Update README.md

README.md

@@ -1,20 +1,50 @@
 ---
-title: Agentic RAG UI
-emoji: 🎨
-colorFrom: pink
+title: SentinelNet - Intrusion Detection
+emoji: 🛡️
+colorFrom: red
 colorTo: blue
-sdk: static
+sdk: docker
+app_file: app.py
 pinned: false
 ---
 
-# 🎨 Agentic RAG UI
+# 🛡️ SentinelNet — AI-Powered Intrusion Detection System
 
-Frontend interface for interacting with the Agentic RAG backend.
+A real-time network intrusion detection system powered by Machine Learning.  
+Detects multiple categories of cyber attacks using a trained Random Forest model on the NSL-KDD dataset.
 
-## Features
-- Clean UI for asking questions
-- Displays answers with sources
-- Connects to backend API
+---
+
+## 🚀 Features
+
+- 🔍 Detects 5 types of network traffic:
+  - Normal
+  - DoS (Denial of Service)
+  - Probe
+  - R2L (Remote to Local)
+  - U2R (User to Root)
+
+- ⚡ Real-time prediction via API  
+- 📊 Batch CSV analysis support  
+- 🧠 Feature engineering + preprocessing pipeline  
+- 🌐 Interactive frontend dashboard  
+- 🐳 Dockerized deployment  
+- 🔄 CI/CD with GitHub Actions  
+
+---
+
+## 🧠 Tech Stack
+
+- **Backend:** Flask  
+- **ML Model:** Random Forest (scikit-learn)  
+- **Data Processing:** Pandas, NumPy  
+- **Deployment:** Hugging Face Spaces (Docker)  
+- **CI/CD:** GitHub Actions  
+
+---
+
+## 📡 API Endpoints
 
-## Usage
-Enter your query and view AI-generated responses.
+### Health Check
+```bash
+GET /health