Python package and CLI 1.1.0

Apr 29, 2026, 5:05 PM UTC

PyRel version 1.1.0 adds directed graph support for Graph.jaccard_similarity() and fixes a bug in the CLI.

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==1.1.0"

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

New Features and Enhancements

• Graph.jaccard_similarity() now supports directed graphs, including weighted directed graphs.

Bug Fixes

• Fixed jobs filtering in methods such as JobsClient.list() and commands such as rai jobs:list. Before, if you ran them with the reasoner type set to Predictive or Prescriptive, the output could leave out matching jobs when PyRel was configured for Direct Access. Now those jobs are included, as expected.