semvec/pypi-packages huggingface dataset:
twat-llm 2.7.5
LLM integration for twat
Requires Python: >=3.10
Keywords: ai, llm, nlp, text-processing

# 



## Features

- Modern Python packaging with PEP 621 compliance
- Type hints and runtime type checking
- Comprehensive test suite and documentation
- CI/CD ready configuration

## Installation

```bash
pip install twat-llm
```

## Usage

```python
import twat_llm
```

## Development

This project uses [Hatch](https://hatch.pypa.io/) for development workflow management.

### Setup Development Environment

```bash
# Install hatch if you haven't already
pip install hatch

# Create and activate development environment
hatch shell

# Run tests
hatch run test

# Run tests with coverage
hatch run test-cov

# Run linting
hatch run lint

# Format code
hatch run format
```

## License

MIT License  
.
twat-task 2.7.5
Video processing task utilities using Prefect for workflow management
Requires Python: >=3.10
Keywords: audio, prefect, task, transcription, video, workflow

# twat-task

(work in progress)

Video processing pipeline utilities using Prefect for workflow management. This package provides a set of tasks and flows for processing video files, including audio extraction and transcription.

## Features

- High-level interface for video processing pipelines
- Built-in tasks for common operations:
  - Audio extraction from video files
  - Speech-to-text transcription
- Workflow management using Prefect:
  - Automatic retries for failed tasks
  - Progress tracking and logging
  - Task caching and resumability
- Pydantic models for data validation
- Type hints and modern Python features

## Installation

```bash
pip install twat-task
```

TBD

## License

MIT License  
.
twat-audio 2.7.5
Audio processing plugin for TWAT
Requires Python: >=3.10
Keywords: audio, processing, twat-plugin

# 



## Features

- Modern Python packaging with PEP 621 compliance
- Type hints and runtime type checking
- Comprehensive test suite and documentation
- CI/CD ready configuration

## Installation

```bash
pip install twat-audio
```

## Usage

```python
import twat_audio
```

## Development

This project uses [Hatch](https://hatch.pypa.io/) for development workflow management.

### Setup Development Environment

```bash
# Install hatch if you haven't already
pip install hatch

# Create and activate development environment
hatch shell

# Run tests
hatch run test

# Run tests with coverage
hatch run test-cov

# Run linting
hatch run lint

# Format code
hatch run format
```

## License

MIT License  
.
twat-ez 2.7.5
Easy and convenient utilities for the twat ecosystem
Requires Python: >=3.10
Keywords: convenience, productivity, twat, utilities

# 



## Features

- Plugin for twat
- Modern Python packaging with PEP 621 compliance
- Type hints and runtime type checking
- Comprehensive test suite and documentation
- CI/CD ready configuration

## Installation

```bash
pip install twat-ez
```

## Usage

```python
import twat_ez
plugin = twat_ez.plugin
```

## Development

This project uses [Hatch](https://hatch.pypa.io/) for development workflow management.

### Setup Development Environment

```bash
# Install hatch if you haven't already
pip install hatch

# Create and activate development environment
hatch shell

# Run tests
hatch run test

# Run tests with coverage
hatch run test-cov

# Run linting
hatch run lint

# Format code
hatch run format
```

## License

MIT License  
.
twat-os 2.7.5
Operating system utilities for twat
Requires Python: >=3.10
Keywords: operating-system, os, system, twat, utilities

# 



## Features

- Plugin for twat
- Modern Python packaging with PEP 621 compliance
- Type hints and runtime type checking
- Comprehensive test suite and documentation
- CI/CD ready configuration

## Installation

```bash
pip install twat-os
```

## Usage

```python
import twat_os
plugin = twat_os.plugin
```

## Development

This project uses [Hatch](https://hatch.pypa.io/) for development workflow management.

### Setup Development Environment

```bash
# Install hatch if you haven't already
pip install hatch

# Create and activate development environment
hatch shell

# Run tests
hatch run test

# Run tests with coverage
hatch run test-cov

# Run linting
hatch run lint

# Format code
hatch run format
```

## License

MIT License