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A demo retail website, powered by Aerospike, showcasing Key-Value, Graph, and Vector Search.

To run locally:

  1. Download the kaggle fashion dataset
    1. Place the contents of the /images/ directory in the data/images/ directory.
    2. Place the contents of the /styles/ directory in the data/styles/ directory.
  2. Replace the config/aerospike/features.replace.conf and config/vector/features.replace.conf with a valid Aerospike feature key file.

    Note

    The feature key file must have a line item for vector-service

  3. Create the containers: 
    DOCKER_BUILDKIT=0 docker compose up -d
  4. Load data into the database: 
    docker exec -it -w /server aerospike-client python3 load_data.py

    Note

    This will take some time. It's loading ~44,000 fashion items, creating an embedding for each image, and 100,000 customer profiles

  5. Access the site at http://localhost:4173