454 Commits

Author SHA1 Message Date
Jin Hai
d931c33ced
Fix typos: retrievaler -> retriever (#10372)
### What problem does this PR solve?

Fix typos

### Type of change

- [x] Refactoring

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-10-10 09:17:36 +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)

---------

Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: jinhai <haijin.chn@gmail.com>
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
Co-authored-by: chanx <1243304602@qq.com>
Co-authored-by: balibabu <cike8899@users.noreply.github.com>
Co-authored-by: Lynn <lynn_inf@hotmail.com>
Co-authored-by: 纷繁下的无奈 <zhileihuang@126.com>
Co-authored-by: huangzl <huangzl@shinemo.com>
Co-authored-by: writinwaters <93570324+writinwaters@users.noreply.github.com>
Co-authored-by: Wilmer <33392318@qq.com>
Co-authored-by: Adrian Weidig <adrianweidig@gmx.net>
Co-authored-by: Zhichang Yu <yuzhichang@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Yongteng Lei <yongtengrey@outlook.com>
Co-authored-by: Liu An <asiro@qq.com>
Co-authored-by: buua436 <66937541+buua436@users.noreply.github.com>
Co-authored-by: BadwomanCraZY <511528396@qq.com>
Co-authored-by: cucusenok <31804608+cucusenok@users.noreply.github.com>
Co-authored-by: Russell Valentine <russ@coldstonelabs.org>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Billy Bao <newyorkupperbay@gmail.com>
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
Co-authored-by: TensorNull <129579691+TensorNull@users.noreply.github.com>
Co-authored-by: TensorNull <tensor.null@gmail.com>
Co-authored-by: TeslaZY <TeslaZY@outlook.com>
Co-authored-by: Ajay <160579663+aybanda@users.noreply.github.com>
Co-authored-by: AB <aj@Ajays-MacBook-Air.local>
Co-authored-by: 天海蒼灆 <huangaoqin@tecpie.com>
Co-authored-by: He Wang <wanghechn@qq.com>
Co-authored-by: Atsushi Hatakeyama <atu729@icloud.com>
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
Co-authored-by: Mohamed Mathari <155896313+melmathari@users.noreply.github.com>
Co-authored-by: Mohamed Mathari <nocodeventure@Mac-mini-van-Mohamed.fritz.box>
Co-authored-by: Stephen Hu <stephenhu@seismic.com>
Co-authored-by: Shaun Zhang <zhangwfjh@users.noreply.github.com>
Co-authored-by: zhimeng123 <60221886+zhimeng123@users.noreply.github.com>
Co-authored-by: mxc <mxc@example.com>
Co-authored-by: Dominik Novotný <50611433+SgtMarmite@users.noreply.github.com>
Co-authored-by: EVGENY M <168018528+rjohny55@users.noreply.github.com>
Co-authored-by: mcoder6425 <mcoder64@gmail.com>
Co-authored-by: lemsn <lemsn@msn.com>
Co-authored-by: lemsn <lemsn@126.com>
Co-authored-by: Adrian Gora <47756404+adagora@users.noreply.github.com>
Co-authored-by: Womsxd <45663319+Womsxd@users.noreply.github.com>
Co-authored-by: FatMii <39074672+FatMii@users.noreply.github.com>
2025-10-09 12:36:19 +08:00
Yongteng Lei
7c620bdc69
Fix: unexpected operation of document management (#10366)
### What problem does this PR solve?

 Unexpected operation of document management.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-09-30 15:20:38 +08:00
Lynn
2d5d10ecbf
Feat/admin drop user (#10342)
### What problem does this PR solve?

- Admin client support drop user.

Issue: #10241 

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-09-29 10:16:13 +08:00
Jin Hai
62b7c655c5
Refactor: migrate the function to specific file (#10201)
### What problem does this PR solve?

Move base64 related function to api/common/base64.py

### Type of change

- [x] Refactoring

---------

Signed-off-by: jinhai <haijin.chn@gmail.com>
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-09-25 23:37:50 +08:00
Jin Hai
b0b866c8fd
Refactor: move some functions out of api/utils/__init__.py (#10216)
### What problem does this PR solve?

Refactor import modules.

### Type of change

- [x] Refactoring

---------

Signed-off-by: jinhai <haijin.chn@gmail.com>
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2025-09-25 18:04:49 +08:00
lemsn
3a831d0c28
Fixed the issue where database connections were interrupted under high concurrency (#10126)
### What problem does this PR solve?

Fixed the issue where database connections were interrupted under high
concurrency

### Type of change

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

---------

Co-authored-by: lemsn <lemsn@126.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
2025-09-25 17:03:43 +08:00
Lynn
7ac95b759b
Feat/admin service (#10233)
### What problem does this PR solve?

- Admin client support show user and create user command.
- Admin client support alter user password and active status.
- Admin client support list user datasets.

issue: #10241

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-09-25 16:15:15 +08:00
Jin Hai
922b5c652d
Refactor: fix typos (#10200)
### What problem does this PR solve?

1. Fix typos
2. Rename function
3. Use English to write comment

### Type of change

- [x] Refactoring

Signed-off-by: jinhai <haijin.chn@gmail.com>
2025-09-25 12:05:43 +08:00
Jin Hai
4eb7659499
Fix bug: broken import from rag.prompts.prompts (#10217)
### What problem does this PR solve?

Fix broken imports

### Type of change

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

---------

Signed-off-by: jinhai <haijin.chn@gmail.com>
2025-09-23 10:19:25 +08:00
Jin Hai
d11b1628a1
Feat: add admin CLI and admin service (#10186)
### What problem does this PR solve?

Introduce new feature: RAGFlow system admin service and CLI

### Introduction

Admin Service is a dedicated management component designed to monitor,
maintain, and administrate the RAGFlow system. It provides comprehensive
tools for ensuring system stability, performing operational tasks, and
managing users and permissions efficiently.

The service offers monitoring of critical components, including the
RAGFlow server, Task Executor processes, and dependent services such as
MySQL, Infinity / Elasticsearch, Redis, and MinIO. It automatically
checks their health status, resource usage, and uptime, and performs
restarts in case of failures to minimize downtime.

For user and system management, it supports listing, creating,
modifying, and deleting users and their associated resources like
knowledge bases and Agents.

Built with scalability and reliability in mind, the Admin Service
ensures smooth system operation and simplifies maintenance workflows.

It consists of a server-side Service and a command-line client (CLI),
both implemented in Python. User commands are parsed using the Lark
parsing toolkit.

- **Admin Service**: A backend service that interfaces with the RAGFlow
system to execute administrative operations and monitor its status.
- **Admin CLI**: A command-line interface that allows users to connect
to the Admin Service and issue commands for system management.

### Starting the Admin Service

1. Before start Admin Service, please make sure RAGFlow system is
already started.

2.  Run the service script:
    ```bash
    python admin/admin_server.py
    ```
The service will start and listen for incoming connections from the CLI
on the configured port.

### Using the Admin CLI

1.  Ensure the Admin Service is running.
2.  Launch the CLI client:
    ```bash
    python admin/admin_client.py -h 0.0.0.0 -p 9381
## Supported Commands
Commands are case-insensitive and must be terminated with a semicolon
(`;`).
### Service Management Commands
-  [x] `LIST SERVICES;`
    -   Lists all available services within the RAGFlow system.
-  [ ] `SHOW SERVICE <id>;`
- Shows detailed status information for the service identified by
`<id>`.
-  [ ] `STARTUP SERVICE <id>;`
    -   Attempts to start the service identified by `<id>`.
-  [ ] `SHUTDOWN SERVICE <id>;`
- Attempts to gracefully shut down the service identified by `<id>`.
-  [ ] `RESTART SERVICE <id>;`
    -   Attempts to restart the service identified by `<id>`.
### User Management Commands
-  [x] `LIST USERS;`
    -   Lists all users known to the system.
-  [ ] `SHOW USER '<username>';`
- Shows details and permissions for the specified user. The username
must be enclosed in single or double quotes.
-  [ ] `DROP USER '<username>';`
    -   Removes the specified user from the system. Use with caution.
-  [ ] `ALTER USER PASSWORD '<username>' '<new_password>';`
    -   Changes the password for the specified user.
### Data and Agent Commands
-  [ ] `LIST DATASETS OF '<username>';`
    -   Lists the datasets associated with the specified user.
-  [ ] `LIST AGENTS OF '<username>';`
    -   Lists the agents associated with the specified user.
### Meta-Commands
Meta-commands are prefixed with a backslash (`\`).
-   `\?` or `\help`
    -   Shows help information for the available commands.
-   `\q` or `\quit`
    -   Exits the CLI application.
## Examples
```commandline
admin> list users;
+-------------------------------+------------------------+-----------+-------------+
| create_date                   | email                  | is_active | nickname    |
+-------------------------------+------------------------+-----------+-------------+
| Fri, 22 Nov 2024 16:03:41 GMT | jeffery@infiniflow.org | 1         | Jeffery     |
| Fri, 22 Nov 2024 16:10:55 GMT | aya@infiniflow.org     | 1         | Waterdancer |
+-------------------------------+------------------------+-----------+-------------+
admin> list services;
+-------------------------------------------------------------------------------------------+-----------+----+---------------+-------+----------------+
| extra                                                                                     | host      | id | name          | port  | service_type   |
+-------------------------------------------------------------------------------------------+-----------+----+---------------+-------+----------------+
| {}                                                                                        | 0.0.0.0   | 0  | ragflow_0     | 9380  | ragflow_server |
| {'meta_type': 'mysql', 'password': 'infini_rag_flow', 'username': 'root'}                 | localhost | 1  | mysql         | 5455  | meta_data      |
| {'password': 'infini_rag_flow', 'store_type': 'minio', 'user': 'rag_flow'}                | localhost | 2  | minio         | 9000  | file_store     |
| {'password': 'infini_rag_flow', 'retrieval_type': 'elasticsearch', 'username': 'elastic'} | localhost | 3  | elasticsearch | 1200  | retrieval      |
| {'db_name': 'default_db', 'retrieval_type': 'infinity'}                                   | localhost | 4  | infinity      | 23817 | retrieval      |
| {'database': 1, 'mq_type': 'redis', 'password': 'infini_rag_flow'}                        | localhost | 5  | redis         | 6379  | message_queue  |
+-------------------------------------------------------------------------------------------+-----------+----+---------------+-------+----------------+
```

### Type of change

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

Signed-off-by: jinhai <haijin.chn@gmail.com>
2025-09-22 10:37:49 +08:00
He Wang
7ccca2143c
perf: add get_all_kb_doc_count func to simplify kb.doc_num updating (#10169)
### What problem does this PR solve?

Add get_all_kb_doc_count func to simplify kb.doc_num updating.

### Type of change

- [x] Performance Improvement
2025-09-19 19:11:50 +08:00
Yongteng Lei
c353840244
Feat: add support for KB document basic info (#10134)
### What problem does this PR solve?

Add support for KB document basic info

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-09-18 09:52:33 +08:00
cucusenok
04ef5b2783
Fix: usage of postgresql -> postgres for db_type (#10120)
### What problem does this PR solve?

This PR fixes incorrect naming for PostgreSQL usage by replacing all
instances of `postgresql` with the correct `postgres` in the `db_type`
field. This resolves potential configuration errors and ensures
consistency when specifying the database type.

Also fixed handling of None for `get_queue_length`

### Type of change

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

Co-authored-by: cucusenok <BP-116: updated readme.md>
2025-09-17 10:30:45 +08:00
Kevin Hu
63781bde3f
Refa: import issue. (#9958)
### What problem does this PR solve?


### Type of change

- [x] Refactoring
2025-09-05 19:26:15 +08:00
Yongteng Lei
45f52e85d7
Feat: refine dataflow and initialize dataflow app (#9952)
### What problem does this PR solve?

Refine dataflow and initialize dataflow app.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-09-05 18:50:46 +08:00
GrubbyLee
72bb79e8dd
During the chat, the assistant's response cited documents outside current chat's kbs (#9900)
### What problem does this PR solve?

During the chat, the assistant's response cited documents outside the
current knowledge base。

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-09-04 16:51:13 +08:00
Yongteng Lei
c832e0b858
Feat: add canvas_category field for UserCanvas and CanvasTemplate (#9885)
### What problem does this PR solve?

Add `canvas_category` field for UserCanvas and CanvasTemplate.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-09-03 14:55:24 +08:00
Kevin Hu
c27172b3bc
Feat: init dataflow. (#9791)
### What problem does this PR solve?

#9790

Close #9782

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-08-28 18:40:32 +08:00
Yongteng Lei
0a954d720a
Refa: unify reference format of agent completion and OpenAI-compatible completion API (#9792)
### What problem does this PR solve?

Unify reference format of agent completion and OpenAI-compatible
completion API.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] Documentation Update
- [x] Refactoring
2025-08-28 16:55:28 +08:00
Kevin Hu
a1633e0a2f
Fix: second round value removal. (#9756)
### What problem does this PR solve?

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-28 09:34:47 +08:00
Yongteng Lei
6cb3e08381
Revert: broken agent completion by #9631 (#9760)
### What problem does this PR solve?

Revert broken agent completion by #9631.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-27 17:16:55 +08:00
Kevin Hu
8d8a5f73b6
Fix: meta data filter with AND logic operations. (#9687)
### What problem does this PR solve?

Close #9648

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-25 18:29:24 +08:00
天海蒼灆
5e2c33e5b0
Fix: grow reference list (#9674)
### What problem does this PR solve?

Fix Multiple conversations cause the reference list to grow indefinitely
due to Python's mutable default argument behavior.
Explicitly initialize reference as empty list when creating new sessions

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-25 14:08:15 +08:00
Stephen Hu
ecaa9de843
Fix:[ERROR]'LLMBundle' object has no attribute 'language' (#9682)
### What problem does this PR solve?

https://github.com/infiniflow/ragflow/issues/9672

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-25 10:17:10 +08:00
天海蒼灆
3baebd709b
Refactoring: Agent completions API change response structure (#9631)
### What problem does this PR solve?

Resolve #9549 and #9436 , In v0.20.x,Agent completions API changed a
lot,such as without reference and so on

### Type of change

- [x] Refactoring
2025-08-22 12:04:15 +08:00
Kevin Hu
f860bdf0ad
Revert "Feat: reference should also be list after 0.20.x" (#9592)
Reverts infiniflow/ragflow#9582
2025-08-20 13:38:57 +08:00
天海蒼灆
997627861a
Feat: reference should also be list after 0.20.x (#9582)
### What problem does this PR solve?

In 0.19.0 reference is list,and it should be a list,otherwise last
conversation's reference will be lost

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-20 13:38:14 +08:00
Kevin Hu
d0dc56166c
Fix: no effect on retrieval_test in term of metadata filter. (#9566)
### What problem does this PR solve?


### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-19 18:57:35 +08:00
Kevin Hu
f123587538
Feat: add meta filter to search app. (#9554)
### What problem does this PR solve?


### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-08-19 17:25:44 +08:00
Kevin Hu
b5b8032a56
Feat: Support metadata auto filer for Search. (#9524)
### What problem does this PR solve?

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-08-19 10:27:24 +08:00
Yongteng Lei
188c0f614b
Refa: refine search app (#9536)
### What problem does this PR solve?

Refine search app.

### Type of change

- [x] Refactoring
2025-08-19 09:33:33 +08:00
Yongteng Lei
ffc095bd50
Feat: conversation completion can specify different model (#9485)
### What problem does this PR solve?

Conversation completion can specify different model

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-08-15 17:44:58 +08:00
writinwaters
6e862553cb
Docs: Deprecated 'Create session with agent' (#9464)
### What problem does this PR solve?


### Type of change

- [x] Documentation Update
2025-08-14 12:13:11 +08:00
Yongteng Lei
2b3318cd3d
Fix: KB folder may not there while creating virtual file (#9431)
### What problem does this PR solve?

KB folder may not there while creating virtual file. #9423 

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-14 09:40:30 +08:00
Kevin Hu
5e8cd693a5
Refa: split services about llm. (#9450)
### What problem does this PR solve?

### Type of change

- [x] Refactoring
2025-08-13 16:41:01 +08:00
Kevin Hu
4b1b68c5fc
Fix: no doc hits after meta data filter. (#9435)
### What problem does this PR solve?


### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-13 12:43:31 +08:00
balibabu
9098efb8aa
Feat: Fixed the issue where some fields in the chat configuration could not be displayed #3221 (#9430)
### What problem does this PR solve?

Feat: Fixed the issue where some fields in the chat configuration could
not be displayed #3221
### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-08-13 10:26:26 +08:00
Yongteng Lei
421657f64b
Feat: allows setting multiple types of default models in service config (#9404)
### What problem does this PR solve?

Allows set multiple types of default models in service config.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-08-13 09:46:05 +08:00
Kevin Hu
96783aa82c
Fix: remove doc error. (#9413)
### What problem does this PR solve?

Close #9407

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-12 15:55:04 +08:00
Stephen Hu
57b87fa9d9
Fix:TypeError: OllamaCV.chat() got an unexpected keyword argument 'stop' (#9363)
### What problem does this PR solve?

https://github.com/infiniflow/ragflow/issues/9351
Support filter argument before invoking
### Type of change

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

---------

Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
2025-08-12 14:55:27 +08:00
Kevin Hu
153e430b00
Feat: add meta data filter. (#9405)
### What problem does this PR solve?

#8531 
#7417 
#6761 
#6573
#6477

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-08-12 14:12:56 +08:00
Yongteng Lei
83771e500c
Refa: migrate chat models to LiteLLM (#9394)
### What problem does this PR solve?

All models pass the mock response tests, which means that if a model can
return the correct response, everything should work as expected.
However, not all models have been fully tested in a real environment,
the real API_KEY. I suggest actively monitoring the refactored models
over the coming period to ensure they work correctly and fixing them
step by step, or waiting to merge until most have been tested in
practical environment.

### Type of change

- [x] Refactoring
2025-08-12 10:59:20 +08:00
Kevin Hu
90eb5fd31b
Fix: canvas sharing bug. (#9339)
### What problem does this PR solve?


### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-08 18:31:51 +08:00
Kevin Hu
a02ca16260
Fix: add prologue to api. (#9322)
### What problem does this PR solve?


### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-08 17:05:55 +08:00
so95
392f5f4ce9
fix model type (#9250)
### What problem does this PR solve?
 ERROR type model

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-08 13:43:53 +08:00
Yongteng Lei
1bd64dafcb
Fix: update broken agent completion due to v0.20.0 changes (#9309)
### What problem does this PR solve?

Update broken agent completion due to v0.20.0 changes. #9199

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-08 10:00:16 +08:00
Kevin Hu
5749aa30b0
Fix: model type error. (#9308)
### What problem does this PR solve?

#9240

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-07 16:14:47 +08:00
Yongteng Lei
465f7e036a
Feat: advanced list dialogs (#9256)
### What problem does this PR solve?

Advanced list dialogs

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-08-06 10:33:52 +08:00
Yongteng Lei
e6bad45c6d
Fix: update broken agent OpenAI-Compatible completion due to v0.20.0 changes (#9241)
### What problem does this PR solve?

Update broken agent OpenAI-Compatible completion due to v0.20.0. #9199 

Usage example:

**Referring the input is important, otherwise, will result in empty
output.**

<img width="1273" height="711" alt="Image"
src="https://github.com/user-attachments/assets/30740be8-f4d6-400d-9fda-d2616f89063f"
/>

<img width="622" height="247" alt="Image"
src="https://github.com/user-attachments/assets/0a2ca57a-9600-4cec-9362-0cafd0ab3aee"
/>

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
2025-08-05 17:47:25 +08:00