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What's New in Version 0.11.4

October 29, 2025 8:11 PM UTC

Version 0.11.4 of the relationalai Python package is now available!

To upgrade, activate your virtual environment and run the following command:

Terminal window
pip install --upgrade relationalai

New Features and Enhancements

Section titled “New Features and Enhancements”

  • When executing a query, you will now see a clear summary table showing how much time was spent in each major phase of the process—such as Indexing, Provisioning, and Relations. For example:

    Terminal window
    Parallel init finished in   1m30s
     ➜ Indexing                45.7s
     ➜ Provisioning            30.0s
     ➜ Relations               10.0s

    This duration summary appears automatically in both terminal and notebook environments, helping you quickly identify which steps take the most time and making it easier to troubleshoot and optimize your workflows.

  • Improved query progress display in Jupyter notebooks by fixing duplicate progress lines and adding a clear “Done” message with a duration summary at the end of operations. Progress reporting now behaves consistently across Jupyter, Snowflake Notebooks, and terminal environments, providing a cleaner and more readable output when running RelationalAI commands in Jupyter.

  • The RelationalAI Python client now provides clearer error messages when internal direct access APIs return error responses that are not valid JSON. Instead of a low-level JSON decode error, you’ll see a descriptive ResponseStatusException that includes the endpoint and the original response content.

  • This update improves the efficiency of internal service polling in the RAI Python client by increasing the maximum delay between polls from 1 second to 2.5 seconds and reducing the number of status checks. These changes reduce unnecessary background operations and resource usage, resulting in better query performance during the data preparation phase.

Dependency Updates

Section titled “Dependency Updates”
  • The nicegui dependency has been pinned to version 2.16.1 to ensure build stability and consistent development environments. This update prevents unintended upgrades to newer versions that might cause compatibility issues.