Metadata-Version: 2.4
Name: tianhe_ragas
Version: 1.0.5
Summary: tianhe ragas modules
Home-page: https://github.com/cicit/tianhe
Author: Tianhe-Ai
Author-email: jweelee@qq.com
License: Apache 2.0
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: langchain==0.3.*
Requires-Dist: datasets==2.19.1
Requires-Dist: setuptools==80.9.0
Requires-Dist: httpx==0.27.2
Requires-Dist: openai==1.*
Requires-Dist: dataclasses==0.6
Requires-Dist: tenacity==8.3.0
Requires-Dist: tqdm==4.67.1
Requires-Dist: numpy==1.26.4
Requires-Dist: pysbd==0.3.4
Requires-Dist: pandas==2.2.0
Requires-Dist: langsmith==0.4.1
Requires-Dist: pydantic
Requires-Dist: requests==2.31.0
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: license
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

## What is tianhe-langchain?

tianhe-ragas is an open-source rag extending library built to power building LLM application.
tianhe-ragas provides more components to support Chinese LLMs and and Chinese based token environments for prompt engineering and ICL template.


The project is a sub-module of [tianhe](https://github.com/cicit/tianhe).


## Key features

- Retrival Enhancement components, like ESIndex, DBIndex, GraphIndex 
- Supporting Open LLMs and embeddings models 
- High performance QAs Chains
- High Semanticly Chinese token processing


## Quick start

### Start with Tianhe Platform.

We provide a open cloud service for easily use. See [free trial](https://www.tianhe.cn/).


### Install tianhe-ragas

- Install from pip: `pip install tianhe-ragas`
- [Quick Start Guide](https://scn3v8ba0o9m.feishu.cn/wiki/XTRVw4tUHi4ZQ2kDQpXc0l47nLg)


## Documentation

For guidance on installation, development, deployment, and administration, 
check out [tianhe-ragas Dev Docs](https://scn3v8ba0o9m.feishu.cn/wiki/XTRVw4tUHi4ZQ2kDQpXc0l47nLg). 


## Acknowledgments

tianhe-ragas adopts dependencies from the following:

