Semantic Search Setup Step 0 : Make Frontend resources ready | (only needed if the json resources under the assets folder of frontend is missing) pip install -r frontend/requirements.txt cd frontend && python process_data_for_frontend.py Step 1: Build and run services docker-compose up --build -d The above command builds all the services required for the app to load (from redis to qdrant as well as frontend and backend services) Step 2: Head over http://server-ip:8003 Technologies Celery for image encoding task management Redis as both a broker and a backend for celery Qdrant as a vector database Fastapi as the backend framework Streamlit for frontend