MindsDB Files

TL;DR

Changes to SQL

• SQL operations have been made more efficient with the optimization of inner joins. This change results in faster query execution and better overall performance.
• Big data processing in the MySQL text API has been significantly sped up. This enhancement effectively reduces the time it takes to process larger datasets.

Changes to Integrations

• Significant enhancements have been made to the postgresql and MySQL integrations through the introduction of optional parameters and various updates. This provides users with additional flexibility and control while working with these databases.
• Snowflake integration now features key file authentication which adds an extra layer of security by using key file verification.

Bug Fixes and Improvements

• A bug causing issues with the hybrid search functionality has been resolved. Users can now expect a seamless search experience.
• Enhancements to GUI and tokenizer have been made and bugs surrounding these features have been resolved. These updates result in a more user-friendly experience and better performance.

Changes to Documentation

• Comprehensive documentation has been introduced for optional parameters in postgresql, the v25.11.1 version and MindsDB system defaults. These documents make it easier for users to understand and use the platform.
• Documentation related to SQL endpoints has also been parametrized which suits user needs better by providing more specific guidance.
• Information about the latest release 25.12.0 has been added to our stacks of documents, providing details about the new features, fixes and improvements.

What's Changed

• Update postgresql docs for optional params by @ZoranPandovski in https://github.com/mindsdb/mindsdb/pull/11928
• Update gui and tokenizer on build by @hamishfagg in https://github.com/mindsdb/mindsdb/pull/11959
• Fix hybrid search by @ea-rus in https://github.com/mindsdb/mindsdb/pull/11945
• Speeding up big data processing in mysql text api by @StpMax in https://github.com/mindsdb/mindsdb/pull/11696
• Optimize inner join by @ea-rus in https://github.com/mindsdb/mindsdb/pull/11904
• Snowflake key file auth by @ZoranPandovski in https://github.com/mindsdb/mindsdb/pull/11960
• docs for v25.11.1 by @martyna-mindsdb in https://github.com/mindsdb/mindsdb/pull/11958
• Parameters in the query rest-endpoint by @ea-rus in https://github.com/mindsdb/mindsdb/pull/11969
• docs -- mindsdb system defaults by @martyna-mindsdb in https://github.com/mindsdb/mindsdb/pull/11922
• Extract parameters rest-endpoint by @ea-rus in https://github.com/mindsdb/mindsdb/pull/11974
• docs -- parametrized sql endpoint by @martyna-mindsdb in https://github.com/mindsdb/mindsdb/pull/11986
• Release 25.12.0 by @ea-rus in https://github.com/mindsdb/mindsdb/pull/11961

Full Changelog: https://github.com/mindsdb/mindsdb/compare/v25.11.1...v25.12.0