Metadata-Version: 2.1
Name: Ragna
Version: 0.2.0rc1
Summary: RAG orchestration framework
Author-email: Ragna Development Team <connect@quansight.com>
License: BSD 3-Clause License
        
        Copyright (c) 2023, Ragna development team
        
        Redistribution and use in source and binary forms, with or without
        modification, are permitted provided that the following conditions are met:
        
        1. Redistributions of source code must retain the above copyright notice, this
           list of conditions and the following disclaimer.
        
        2. Redistributions in binary form must reproduce the above copyright notice,
           this list of conditions and the following disclaimer in the documentation
           and/or other materials provided with the distribution.
        
        3. Neither the name of the copyright holder nor the names of its
           contributors may be used to endorse or promote products derived from
           this software without specific prior written permission.
        
        THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
        AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
        IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
        DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
        FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
        DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
        SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
        CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
        OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
        OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
        
Project-URL: Homepage, https://ragna.chat
Project-URL: Documentation, https://ragna.chat
Project-URL: Changelog, https://ragna.chat/en/latest/references/changelog/
Project-URL: Repository, https://github.com/Quansight/ragna
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: aiofiles
Requires-Dist: emoji
Requires-Dist: fastapi
Requires-Dist: httpx
Requires-Dist: httpx-sse
Requires-Dist: importlib_metadata>=4.6; python_version < "3.10"
Requires-Dist: packaging
Requires-Dist: panel==1.3.8
Requires-Dist: pydantic>=2
Requires-Dist: pydantic-core
Requires-Dist: pydantic-settings>=2
Requires-Dist: PyJWT
Requires-Dist: python-multipart
Requires-Dist: redis
Requires-Dist: questionary
Requires-Dist: rich
Requires-Dist: sqlalchemy>=2
Requires-Dist: sse-starlette
Requires-Dist: starlette
Requires-Dist: tomlkit
Requires-Dist: typer
Requires-Dist: uvicorn
Provides-Extra: all
Requires-Dist: chromadb>=0.4.13; extra == "all"
Requires-Dist: ijson; extra == "all"
Requires-Dist: lancedb>=0.2; extra == "all"
Requires-Dist: pyarrow; extra == "all"
Requires-Dist: pymupdf>=1.23.6; extra == "all"
Requires-Dist: python-docx; extra == "all"
Requires-Dist: python-pptx; extra == "all"
Requires-Dist: tiktoken; extra == "all"

<!-- Logo: Original in light background and white-logo in dark background -->
<picture>
    <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/Quansight/ragna/main/docs/assets/brand/logo-lockup-vertical/logo-lockup-vertical-white.png">
    <img src="https://raw.githubusercontent.com/Quansight/ragna/main/docs/assets/brand/logo-lockup-vertical/logo-lockup-vertical.png" alt="Ragna logo" width=30%/>
</picture>

A RAG orchestration framework.

---

<!-- Badge table with useful links -->
<table>
<tr>
    <th>Project</th>
    <td>
        <a href="https://pypi.org/project/Ragna/">
            <img src="https://img.shields.io/pypi/v/ragna?colorA=1F2636&colorB=DF5538"
         alt="PyPI" />
        </a>
    </td>
    <td>
        <a href="https://ragna.chat">
            <img src="https://img.shields.io/badge/documentation-ragna.chat-gray.svg?colorA=1F2636&colorB=DF5538"
         alt="Documentation" />
        </a>
    </td>
</tr>
<tr>
    <th>Community</th>
    <td>
        <a href="https://github.com/Quansight.ragna/discussions">
            <img src="https://img.shields.io/badge/support-GitHub_discussions-gray.svg?colorA=1F2636&colorB=3C8D89"
         alt="GH Discussions" />
        </a>
    </td>
    <td>
        <a href="https://github.com/Quansight.ragna/issues/new/choose/">
            <img src="https://img.shields.io/badge/bugs/features-GitHub_issues-gray.svg?colorA=1F2636&colorB=3C8D89"
         alt="Issues" />
        </a>
    </td>
</tr>
<tr>
</tr>
</table>

## Get started ⛵️

<!-- Link to documentation pages to avoid keeping README + Docs in sync -->

Check out the Ragna documentation to get started:

- [Installation steps](https://ragna.chat/en/stable/install/)
- Tutorials
  - [Python API](https://ragna.chat/en/stable/tutorials/python-api/)
  - [REST API](https://ragna.chat/en/stable/tutorials/rest-api/)
  - [Web application](https://ragna.chat/en/stable/tutorials/web-app/)
- [Frequently asked questions](https://ragna.chat/en/stable/references/faq/)
- [Contribution guidelines](https://ragna.chat/en/stable/community/contribute/)
- [Changelog](https://ragna.chat/en/stable/references/changelog/)

## Code of Conduct 📜

This repository is governed by the
[Quansight Repository Code of Conduct](https://github.com/Quansight/.github/blob/master/CODE_OF_CONDUCT.md).
