Metadata-Version: 2.4
Name: syscred
Version: 2.4.1
Summary: Neuro-symbolic credibility verification and fact-checking system
Author-email: "Dominique S. Loyer" <loyer.dominique@uqam.ca>
License: MIT
Project-URL: Homepage, https://github.com/DominiqueLoyer/systemFactChecking
Project-URL: Documentation, https://syscred.uqam.ca
Project-URL: Repository, https://github.com/DominiqueLoyer/systemFactChecking
Project-URL: Issues, https://github.com/DominiqueLoyer/systemFactChecking/issues
Keywords: credibility,fact-checking,nlp,knowledge-graph,ontology,rdf,neural-symbolic
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Description-Content-Type: text/markdown
Requires-Dist: flask>=2.3.0
Requires-Dist: flask-cors>=4.0.0
Requires-Dist: requests>=2.28.0
Requires-Dist: beautifulsoup4>=4.12.0
Requires-Dist: rdflib>=6.0.0
Requires-Dist: python-dotenv>=1.0.0
Requires-Dist: transformers>=4.30.0
Requires-Dist: torch>=2.0.0
Requires-Dist: spacy>=3.7.0
Requires-Dist: sentence-transformers>=2.2.0
Requires-Dist: scikit-learn>=1.3.0
Requires-Dist: numpy>=1.24.0
Requires-Dist: pandas>=2.0.0
Requires-Dist: gunicorn>=21.0.0
Provides-Extra: dev
Requires-Dist: pytest>=7.0.0; extra == "dev"
Requires-Dist: black>=23.0.0; extra == "dev"
Requires-Dist: flake8>=6.0.0; extra == "dev"

---
title: SysCRED - Système de Vérification de Crédibilité
emoji: 🔍
colorFrom: purple
colorTo: blue
sdk: docker
pinned: false
license: mit
app_port: 7860
---

# SysCRED - Credibility Verification System

A hybrid neuro-symbolic system for credibility verification and fact-checking.

## Features
- 🔍 URL and text credibility analysis
- 🧠 NLP-based coherence analysis with Transformers
- 📊 SEO and source reputation scoring
- 🌐 Knowledge graph visualization with D3.js
- 🔗 Ontology-based reasoning with RDFLib

## Author
**Dominique S. Loyer** - UQAM

## Usage
Enter a URL or paste text to analyze its credibility score based on multiple factors.
