Postgres 17, Python 11 and ML/AI dependency updates

Lots of little bug fixes, documentation updates, and dependency updates for 2025.

What's Changed

• Blog post by @montanalow in https://github.com/postgresml/postgresml/pull/1590
• clarify by @montanalow in https://github.com/postgresml/postgresml/pull/1591
• add white 400 to text colors by @chillenberger in https://github.com/postgresml/postgresml/pull/1592
• Typo in overview docs page by @cassandrastumer in https://github.com/postgresml/postgresml/pull/1594
• A few blog image updates by @ryanstrashcan in https://github.com/postgresml/postgresml/pull/1589
• Added new speed comparison blog post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1596
• Added SITE_SEARCH_DATABASE_URL to dashboard.sh by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1597
• Korvus x Firecrawl blog post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1600
• Update date for Korvus x Firecrawl post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1603
• Organize guides, and prevent wrapping in docs nav by @montanalow in https://github.com/postgresml/postgresml/pull/1604
• Added sudowrite blog post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1608
• Renamed engine to database by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1605
• Add image for sudowrite blog post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1609
• Made quotes italic by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1610
• Add rust toolchain by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1611
• Update sudowrite-postgresml.md by @cassandrastumer in https://github.com/postgresml/postgresml/pull/1612
• Update article.html by @cassandrastumer in https://github.com/postgresml/postgresml/pull/1614
• Update template.html by @cassandrastumer in https://github.com/postgresml/postgresml/pull/1615
• Dan billing by @chillenberger in https://github.com/postgresml/postgresml/pull/1618
• Brief postgresml-django announcement post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1606
• Fix grammar by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1619
• Updates for Chatbot Page by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1620
• Changes to RAG page by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1621
• Dan billing by @chillenberger in https://github.com/postgresml/postgresml/pull/1623
• Uploading blog image for blog post by @cassandrastumer in https://github.com/postgresml/postgresml/pull/1624
• Silas/llama 3.2 blog post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1625
• add llama 3.2 1b and 3b to model table by @chillenberger in https://github.com/postgresml/postgresml/pull/1626
• change dashboard home link by @chillenberger in https://github.com/postgresml/postgresml/pull/1629
• Dan pricing number format by @chillenberger in https://github.com/postgresml/postgresml/pull/1630
• Readme updates by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1627
• reduce product banner stroke width by @kczimm in https://github.com/postgresml/postgresml/pull/1632
• Added Korvus and Trellis post by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1634
• Fix bug that shape mismatch error in predict when changing objective to softmax and update rust-xgboost commit by @cyccbxhl in https://github.com/postgresml/postgresml/pull/1636
• it's almost November by @montanalow in https://github.com/postgresml/postgresml/pull/1647
• Updated VPC Docs Page by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1645
• Update installation.md by @montanalow in https://github.com/postgresml/postgresml/pull/1649
• Added delete security group by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1651
• Dan google tag manager by @chillenberger in https://github.com/postgresml/postgresml/pull/1654
• Support for Postgres 17 by @montanalow in https://github.com/postgresml/postgresml/pull/1664
• Added docs about trust remote code and huggingface authentication by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1665
• Added create extension vector in the entrypoint.sh file for Docker by @SilasMarvin in https://github.com/postgresml/postgresml/pull/1666
• Update all dependencies by @montanalow in https://github.com/postgresml/postgresml/pull/1668
• test upgrade path by @montanalow in https://github.com/postgresml/postgresml/pull/1669

New Contributors

• @cyccbxhl made their first contribution in https://github.com/postgresml/postgresml/pull/1636

Full Changelog: https://github.com/postgresml/postgresml/compare/v2.9.3...v2.10.0