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README.md 2025-07-09 4.4 kB
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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 mcp dependency 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

Full Changelog: https://github.com/mindsdb/mindsdb/compare/v25.7.1.0...v25.7.2.0

Source: README.md, updated 2025-07-09