semvec/pypi-packages huggingface dataset:
umapper 0.1.5
Data mapping facilities
License: MIT
Requires Python: >=3.11


# umapper

[![Documentation Status](https://readthedocs.org/projects/umapper/badge/?version=stable)](http://umapper.readthedocs.io/?badge=latest)
[![codecov](https://codecov.io/github/vottini/umapper/graph/badge.svg?token=N2H2WJ0SC5)](https://codecov.io/github/vottini/umapper)

**umapper** contains auxiliary methods to allow some kinds of mappings.
Specificaly, it has methods to translate the case style (snake, camel, pascal) of
dictionaries to and from each other. It also includes facilities to turn multiple-layered
dictionaries into objects, and last but not least, to combine dictionaries recursively.
vastgenserver 0.5.1
VastGenServer is a distributed server for models or others, designed to handle high concurrency and provide efficient model serving capabilities.+d3f3e3d.d20250731
License: MIT
Requires Python: >=3.6.0


# VastGenServer


## Installation

1. download vastgenserver*.whl package from minio
2. pip install vastgenserver*.whl

## Usage

1. vastgenserver list
2. vastgenserver service --gen-config your_config.yaml --service-list embedding
3. modify your_config.yaml, such as: host, port, model_path, etc.
4. vastgenserver service --run-config your_config.yaml

> Note: different service depend on different python packages, please install them before running.
## Deploy

## Embedding or Reranker

If you want to deploy embedding or reranker service,you need to install the following requirements manually.

```txt
vaststreamx
transformers
numpy
```