Metadata-Version: 2.4
Name: credens-ai
Version: 0.1.0
Summary: Dempster-Shafer belief propagation middleware for RAG pipelines
Project-URL: Homepage, https://github.com/pspyra11/credens
Project-URL: Documentation, https://credens.readthedocs.io
Project-URL: Repository, https://github.com/pspyra11/credens
Project-URL: Bug Tracker, https://github.com/pspyra11/credens/issues
Project-URL: Changelog, https://github.com/pspyra11/credens/blob/main/CHANGELOG.md
License: Apache-2.0
License-File: LICENSE
Keywords: dempster-shafer,evidence-theory,hallucination-detection,knowledge-conflict,rag,retrieval-augmented-generation,trustworthy-ai,uncertainty-quantification
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3.14
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Typing :: Typed
Requires-Python: >=3.11
Requires-Dist: numpy>=1.26
Provides-Extra: dev
Requires-Dist: hypothesis>=6.100; extra == 'dev'
Requires-Dist: mypy>=1.10; extra == 'dev'
Requires-Dist: numpy>=1.26; extra == 'dev'
Requires-Dist: pre-commit>=3; extra == 'dev'
Requires-Dist: pytest-asyncio>=0.23; extra == 'dev'
Requires-Dist: pytest-cov>=5; extra == 'dev'
Requires-Dist: pytest>=8; extra == 'dev'
Requires-Dist: ruff>=0.4; extra == 'dev'
Provides-Extra: langchain
Requires-Dist: langchain-core>=1.0; extra == 'langchain'
Provides-Extra: llamaindex
Requires-Dist: llama-index-core>=0.14; extra == 'llamaindex'
Description-Content-Type: text/markdown

# credens-ai

Belief propagation for RAG, built on Dempster–Shafer theory. Don't collapse conflicting evidence, reason with it.

## Install

```bash
pip install credens-ai
```

Or with optional integration extras:

```bash
pip install "credens-ai[langchain]"
pip install "credens-ai[llamaindex]"
```

The core package can also be installed from npm (placeholder reserved):

```bash
npm install credens-ai
```
