TL;DR
Changes to SQL
- Fix for
GROUP BY WITH ROLLUP, making it more robust. - Validation implemented for
MINDSDB_DB_CONenvironmental variable. track_columnparameter now case-insensitive, improving usability.- SQL parsing improved: Pruning of ambiguous columns fixed and better extraction of query targets in API Handler.
- Proper handling of memory concerns when DuckDB is used.
- Updated available memory check in Snowflake handler.
Changes to Integrations
- README's for integrations are now pulled statically from GitHub, instead of it being locally served.
- Shopify, Confluence, Databrick, Hubspot, and Netsuite handlers updated and improved for better interactions.
- Additional validation for targets list in Shopify handler.
- Deprecation of Dspy, Chromedb and all ML handlers for cleaner, more streamlined codebase.
- Bound
numbaextra dependency version, improving security. - Images added for readme files update, enhancing understanding of the integration process.
Changes to Knowledge Bases
- Default Knowledge Base store in Docker-compose now changed to pgvector.
- Mixed case columns display in Knowledge Base fixed.
- Fixes provided for Knowledge Base ID duplicates on second insert and for pgvector.
- Insert in Knowledge Base now batched by default.
Bug Fixes and Improvements
- Fixes and improvements to README locations, language permission issues, Shopify handler query limit, file upload vulnerability, and more.
- Fixes for reported bugs - File datasource visibility post Docker Upgrade and Query charting failure.
- Fixed Postgres Queries for Data Catalog Retrieval for better efficiency.
Changes to Documentation
- Deletion of unnecessary files for cleaner, more understandable codebase.
Security Upgrades
- Multiple security upgrades cover packages such as urllib3, starlette, keras, protobuf, numpy, aiohttp, fugue, sqlparse, filelock, azure-core, pyasn1, mintlify, sentencepiece, marshmallow and more.
What's Changed
Details of the changes were provided above.
New Contributors
- Welcome to our new contributors: @PPeitsch and @Sweetdevil144
Full Changelog: v25.14.1...v26.0.0rc1