### What problem does this PR solve?

### Type of change

- [x] Refactoring

### What problem does this PR solve?

Address #4391 

### Type of change

- [x] Other (please describe):

### What problem does this PR solve?

Update description

### Type of change

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

Signed-off-by: Jin Hai <haijin.chn@gmail.com>

### What problem does this PR solve?

Feat: Add background to next login page #3221

### Type of change


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

### What problem does this PR solve?

#4464
#4469 

### Type of change

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

### What problem does this PR solve?

#4445

### Type of change

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

### What problem does this PR solve?

Replace poetry with uv

### Type of change

- [x] Refactoring

### What problem does this PR solve?

Format the code

### Type of change

- [x] Refactoring

Signed-off-by: Jin Hai <haijin.chn@gmail.com>

### What problem does this PR solve?

#3690

### Type of change

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

### What problem does this PR solve?

Feat: Metadata in documents for improve the prompt #3690

### Type of change


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

### What problem does this PR solve?

#3690

### Type of change

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

### What problem does this PR solve?


### Type of change

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

### What problem does this PR solve?

Fix: Can not select GPT-4o / 4o mini as Chat Model #4421

### Type of change

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

### What problem does this PR solve?

Fix: In order to distinguish the keys of a pair of messages, add a
prefix to the id when rendering the message. #4409

### Type of change

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

### What problem does this PR solve?

Bump infinity to v0.6.0-dev1 and poetry to 2.0.1

### Type of change

- [x] Refactoring

### What problem does this PR solve?

#3690

### Type of change

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

### What problem does this PR solve?

Specific error message.

### Type of change

- [x] Refactoring

Signed-off-by: jinhai <haijin.chn@gmail.com>

update typo vi

### What problem does this PR solve?

Feat: Display tag word cloud on recall test page #4368

### Type of change


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

### What problem does this PR solve?

duckduckgo search 6.3.0 still has error sometimes, need to update to
7.2.0, after updated, it works ok.
this PR is going to fix this issue
https://github.com/infiniflow/ragflow/issues/4396

### Type of change

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

---------

Co-authored-by: xiaohzho <xiaohzho@cisco.com>

### What problem does this PR solve?

Fix: Modify the text of the category operator form #4412

### Type of change

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

### What problem does this PR solve?

Feat: Add TagFeatureItem #4368

### Type of change


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

### What problem does this PR solve?


### Type of change


- [x] Documentation Update

### What problem does this PR solve?

#4367

### Type of change

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

### What problem does this PR solve?

#4385

### Type of change

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

Fixed code error when mssql returns multiple columns

### What problem does this PR solve?

### Type of change

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

### What problem does this PR solve?

Fix typo in helm chart

### Type of change

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

### What problem does this PR solve?



### Type of change


- [x] Documentation Update

---------

Co-authored-by: Jin Hai <haijin.chn@gmail.com>

### What problem does this PR solve?

1. Update error message
2. Remove space characters

### Type of change

- [x] Refactoring

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>

### What problem does this PR solve?

Feat: Add tag_kwd parameter to chunk configuration modal  #4368

### Type of change


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

### What problem does this PR solve?

#4403

### Type of change

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

### What problem does this PR solve?

[Bug]: layout recognizer failed for wrong boxes class type #4230
(https://github.com/infiniflow/ragflow/issues/4230)

### Type of change

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

---------

Co-authored-by: youzhiqiang <zhiqiang.you@aminer.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>

### What problem does this PR solve?


### Type of change


- [x] Documentation Update

### What problem does this PR solve?

Feat: Add description for tag parsing method #4368

### Type of change


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

### What problem does this PR solve?

#4400

### Type of change

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

this PR is going to fix issue
https://github.com/infiniflow/ragflow/issues/4396

### Type of change

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

---------

Co-authored-by: xiaohzho <xiaohzho@cisco.com>

### What problem does this PR solve?

fix bug, agent invoke can not get params from begin

### Type of change

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

Co-authored-by: wangrui <wangrui@haima.me>

### What problem does this PR solve?

Feat: Add TagWorkCloud #4368

### Type of change


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

### What problem does this PR solve?


### Type of change

- [x] Documentation Update

### What problem does this PR solve?

#4230

### Type of change

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

### What problem does this PR solve?

Feat: Add LoadingButton #4368

### Type of change


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

### What problem does this PR solve?

#4326

### Type of change

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

### What problem does this PR solve?


### Type of change

- [x] Documentation Update

### What problem does this PR solve?

Feat: Add TagTable #4367

### Type of change


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

### What problem does this PR solve?

Some old types of machine or virtual machine doesn't support AVX CPU
flag. This PR is to use lts polars module to avoid this fault.

fix issue: #4349

### Type of change

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

Signed-off-by: jinhai <haijin.chn@gmail.com>

### 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] Documentation Update

### What problem does this PR solve?

#4314

### Type of change

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

### What problem does this PR solve?

#4230

### Type of change

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

### What problem does this PR solve?

#4242

### Type of change

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