TL;DR
Changes to SQL
- Updated agents documentation related to SQL enhancing user understanding about connecting and utilizing various databases.
- An upgrade in error handling for internal SQL query processing which makes it more robust and user-friendly.
- Added the feature of keyword search that will allow using SQL for more dynamic and flexible data searching.
Changes to Integrations
- Support added for Google Gemini Model in TO_MARKDOWN() function. This expansion allows users to process more types of data in structured formats.
- TO_MARKDOWN() support has been extended for XML/Nessus Files, widening the variety of file types that can be exploited by this versatile function.
- Fixed an issue with Salesforce Data Catalog, restoring its compatibility and performance.
- Config update behavior has been changed to overwrite default model parameters. This offers users more control and flexibility when configuring their models.
Changes to Knowledge Bases (KB)
- An overhaul to KB error messages was done for more informative and helpful error prompts.
- Updated documentation to explain the from_sql info in the knowledge bases section, providing detailed instructions on its usage.
- Introduced unit tests for KB Evaluate function to ensure its reliable performance.
Bug Fixes and Improvements
- To ensure data integrity, preventive measures against information exposure through exception have been implemented.
- The
mcpdependency has been updated to v1.10.1 for improved stability and optimized performance. - Refactoring of agent streaming methods using httpx and fix serialization in the A2A server was done for enhanced efficiency.
- A2A server configuration location was fixed for smoother operation.
Changes to Documentation
- Provided documentation on how to incorporate url_file_upload into config.json.
- Updated model types documentation for a more in-depth understanding of different models and their uses.
- Documentation about logging configuration was added for assistance in setting and managing log protocols.
- Knowledge base documentation was split into multiple pages for an easier and better understanding.
What's Changed
- docs -- updated docs for agents via sql by @martyna-mindsdb in #11231
- KB error messages by @ea-rus in #11198
- Enabled Google Gemini Model Support in TO_MARKDOWN() Function by @MinuraPunchihewa in #11176
- Prevent information exposure through exception by @StpMax in #11190
- docs -- url_file_upload into config.json by @martyna-mindsdb in #11244
- Changed Config Update Behavior to Overwrite Default Model Parameters by @MinuraPunchihewa in #11233
- Extended TO_MARKDOWN() with Support for XML/Nessus Files by @MinuraPunchihewa in #11228
- docs -- evaluate kb updates to from_sql info by @martyna-mindsdb in #11250
- docs -- updated model types docs by @martyna-mindsdb in #11249
- docs -- logging config by @martyna-mindsdb in #11251
- KB Evaluate unit tests by @ea-rus in #11245
- Bump
mcpdependency to v1.10.1 by @StpMax in #11254 - Better error handling for internal sql query processing by @StpMax in #11236
- adding keyword search by @fshabashev in #11221
- Fix Salesforce Data Catalog by @ZoranPandovski in #11256
- A2A server: refactor agent streaming methods using httpx and fix serialisation by @dusvyat in #11247
- docs -- split of kb docs into pages by @martyna-mindsdb in #11258
- Fix a2a server: changed location of a2a config by @ea-rus in #11170
- Fix CI error cannot import name 'KB_TO_VECTORDB_COLUMNS' by @ea-rus in #11263
Full Changelog: v25.7.1.0...v25.7.2.0