0.56.3

This release comes with a number of bug fixes and enhancements.

With this release you can benefit from new Lambda Labs GPU orchestrator integration in your pipelines. Lambda Labs is a cloud provider that offers GPU instances for machine learning workloads.

In this release we have also implemented a few important security improvements to ZenML Server mostly around Content Security Policies. Also users are from now on mandated to provide previous password during the password change process.

Also the documentation was significantly improved with the new AWS Cloud guide and the LLMOps guide covering various aspects of the LLM lifecycle.

🥳 Community Contributions 🥳

We'd like to give a special thanks to @christianversloot who contributed to this release by adding support for Schedule.start_time to the HyperAI orchestrator.

What's Changed

• Really run migration testing by @avishniakov in #2562
• Interact with feature gate by @AlexejPenner in #2492
• Allow for logs to be unformatted / without colours by @strickvl in #2544
• Add VS Code extension to README / docs by @strickvl in #2568
• Allow loading of artifacts without needing to activate the artifact store (again) by @avishniakov in #2545
• Minor fix by @htahir1 in #2578
• [DOCS] Fix code block in Vertex docs by @wjayesh in #2580
• Added an AWS cloud guide by @htahir1 in #2570
• Update AWS cloud guide by @strickvl in #2581
• More docs fixes by @htahir1 in #2585
• Bugfix for the pyyaml_include version for copier by @bcdurak in #2586
• Update fastapi and orjson to fix python-multipart and orjson vulnerabilities by @stefannica in #2582
• Add security headers to the ZenML server by @stefannica in #2583
• Fix and update AWS cloud guide by @strickvl in #2591
• Add start_time support to HyperAI orchestrator scheduled pipelines by @christianversloot in #2572
• Make secure an optional import by @stefannica in #2592
• RAG guide for docs by @strickvl in #2525
• Update test-migrations scripts with new versions 0.56.2 by @safoinme in #2565
• Check old password during password change and add missing CLI commands by @stefannica in #2587
• Add a note about the f prefix being needed for template strings by @strickvl in #2593
• Skypilot: Lambda Edition by @safoinme in #2526
• Use the correct validity for EKS API tokens and handle long-running Kubernetes pipelines by @stefannica in #2589
• Catch missing jupyter installation for zenml go by @strickvl in #2571
• Allow resources required for the fastapi OpenAPI docs in the CSP header by @stefannica in #2595

Full Changelog: 0.56.2...0.56.3