mindsdb/minds-platform v25.7.4.0

on GitHub

TL;DR

Changes to SQL

• The Salesforce Data Catalog now only loads explicitly included tables which makes working with the catalog more efficient.
• The PostgreSQL Data Catalog statistics have been enhanced.
• PostgreSQL vector queries are now rendered with sqlalchemy to provide a more effective query implementation.

Changes to Integrations

• Fix to staging integration tests now ensures more stable integrations.
• Hubspot-api-client updated, improving the MindsDB-HubSpot integration.
• The BigQuery connection method has been improved, ensuring a smoother connection experience.
• Agent syntax and LittleLM handler have been updated for better user experience.
• Outdated commands replaced improving the Agent's connection with API endpoints.

Changes to Knowledge Bases

• Added a preprocessing field to the Knowledge Base Controller, making it easier to handle preprocessing tasks.
• Enhanced Knowledge Base algebra by introducing the ability to concatenate AND values for content.
• Provided updated documentation on models supported by Knowledge Bases and Data Ingestion diagram.
• Implemented a Knowledge Base integration test in continuous integration, which validates the stability of the knowledge base throughout development.

Bug Fixes and Improvements

• Agents can now run the Data Catalog loader due to a refactoring of the logic.
• Fixed Truth Value Evaluation for NumPy Arrays that would previously result in errors.
• Alpha blending has been added improving image data processing.
• Logging for uvicorn servers has been configured to provide more detailed troubleshooting information.
• Replacing deprecated utcfromtimestamp and psutil.Process().connections().
• Fix for a partitioning bug that caused errors when the 'ProjectDataNode' object did not have the 'has_support_stream' attribute.
• Jobs can now be returned with GET /tree and Agent's parameters can be redefined with query using for better manipulation of job queues.

Changes to Documentation

• Added configuration documentation for a2a host.
• Removed outdated reference to mdb.ai.
• Updated REST API Endpoints for Agents, and refactored documentation for running the agents via REST API.
• Added documentation updates to the to_markdown method, quickstart tutorial, and other Knowledge Base documentation.
• Removed endpoints due to deprecation related to anyscale.

What's Changed

• Update agent_syntax.mdx by @martyna-mindsdb in #11303
• Only Load Explicitly Included Tables for Salesforce Data Catalog by @tmichaeldb in #11246
• KB algebra: concatenate AND values for content by @ea-rus in #11270
• Update litellm.mdx by @martyna-mindsdb in #11310
• Fix partitioning: 'ProjectDataNode' object has no attribute 'has_support_stream' by @ea-rus in #11307
• docs -- added config for a2a host by @martyna-mindsdb in #11293
• Web handler: accept user-agent by @ea-rus in #11294
• docs -- removing mdb.ai by @martyna-mindsdb in #11314
• add preprocessing field to KnowledgeBase controller by @dusvyat in #11312
• KB integration test in CI by @ea-rus in #11259
• adding escaping for double quotes in the code by @fshabashev in #11317
• Fix staging integration tests by @hamishfagg in #11320
• Postgresql DC stats by @ZoranPandovski in #11306
• docs -- updated models supported by kbs by @martyna-mindsdb in #11315
• Pgvector: render queries with sqlalchemy render by @ea-rus in #11325
• Improve bigquery connection method by @StpMax in #11323
• Fixes of litellm hadler by @ea-rus in #11309
• Configure logging for uvicorn servers by @StpMax in #11313
• adding alpha blending by @fshabashev in #11316
• docs -- kb data ingestion diagram by @martyna-mindsdb in #11331
• Replace deprecated utcfromtimestamp by @StpMax in #11330
• Replace deprecated psutil.Process().connections() to net_connections() by @StpMax in #11328
• docs -- to_markdown updates by @martyna-mindsdb in #11302
• Updated the REST API Endpoints for Agents by @MinuraPunchihewa in #11255
• Save DB entities in lower case by @StpMax in #11252
• docs - kb docs fix by @martyna-mindsdb in #11348
• Fix tests by @ZoranPandovski in #11344
• Return list of jobs with GET /tree by @StpMax in #11326
• Redefine agent's parameters with query using by @StpMax in #11332
• docs -- removed anyscale endpoints due to deprecation by @martyna-mindsdb in #11356
• Bump form-data from 4.0.3 to 4.0.4 in /docs by @dependabot[bot] in #11350
• Updating hubspot-api-client to version 11.1.0 by @setohe0909 in #11354
• Fix/staging wf by @hamishfagg in #11361
• docs -- agents via rest api by @martyna-mindsdb in #11264
• Fixed Truth Value Evaluation for NumPy Arrays by @MinuraPunchihewa in #11368
• docs -- updated quickstart tutorial by @martyna-mindsdb in #11370
• Refactored the Logic for Updating Agents to Run Data Catalog Loader by @MinuraPunchihewa in #11329
• Bump psutil to ~7.0 by @StpMax in #11371

Full Changelog: v25.7.3.0...v25.7.4.0