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misinformation-detection

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Tathya (तथ्य, "truth") is an Agentic fact-checking system that verifies claims using multiple sources including Google Search, DuckDuckGo, Wikidata, and news APIs. It provides structured analysis with confidence scores, detailed explanations, and transparent source attribution through a modern Streamlit interface and FastAPI backend.

  • Updated Apr 21, 2025
  • Python

🔍 Verificador de Fake News: Uma ferramenta web moderna que utiliza IA (Google Gemini) para analisar e detectar desinformação em tempo real. Desenvolvido com JavaScript, Bootstrap 5 e PWA para promover uma comunicação mais consciente e baseada em fatos.

  • Updated Apr 6, 2025
  • JavaScript
Truth-Guardian

An advanced AI-powered fake news detection system that verifies text, images, and social media posts using Gemini AI, FastAPI, and Next.js. Includes a modern web interface, a lightweight Streamlit app, and a Chrome extension for real-time fake content detection. Built to combat misinformation with explainable AI results and contextual source links.

  • Updated May 22, 2025
  • TypeScript

This project implements a complete NLP pipeline for Persian tweets to classify topics and detect fake news. Using a Random Forest classifier, it compares tweet content with trusted news sources, achieving 70% accuracy in fake news detection.

  • Updated May 25, 2025
  • Jupyter Notebook

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