duckdb

For more information about DuckDB, see: https://duckdb.org/

This integration requires the duckdb Python package. You can install it with pip install duckdb.

Security Notice: The default DuckDB configuration is not secure.

By **default**, DuckDB can interact with files across the entire file system,
which includes abilities to read, write, and list files and directories.
It can also access some python variables present in the global namespace.

When using this DuckDB vectorstore, we suggest that you initialize the
DuckDB connection with a secure configuration.

For example, you can set `enable_external_access` to `false` in the connection
configuration to disable external access to the DuckDB connection.

You can view the DuckDB configuration options here:

https://duckdb.org/docs/configuration/overview.html

Please review other relevant security considerations in the DuckDB
documentation. (e.g., "autoinstall_known_extensions": "false",
"autoload_known_extensions": "false")

See https://python.langchain.com/docs/security for more information.