Replace the REPLACE_ME values with your Astra DB and OpenAI credentials, then run the the following command:

export OPENAI_API_KEY=REPLACE_ME
export ASTRA_DB_API_ENDPOINT=REPLACE_ME
export ASTRA_DB_APPLICATION_TOKEN=REPLACE_ME

To install backend dependencies, run the following command:

pip install -r requirements.txt

To install frontend dependencies, run the following command:

npm install

Load the DB into a collection named recommendations

python3 populate_db/load_data.py populate_db/product_data.csv

To start the backend server, in a terminal tab run the following:

uvicorn api.index:app --reload

To start the frontend, in a new terminal run the following:

npm run dev

Clone & deploy this app to Vercel with one click: