git clone <repository-url>
cd AEGIS2
cd backend
pip install -r requirements.txt
# Install llama.cpp server
# Download from https://github.com/ggerganov/llama.cpp/releases
# Start llama.cpp server with Ministral-3 model
llama-server -hf mistralai/Ministral-3-8B-Instruct-2512-GGUF:Q4_K_M --port 8080 -ngl 99
cd ..
npm install
python backend/server.py
# Server starts at http://localhost:8000
npm run dev
# Frontend available at http://localhost:5173
1. Navigate to Multi-Stream Tab: Click "Multi-Stream CCTV" in the top navigation.
2. Add a Stream: Click "+ Add Stream" and fill in details (RTSP URL, Webcam Index, or File).
3. View Live Streams: Monitor up to 8 streams simultaneously in the grid view.
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