TL;DR

Changes to SQL

• Speeding up big data processing in MySQL text API results in faster and more efficient SQL operations and consequently, better user experience. Likewise, the optimized inner join functionality improves the overall performance of join operations while preserving the information from both tables involved.

Changes to Integrations

• Our postgresql and tokenizer updates allow for advanced handling of optional parameters and better tokenization during the GUI build. The Snowflake update presents users the option to authorize through key file authentication for a more secure and convenient erfaring.

Bug Fixes and Improvements

• The fixed hybrid search helps users to efficiently search the database and streamlines the extraction of useful insights. A fix has also been made in the query rest-endpoint, allowing parameters in the query for a more robust RESTful API.

Changes to Documentation

• Updated documentation for MindsDB version 25.11.1 and system defaults give users better understanding of the package and guide on its usage optimally.

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

Full Changelog: https://github.com/mindsdb/mindsdb/compare/v25.11.1...v25.12.0rc1