semvec/pypi-packages huggingface dataset:
Mongo-Connect-JD 0.0.4
A python package for connecting with database.
License: MIT
Requires Python: >=3.7

requirements_dev.txt we use for the testing
It makes it easier to install and manage dependencies for development and testing, separate from the dependencies required for production.

difference between requirements_dev.txt and requirements.txt
requirements.txt is used to specify the dependencies required to run the production code of a Python project, while requirements_dev.txt is used to specify the dependencies required for development and testing purposes.

tox.ini
We use if for the testing in the python package testing against different version of the python

how tox works tox enviornment creation
Install depedencies and packages
Run commands
Its a combination of the (virtualenvwrapper and makefile)
It creates a .tox

pyproject.toml
it is being used for configuration the python project it is a alternative of the setup.cfg file. its containts configuration related to the build system such as the build tool used package name version author license and dependencies

setup.cfg
In summary, setup.cfg is used by setuptools to configure the packaging and installation of a Python projec

Testing python application
types of testing

Automated testing
Manual testing
Mode of testing

Unit testing
Integration tests
Testing frameworks

pytest
unittest
robotframework
selenium
behave
doctest
check with the code style formatting and syntax(coding standard)
pylint
flake8(it is best because it containt 3 library pylint pycodestyle mccabe)
pycodestyle
zyn-py-pkg-test-2024-03-13 0.0.1
This is a test python module
License: MIT
Requires Python: >=3.7

## 用途
测试第一个发布python包

## 说明
这是一个什么都不干的空包，发布于https://test.pypi.org/

## 本地打包测试
>>> python3 setup.py build
>>> python3 setup.py install

## 安装步骤
nendo-plugin-textgen 0.1.1
A text generation plugin using local LLMs or other text generation methods. Builds on top of `transformers` by Hugging Face.
License: MIT
Requires Python: >=3.8,<3.11
Keywords: AI,generative,music,okio,nendo,text generation,LLM,transformers,music analysis,song analysis

# Nendo Plugin TextGen

<br>
<p align="left">
    <img src="https://okio.ai/docs/assets/nendo_core_logo.png" width="350" alt="nendo core">
</p>
<br>

<p align="left">
<a href="https://okio.ai" target="_blank">
    <img src="https://img.shields.io/website/https/okio.ai" alt="Website">
</a>
<a href="https://twitter.com/okio_ai" target="_blank">
    <img src="https://img.shields.io/twitter/url/https/twitter.com/okio_ai.svg?style=social&label=Follow%20%40okio_ai" alt="Twitter">
</a>
<a href="https://discord.gg/gaZMZKzScj" target="_blank">
    <img src="https://dcbadge.vercel.app/api/server/XpkUsjwXTp?compact=true&style=flat" alt="Discord">
</a>
</p>

---

A text generation plugin using local LLMs or other text generation methods. 
Builds on top of `transformers` by Hugging Face.

## Features 
- Generate text from a prompt using a local LLM
- Access all LLMs from the [Hugging Face Model Hub](https://huggingface.co/models)

## Requirements

Since we depend on `transformers`, please make sure that you fulfill their requirements.
You also need Pytorch installed on your system, please refer to the [pytorch installation instructions](https://pytorch.org/get-started/locally/).

## Installation

1. [Install Nendo](https://github.com/okio-ai/nendo#installation)
2. `pip install nendo-plugin-textgen`

If you have a CUDA GPU you can install the following library for an additional speedup: 

`pip install flash-attn --no-build-isolation`

Then set `ATTN_IMPLEMENTATION=flash_attention_2` in your environment variables.


## Usage

Take a look at a basic usage example below.
For more detailed information, please refer to the [documentation](https://okio.ai/docs/plugins).

```pycon
>>> from nendo import Nendo
>>> nd = Nendo(plugins=["nendo_plugin_textgen"])

>>> nd.plugins.textgen(prompt=["Tell me about your favorite song."])[0]
```


## Contributing

Visit our docs to learn all about how to contribute to Nendo: [Contributing](https://okio.ai/docs/contributing/)


## License

Nendo: MIT License