0.56.4

This release brings a variety of bug fixes and enhancements, including a new Comet Experiment Tracker integration, additional support for the uv package installer for zenml integration ... commands which significantly improves the speed of integration installations and dependency management, and a new evaluation section in the LLMOps guide.

In addition, it includes a number of bug fixes and documentation updates, such as a fix for cached artifacts produced via save_artifact inside steps linkage to the MCP.

🥳 Community Contributions 🥳

We'd like to give a special thanks to @christianversloot who contributed to this release by bumping the mlflow version to 2.12.1

What's Changed

• Fix mariadb test script by @avishniakov in #2599
• Disable CSP headers for the openAPI docs pages and fix API docs building by @stefannica in #2598
• Add short motivating example for RAG pipeline by @strickvl in #2596
• Fix DB backup and restore and add database upgrade testing improvements by @stefannica in #2607
• Fix for #2556 by @avishniakov in #2603
• Fix AWS service connector resource ID regexp by @stefannica in #2611
• Add dry run for docs CI by @avishniakov in #2612
• Completing and refining the CLI documentation by @bcdurak in #2605
• Allow DB backup failures if the database version is 0.56.3 or earlier by @stefannica in #2613
• Mixpanel grouping improvements by @schustmi in #2610
• Add support for uv package installer for zenml integration ... commands by @strickvl in #2609
• Add evaluation section to LLMOps guide by @strickvl in #2614
• Fix GCP commands in docs for project_id by @strickvl in #2616
• Minor fix for GitGuardian warnings. by @bcdurak in #2621
• Bump mlflow to version 2.12.1 by @christianversloot in #2618
• Updated security email by @htahir1 in #2625
• Add Comet Experiment Tracker integration by @strickvl in #2620
• Fix cached artifacts produced via save_artifact inside steps linkage to MCP by @avishniakov in #2619
• Update MCP instructions by @avishniakov in #2632
• Replace parse_obj by @AlexejPenner in #2623
• Fix imports in for Model in documentation by @strickvl in #2631
• Return up-to-date PipelineRunResponse from pipeline run by @avishniakov in #2624

Full Changelog: 0.56.3...0.56.4