semvec/pypi-packages huggingface dataset:
dataflow-sdk 0.2.2
Add your description here
Requires Python: >=3.13

# dataflow-sdk

## Example

```python
from dataflow_sdk import save_items, Record
from dataflow_sdk.entity.model import CrawlType

result = {
    'name': 'xiaoming',
    "age": 25,
    "hello": "world",
    "world": 1121211
}

records = [Record(
    crawl_url=f"https://add.weee.tsinghua.edu.cn/{x}",
    crawl_type=CrawlType.ITEM,
    data=result,
    metadata={"name": "gage"},
) for x in range(10)]

save_items('Your Sink ID', records)
```
fabricatio-thinking 0.2.1
An extension of fabricatio, provide capablitities for thinking.
Requires Python: <3.15,>=3.12

# `fabricatio-thinking`

[MIT](https://img.shields.io/badge/license-MIT-blue.svg)
![Python Versions](https://img.shields.io/pypi/pyversions/fabricatio-thinking)
[![PyPI Version](https://img.shields.io/pypi/v/fabricatio-thinking)](https://pypi.org/project/fabricatio-thinking/)
[![PyPI Downloads](https://static.pepy.tech/badge/fabricatio-thinking/week)](https://pepy.tech/projects/fabricatio-thinking)
[![PyPI Downloads](https://static.pepy.tech/badge/fabricatio-thinking)](https://pepy.tech/projects/fabricatio-thinking)
[![Bindings: PyO3](https://img.shields.io/badge/bindings-pyo3-green)](https://github.com/PyO3/pyo3)
[![Build Tool: uv + maturin](https://img.shields.io/badge/built%20with-uv%20%2B%20maturin-orange)](https://github.com/astral-sh/uv)

An extension of fabricatio.

---

## 📦 Installation

This package is part of the `fabricatio` monorepo and can be installed as an optional dependency using either pip or uv:

```bash
pip install fabricatio[thinking]
# or
uv pip install fabricatio[thinking]
```

For a full installation that includes this package and all other components of `fabricatio`:

```bash
pip install fabricatio[full]
# or
uv pip install fabricatio[full]
```

## 🔍 Overview

Provides structured thinking and reasoning capabilities for fabricatio agents, implementing a version-controlled thought
process that enables iterative analysis, revision, and branching of ideas. It supports complex problem-solving through
systematic thought progression with built-in revision and branching mechanisms.

## 🧩 Key Features

- **Sequential Thinking Process**: Step-by-step reasoning with version control for thought progression
- **Thought Revision**: Ability to revise and improve previous thoughts for better outcomes
- **Branching Support**: Create and manage thought branches for exploring alternative approaches
- **Version Control System**: Built-in VCS for tracking thought evolution and managing complex reasoning
- **Configurable Depth**: Adjustable maximum steps for thinking processes with automatic termination
- **Structured Thought Modeling**: Pydantic-based models for consistent thought representation and validation

## 🔗 Dependencies

Core dependencies:

- `fabricatio-core` - Core interfaces and utilities

No additional dependencies required.

## 📄 License

MIT – see [LICENSE](../../LICENSE)
fabricatio-locale 0.1.6
An extension of fabricatio, which brings up the capability to generate locolization based on po file.
Requires Python: <3.15,>=3.12

# `fabricatio-locale`

[![MIT License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)
![Python Versions](https://img.shields.io/pypi/pyversions/fabricatio-locale)
[![PyPI Version](https://img.shields.io/pypi/v/fabricatio-locale)](https://pypi.org/project/fabricatio-locale/)
[![PyPI Downloads](https://static.pepy.tech/badge/fabricatio-locale/week)](https://pepy.tech/projects/fabricatio-locale)
[![PyPI Downloads](https://static.pepy.tech/badge/fabricatio-locale)](https://pepy.tech/projects/fabricatio-locale)
[![Bindings: PyO3](https://img.shields.io/badge/bindings-pyo3-green)](https://github.com/PyO3/pyo3)
[![Build Tool: uv](https://img.shields.io/badge/built%20with-uv-orange)](https://github.com/astral-sh/uv)

An extension of fabricatio, which brings up the capability to generate localization based on PO file.

---

## 📦 Installation

This package is part of the `fabricatio` monorepo and can be installed as an optional dependency using either pip or uv:

```bash
pip install fabricatio[locale]
# or
uv pip install fabricatio[locale]
```

For a full installation that includes this package and all other components of `fabricatio`:

```bash
pip install fabricatio[full]
# or
uv pip install fabricatio[full]
```

## 🔍 Overview

Provides localization capabilities for fabricatio applications, enabling the translation and adaptation of text content
for different languages and regions using PO file standards. It facilitates seamless internationalization workflows in
AI-driven content creation and processing.

## 🧩 Key Features

- **PO File Processing**: Parse and process standard gettext PO files for localization
- **Message Translation**: Translate message texts while preserving identifiers and context
- **Batch Localization**: Handle multiple messages simultaneously for efficient processing
- **Translation Integration**: Leverages advanced translation capabilities for accurate localization
- **Format Preservation**: Maintains message structure and metadata during translation
- **Internationalization Support**: Enables global content adaptation for diverse audiences

## 🔗 Dependencies

Core dependencies:

- `fabricatio-core` - Core interfaces and utilities
- `fabricatio-translate` - Translation capabilities

No additional dependencies required.

## 📄 License

MIT – see [LICENSE](../../LICENSE)