<div align="center" style="margin-bottom: 1em;">
<img src="./docs/assets/images/logo.png" alt="Outlines-core Logo" width=500></img>
[![Contributors][contributors-badge]][contributors]
*Structured generation (in Rust).*
</div>
This package provides the core functionality for structured generation, formerly implemented in [Outlines][outlines], with a focus on performance and portability.
# Install
We provide bindings to the following languages:
- [Rust][rust-implementation] (Original implementation)
- [Python][python-bindings]
The latest release of the Python bindings is available on PyPi using `pip`:
``` python
pip install outlines-core
```
The current development branch of `outlines-core` can be installed from GitHub, also using `pip`:
``` shell
pip install git+https://github.com/outlines-dev/outlines-core
```
Or install in a rust project with cargo:
``` bash
cargo add outlines-core
```
# How to contribute?
## Setup
First, fork the repository on GitHub and clone the fork locally:
```bash
git clone git@github.com/YourUserName/outlines-core.git
cd outlines-core
```
Create a new virtual environment:
``` bash
python -m venv .venv
source .venv/bin/activate
```
Then install the dependencies in editable mode, and install the pre-commit hooks:
``` bash
pip install -e ".[test]"
pre-commit install
```
## Before pushing your code
Run the tests:
``` bash
pytest
```
And run the code style checks:
``` bash
pre-commit run --all-files
```
[outlines]: https://github.com/dottxt-ai/outlines
[contributors]: https://github.com/outlines-dev/outlines-core/graphs/contributors
[contributors-badge]: https://img.shields.io/github/contributors/outlines-dev/outlines-core?style=flat-square&logo=github&logoColor=white&color=ECEFF4
[rust-implementation]: https://github.com/outlines-dev/outlines-core/tree/readme/src
[python-bindings]: https://github.com/outlines-dev/outlines-core/tree/readme/python/outlines_core
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