412)
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-20 19:51:25 +08:00
Kevin Hu
06cef71ba6
Feat: add or logic operations for meta data filters. (#11404)
### What problem does this PR solve?

#11376 #11387

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-20 14:31:12 +08:00
buua436
7c6d30f4c8
Fix:RagFlow not starting with Postgres DB (#11398)
### What problem does this PR solve?
issue:
#11293 
change:
RagFlow not starting with Postgres DB
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-20 12:49:13 +08:00
天海蒼灆
9f715d6bc2
Feature (canvas): Add mind tagging support (#11359)
### What problem does this PR solve?
Resolve the issue of missing thinking labels when viewing pre-existing
conversations
### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-20 10:11:28 +08:00
Kevin Hu
c43bf1dcf5
Fix: refine error msg. (#11380)
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-19 19:10:45 +08:00
Kevin Hu
1c201c4d54
Fix: circle imports issue. (#11374)
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-19 16:13:21 +08:00
Jin Hai
d1dcf3b43c
Refactor /stats API (#11363)
### What problem does this PR solve?

One loop to get better performance

### Type of change

- [x] Refactoring

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-11-19 12:27:45 +08:00
Kevin Hu
d1716d865a
Feat: Alter flask to Quart for async API serving. (#11275)
### What problem does this PR solve?

#11277

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-18 17:05:16 +08:00
Yongteng Lei
341e5904c8
Fix: No results can be found through the API /api/v1/dify/retrieval (#11338)
### What problem does this PR solve?

No results can be found through the API /api/v1/dify/retrieval. #11307 

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-18 15:42:31 +08:00
buua436
ded9bf80c5
Fix:limit random sampling range in check_embedding (#11337)
### What problem does this PR solve?
issue:
[#11319](https://github.com/infiniflow/ragflow/issues/11319)
change:
limit random sampling range in check_embedding

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-18 15:24:27 +08:00
buua436
912b6b023e
fix: update check_embedding failed info (#11321)
### What problem does this PR solve?
change:
update check_embedding failed info

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-18 09:39:45 +08:00
Jin Hai
bd4bc57009
Refactor: move mcp connection utilities to common (#11304)
### What problem does this PR solve?

As title

### Type of change

- [x] Refactoring

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-11-17 15:34:17 +08:00
Billy Bao
0569b50fed
Fix: create dataset return type inconsistent (#11272)
### What problem does this PR solve?

Fix: create dataset return type inconsistent #11167 
 
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-17 15:27:19 +08:00
Scott Davidson
6b64641042
Fix: default model base url extraction logic (#11263)
### What problem does this PR solve?

Fixes an issue where default models which used the same factory but
different base URLs would all be initialised with the default chat
model's base URL and would ignore e.g. the embedding model's base URL
config.

For example, with the following service config, the embedding and
reranker models would end up using the base URL for the default chat
model (i.e. `llm1.example.com`):

```yaml
ragflow:
  service_conf:
    user_default_llm:
      factory: OpenAI-API-Compatible
      api_key: not-used
      default_models:
        chat_model:
          name: llm1
          base_url: https://llm1.example.com/v1
        embedding_model:
          name: llm2
          base_url: https://llm2.example.com/v1
        rerank_model:
          name: llm3
          base_url: https://llm3.example.com/v1/rerank

  llm_factories:
    factory_llm_infos:
    - name: OpenAI-API-Compatible
      logo: ""
      tags: "LLM,TEXT EMBEDDING,SPEECH2TEXT,MODERATION"
      status: "1"
      llm:
        - llm_name: llm1
          base_url: 'https://llm1.example.com/v1'
          api_key: not-used
          tags: "LLM,CHAT,IMAGE2TEXT"
          max_tokens: 100000
          model_type: chat
          is_tools: false

        - llm_name: llm2
          base_url: https://llm2.example.com/v1
          api_key: not-used
          tags: "TEXT EMBEDDING"
          max_tokens: 10000
          model_type: embedding

        - llm_name: llm3
          base_url: https://llm3.example.com/v1/rerank
          api_key: not-used
          tags: "RERANK,1k"
          max_tokens: 10000
          model_type: rerank
```

### Type of change

- [X] Bug Fix (non-breaking change which fixes an issue)
2025-11-17 14:21:27 +08:00
Jin Hai
61cf430dbb
Minor tweats (#11271)
### What problem does this PR solve?

As title.

### Type of change

- [x] Refactoring

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-11-16 19:29:20 +08:00
Billy Bao
68e3b33ae4
Feat: extract message output to file (#11251)
### What problem does this PR solve?

Feat: extract message output to file

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-14 19:52:11 +08:00
Lynn
b5f2cf16bc
Fix: check task executor alive and display status (#11270)
### What problem does this PR solve?

Correctly check task executor alive and display status.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-14 15:52:28 +08:00
buua436
e8f1a245a6
Feat:update check_embedding api (#11254)
### What problem does this PR solve?
pr: 
#10854
change:
update check_embedding api

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-13 18:48:25 +08:00
Jin Hai
70a0f081f6
Minor tweaks (#11249)
### What problem does this PR solve?

Fix some IDE warnings

### Type of change

- [x] Refactoring

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-11-13 16:11:07 +08:00
buua436
871055b0fc
Feat:support API for generating knowledge graph and raptor (#11229)
### What problem does this PR solve?
issue:
[#11195](https://github.com/infiniflow/ragflow/issues/11195)
change:
support API for generating knowledge graph and raptor

### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- [x] Documentation Update
2025-11-13 15:17:52 +08:00
Kevin Hu
ba71160b14
Refa: rm useless code. (#11238)
### Type of change

- [x] Refactoring
2025-11-13 09:59:55 +08:00
YngvarHuang
bd5dda6b10
Feature/doc upload api add parent path 20251112 (#11231)
### What problem does this PR solve?

Add the specified parent_path to the document upload api interface
(#11230)

### Type of change

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

Co-authored-by: virgilwong <hyhvirgil@gmail.com>
2025-11-13 09:59:39 +08:00
Jin Hai
296476ab89
Refactor function name (#11210)
### What problem does this PR solve?

As title

### Type of change

- [x] Refactoring

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-11-12 19:00:15 +08:00
Yongteng Lei
8ae562504b
Fix: GraphRAG and RAPTOR tasks do not affect document status (#11194)
### What problem does this PR solve?

GraphRAG and RAPTOR tasks do not affect document status.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-12 12:03:41 +08:00
Kevin Hu
d226764ed0
Fix: connector auto-parse issue. (#11189)
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-12 11:50:39 +08:00
Kevin Hu
e9de25c973
Docs: update latest updates. (#11188)
### Type of change

- [x] Documentation Update
2025-11-12 10:38:33 +08:00
Kevin Hu
c30ffb5716
Fix: ollama model list issue. (#11175)
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-11 19:46:41 +08:00
Yongteng Lei
9213568692
Feat: add mechanism to check cancellation in Agent (#10766)
### What problem does this PR solve?

Add mechanism to check cancellation in Agent.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-11 17:36:48 +08:00
Yongteng Lei
d81e4095de
Feat: Google drive supports web-based credentials (#11173)
### What problem does this PR solve?

 Google drive supports web-based credentials.

<img width="1204" height="612" alt="image"
src="https://github.com/user-attachments/assets/70291c63-a2dd-4a80-ae20-807fe034cdbc"
/>


### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-11 17:21:08 +08:00
Kevin Hu
f441f8ffc2
Fix: waitForResponse component. (#11172)
### What problem does this PR solve?

#10056

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
2025-11-11 16:58:47 +08:00
Kevin Hu
26cf5131c9
Fix: filter builtin llm factories. (#11163)
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-11 14:52:59 +08:00
Kevin Hu
dd5b8e2e1a
Fix: add auto_parse to kb detail. (#11153)
### What problem does this PR solve?


### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-11 12:22:43 +08:00
Yongteng Lei
df16a80f25
Feat: add initial Google Drive connector support (#11147)
### What problem does this PR solve?

This feature is primarily ported from the
[Onyx](https://github.com/onyx-dot-app/onyx) project with necessary
modifications. Thanks for such a brilliant project.

Minor: consistently use `google_drive` rather than `google_driver`.

<img width="566" height="731" alt="image"
src="https://github.com/user-attachments/assets/6f64e70e-881e-42c7-b45f-809d3e0024a4"
/>

<img width="904" height="830" alt="image"
src="https://github.com/user-attachments/assets/dfa7d1ef-819a-4a82-8c52-0999f48ed4a6"
/>

<img width="911" height="869" alt="image"
src="https://github.com/user-attachments/assets/39e792fb-9fbe-4f3d-9b3c-b2265186bc22"
/>

<img width="947" height="323" alt="image"
src="https://github.com/user-attachments/assets/27d70e96-d9c0-42d9-8c89-276919b6d61d"
/>


### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-10 19:15:02 +08:00
Billy Bao
6e1ebb2855
Fix: Optimize Prompts and Regex for use_sql() (#11148)
### What problem does this PR solve?

Fix: Optimize Prompts and Regex for use_sql() #11127 

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-10 19:02:07 +08:00
Zhichang Yu
68b952abb1
Don't select vector on infinity (#11151)
### What problem does this PR solve?

Don't select vector on infinity

### Type of change

- [x] Performance Improvement
2025-11-10 18:01:40 +08:00
Kevin Hu
d207291217
Fix: add download stats to kb logs. (#11112)
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-10 13:28:07 +08:00
Lynn
d016a06fd5
Feat/monitor task (#11116)
### What problem does this PR solve?

Show task executor.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-10 12:51:39 +08:00
Kevin Hu
dd1c8c5779
Feat: add auto parse to connector. (#11099)
### What problem does this PR solve?

#10953

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-07 16:49:29 +08:00
Jin Hai
307f53dae8
Minor tweaks (#11106)
### What problem does this PR solve?

Refactor

### Type of change

- [x] Refactoring

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-11-07 15:44:57 +08:00
Kevin Hu
34283d4db4
Feat: add data source to pipleline logs . (#11075)
### What problem does this PR solve?

#10953

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-07 11:43:59 +08:00
Lynn
b7aa6d6c4f
Fix: add avatar for UI (#11080)
### What problem does this PR solve?

Add avatar for admin UI.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-07 09:27:31 +08:00
Jin Hai
af98763e27
Admin: add 'show version' (#11079)
### What problem does this PR solve?

```
admin> show version;
show_version
+-----------------------+
| version               |
+-----------------------+
| v0.21.0-241-gc6cf58d5 |
+-----------------------+
admin> \q
Goodbye!

```

### Type of change

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

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-11-06 19:24:46 +08:00
Billy Bao
5a8fbc5a81
Fix: Can't add more models (#11076)
### What problem does this PR solve?

Currently we cannot add any models, since factory is a string, and the
return type of get_allowed_llm_factories() is List[object]
https://github.com/infiniflow/ragflow/pull/11003

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-06 18:54:13 +08:00
Kevin Hu
3bd1fefe1f
Feat: debug sync data. (#11073)
### What problem does this PR solve?

#10953 

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-11-06 16:48:04 +08:00