Python package and CLI 1.8.1

May 28, 2026, 10:46 AM UTC

The off-by-default LogicReasonerConfig.readonly_queries option can improve performance when you run multiple queries against the same model.

How to install this version

Review the changes below before installing. To install this version, activate a compatible Python virtual environment and run:

python -m pip install "relationalai==1.8.1"

For the latest installation instructions, see Start building with PyRel.

New Features and Enhancements

• Added a new LogicReasonerConfig.readonly_queries config option that can help improve performance when you run multiple queries against the same model. It is disabled by default.