Update README.md

README.md

@@ -1,10 +1,30 @@
 ---
-title: TrueCheck
-emoji: 🏃
-colorFrom: indigo
-colorTo: yellow
-sdk: static
+title: TrueCheck - Fake News Detection
+emoji: 📰
+colorFrom: red
+colorTo: blue
+sdk: streamlit
+sdk_version: 1.28.1
+app_file: app.py
 pinned: false
+license: mit
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# TrueCheck - Fake News Detection System
+
+This application uses a hybrid deep learning model (BERT + BiLSTM + Attention) to detect fake news articles.
+
+## Features
+- Real-time fake news detection
+- Confidence scoring
+- Attention visualization
+- Interactive web interface
+
+## Model Architecture
+The model combines:
+- BERT for contextual embeddings
+- BiLSTM for sequence modeling  
+- Attention mechanism for interpretability
+
+## Usage
+Simply paste a news article into the text area and click "Analyze" to get predictions with confidence scores and attention visualizations.