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Inititialize Vector Store Database

The database used is Clickhouse. To run it first set up the local server with docker

docker run -d -p 8123:8123 -p9000:9000 --name langchain-clickhouse-server --ulimit nofile=262144:262144 clickhouse/clickhouse-server:23.4.2.11

Next install the client driver

pip install clickhouse-connect