AI-Powered Fake News Detector with real-time trend analytics and verification tools.
TruthLens HUD is a sleek, ultra-modern fake news detection app built with Streamlit.
It combines AI-powered text verification, domain reputation scoring, and Google Trends analysis to provide a quick, clear, and reliable verdict on news articles, headlines, or uploaded text.
The app features a glass-morphism UI, neon highlights, and interactive Plotly trend charts, offering a futuristic and intuitive experience for users.
- AI Fact-Checking: Veracity scoring using a transformer-based NLP model.
- Domain Verification: Detects trusted, suspicious, or unknown domains with SSL validation.
- Trend Analysis: Google search popularity tracking for keywords or headlines.
- News API Integration: Fetches recent articles for cross-verification.
- Multiple Input Options: URL, text/headline, or
.txtupload. - Highlight Flags: Detects sensational words like shocking, secret, miracle, fake, etc.
- Ultra-Modern HUD UI: Glass cards, neon badges, and interactive charts for clarity.
- JSON Logging: Save structured analysis results for reference or further analysis.
Try the app instantly without installation:
- Install Python 3.10 or above.
- Clone the repository:
git clone https://github.com/beenish-1/fakeNews_detecter.git
- Install dependencies and Run the app::
pip install -r requirements.txt
streamlit run app.py