### What problem does this PR solve?

PR #8665 updated chrome and chromedriver sources, removing the appended
version number. This PR resolves filename inconsistencies that would
cause `Dockerfile.deps` to fail to build when ommiting `--china-mirrors`
when running `uv run download_deps.py`.

### Type of change

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

### What problem does this PR solve?

Resolves ambiguity and potential MITM attacks by using official channel
for chromedriver-linux in download_deps.py

### Type of change

- [x] Performance Improvement

### What problem does this PR solve?

Update Chrome download URL in use_china_mirrors configuration


### Type of change

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

Co-authored-by: lqh <liqunhuan@foreveross.com>

### What problem does this PR solve?

fixes the following deprecation emitted from `download_deps.py`: 

```
UserWarning: `local_dir_use_symlinks` parameter is deprecated and will be ignored. The process to download files to a local folder has been updated and do not rely on symlinks anymore. You only need to pass a destination folder as`local_dir`
```

### Type of change

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

### What problem does this PR solve?

There are two main changes:

1. Update xgboost to 1.6.0 to build the project on MacOS with Apple
chips, this change refers to the issue:
https://github.com/infiniflow/ragflow/issues/5114.

2. When `use_china_mirrors` is set in `download_deps.py`, the names of
chrome files downloaded by the script will be different from the file
names used in Dockerfile, so I added the file name in `get_urls`
function to solve this problem.

I think it's better to add testing for Docker image
`infiniflow/ragflow_deps` to the test workflow, but since the workflow
is currently running on a self-hosted runner, I'm not sure how to modify
it.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):

### What problem does this PR solve?
This PR addresses the build and dependency issues faced by developers in
regions with poor connectivity to official Ubuntu repositories and
standard dependency sources. Currently, developers in these regions
experience slow or failed Docker builds and dependency downloads,
significantly impacting development efficiency.

### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):

The changes include:
1. Modified Dockerfile to use alternative Ubuntu mirrors with better
connectivity in affected regions
2. Added a new script (download_deps_CN.py) that provides
region-specific alternative download links for dependencies

### What problem does this PR solve?

### Type of change

- [x] Refactoring
- [x] Performance Improvement

### What problem does this PR solve?

Added PEP 723 metadata to download_deps.py

### Type of change

- [x] Refactoring

### What problem does this PR solve?



### Type of change

- [x] Performance Improvement

### What problem does this PR solve?

Refactor Dockerfile files.
Release with CI.

### Type of change

- [x] Refactoring

### What problem does this PR solve?

Fix: Solve the problem of model files in the image being soft links
pointing to a non-existent address. #3584

### Type of change

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

Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>

### What problem does this PR solve?

Improved arm64 image build instructions

### Type of change

- [x] Documentation Update
- [x] Refactoring

### What problem does this PR solve?

Changed requirement to python 3.10.
Changed image base to Ubuntu 22.04 since it contains python 3.10.

### Type of change

- [x] Refactoring

### What problem does this PR solve?

Move the tiktoken of cl100k_base into docker image

issue: #3338 

### Type of change

- [x] Refactoring

Signed-off-by: jinhai <haijin.chn@gmail.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>

### What problem does this PR solve?

Added tika jar into image to avoid downloading. Close #3017

### Type of change

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

### What problem does this PR solve?

Modified download_deps.py

### Type of change

- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [x] Other (please describe): CI

### What problem does this PR solve?
build multi-arch image

### Type of change

- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [x] Other (please describe): CI

### What problem does this PR solve?

Fix Dockerfile for arm64

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):

---------

Co-authored-by: Ubuntu <ubuntu@arm-test.us-central1-f.c.ragflow-01.internal>

### What problem does this PR solve?

Updated Dockefile to use cache

### Type of change

- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [x] Other (please describe): CI

### What problem does this PR solve?
Fixed huggingface url. Close #2665

### Type of change

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

Add doc for dev image

### Type of change

- [x] Documentation Update

---------

Co-authored-by: writinwaters <93570324+writinwaters@users.noreply.github.com>