LlamaIndex MariaDB Vector Store Demo

Usage

Install the dependencies

python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Run the MariaDB container

docker compose up

Run the Python script

Before running the demo script, make sure you have set the OPENAI_API_KEY environment variable either via export or in a .env file.

# The first time, initialize the vector store
python demo.py --init-store

# Then, you can use the already initialized vector store
python demo.py

# If you want to use the LLM query engine on top of the vector search, use the following command
python demo.py --use-llm

# To explore the MariaDB table used as the backend of the vector store
mariadb -h 127.0.0.1 -u root -ptest test 

Clean up

docker compose down