TL;DR

Changes to SQL

• The system now has the ability to fix querying columns that contain empty space in the name. This prevents any errors or issues when dealing with column names with spaces.
• There is support for UNION in IN available due to a bump in the parser dependency.
• An option has been added for Snowflake key value auth. This inclusion enables more secure and efficient authentication when connecting to Snowflake databases.
• Support is also provided now for Snowflake embeddings. This enhances the way in which data from Snowflake can be used, analyzed and understood.

Changes to Integrations

• Enhancement in the deployment and testing workflows has been implemented to streamline and optimize these processes.
• The unit and integration tests are now included in production deploy to maintain the code quality and functionality during production.

Changes to Knowledge Bases

• An important change has been made where the system can now handle a situation where nan is inserted into knowledge base. This prevents potential errors due to null values.
• Furthermore, associated tables have been removed, and an issue with non-existing columns has been fixed.

Bug Fixes and Improvements

• A fix has been made for the Faiss handler now utilizing a flat index. This ensures greater efficiency and performance.
• There's been an update to the mintlify version for better performance and stability.
• The ImportError that occurs when using the --load-tokenizer option will now be handled to prevent any disturbances during operation.
• There's been a bump in filelock from 3.18.0 to 3.20.1 in /requirements for improved security.
• We have also ensured that tests are skipped on asset changes to save resources and time during testing.

Changes to Documentation

• The GitHub Readme was updated for better clarity and understanding, though this update was later reverted for other improvements.

What's Changed

• Add option for Snowflake key value auth by @ZoranPandovski in https://github.com/mindsdb/mindsdb/pull/12024
• Fix querying columns that contain empty space in the name. by @duskobogdanovski in https://github.com/mindsdb/mindsdb/pull/12013
• Update mintlify version by @ZoranPandovski in https://github.com/mindsdb/mindsdb/pull/12025
• Snowflake embeddings support by @ea-rus in https://github.com/mindsdb/mindsdb/pull/12021
• Faiss handler with flat index by @ea-rus in https://github.com/mindsdb/mindsdb/pull/11839
• build snowflake image by @hamishfagg in https://github.com/mindsdb/mindsdb/pull/12077
• Update GitHub Readme by @C0staTin in https://github.com/mindsdb/mindsdb/pull/12036
• Docker main deps by @ZoranPandovski in https://github.com/mindsdb/mindsdb/pull/12087
• Make MySQL DC row count optional by @ZoranPandovski in https://github.com/mindsdb/mindsdb/pull/12027
• Bump filelock from 3.18.0 to 3.20.1 in /requirements by @dependabot[bot] in https://github.com/mindsdb/mindsdb/pull/12019
• Feature/hubsot handler updates by @tino097 in https://github.com/mindsdb/mindsdb/pull/12058
• Handling ImportError when use the --load-tokenizer option by @StpMax in https://github.com/mindsdb/mindsdb/pull/12092
• Revert "Update GitHub Readme" by @martyna-mindsdb in https://github.com/mindsdb/mindsdb/pull/12094
• Bump parser dependency to support UNION in IN by @ea-rus in https://github.com/mindsdb/mindsdb/pull/12098
• Fix if nan is inserted in knowledge base by @ea-rus in https://github.com/mindsdb/mindsdb/pull/12097
• Add faiss deps to Docker by @ZoranPandovski in https://github.com/mindsdb/mindsdb/pull/12105
• Remove associate tables, fix issue with non existing columns by @tino097 in https://github.com/mindsdb/mindsdb/pull/12101
• Skip tests on asset changes by @hamishfagg in https://github.com/mindsdb/mindsdb/pull/12109
• Enable deployment and testing workflows by @lucas-koontz in https://github.com/mindsdb/mindsdb/pull/12095
• Rmv default handlers by @ZoranPandovski in https://github.com/mindsdb/mindsdb/pull/12103
• Bump mindsdb-sql-parser to ~0.13.7 by @StpMax in https://github.com/mindsdb/mindsdb/pull/12116
• Releases 25.14.0 by @ea-rus in https://github.com/mindsdb/mindsdb/pull/12026
• Adds unit and integration tests to production deploy by @lucas-koontz in https://github.com/mindsdb/mindsdb/pull/12117
• Enhances CI for release deployment by @lucas-koontz in https://github.com/mindsdb/mindsdb/pull/12118

New Contributors

• @duskobogdanovski made their first contribution in https://github.com/mindsdb/mindsdb/pull/12013

Full Changelog: https://github.com/mindsdb/mindsdb/compare/v25.13.1...v25.14.0