MindsDB Files

TL;DR

Changes to SQL

• Improved SQL skill, including fixing connection error messages, updating workflows, docker tags, and work with sql skills.
• Various fixes and improvements for integrations including: Oracle, Snowflake, MySQL, MSSQL, Databricks, and Postgresql.
• Microsoft Access, HubSpot, and BigCommerce handlers were validated and bug fixes applied.
• Improved the rendering of left outer join and fixed LAST in function with join.

Changes to Integrations

• Fixes applied for issues with several integrations including: Zendesk, Gitlab, Jira, Groq, Oracle, and BigCommerce.
• SSL verification control added for ClickHouse handler.
• Increased MySQL api connection queue length for better efficiency.
• Improvements for 'gong' integrations.

Changes to Knowledge Bases (KB)

• Fixed and improved the functioning of KB with major changes to SQL and Azure.
• The chunk_content column can now be filtered in KB.
• An option to disable the GUI auto-update was created, removing unnecessary 'files' handlers.

Bug Fixes and Improvements

• Several significant bug fixes including: memory leak, recursion with logprobs if a model is not found, dumping numpy array to JSON, MySQL API tests, and robust error handling for A2A agent streaming.
• Removal of unused manual approval for forks, additional debug logging, and reduced warnings on start-up enhance the user experience.
• New developments, such as support for embedding models from Snowflake with knowledge bases, were implemented.

Changes to Documentation

• Updates made to the README file for Oracle Handler and alterations to existing databases are now checked for connection.
• Documentation updated for: query kb's chunk_content column, kb's metadata columns listed, oracle connector updates, and http authentication type.

What's Changed

• • Details of Changes

New Contributors

• Welcome to our first-time contributors: @Raahim-Lone and @vigbav36.