Release notes release/0.18.0-rc2¶

Released 2025-12-16

New features¶

feature: generative ai lab extension to the server ui by @miraculixx in https://github.com/omegaml/omegaml/pull/502
feat: enable generic generic model backend by @miraculixx in https://github.com/omegaml/omegaml/pull/533
feat: enable rawfiles and models stored to arbitry remote uri by @miraculixx in https://github.com/omegaml/omegaml/pull/534
feat: add dynamic backends implemented as virtualobj helper functions by @miraculixx in
enable documents tagging by @miraculixx in https://github.com/omegaml/omegaml/pull/516
Enable oci export by @miraculixx in https://github.com/omegaml/omegaml/pull/525
feat: enable pytorch model saving using implied helpers by @omegaml in https://github.com/omegaml/omegaml/pull/539
use tracking as the model conversation log by @miraculixx in https://github.com/omegaml/omegaml/pull/499
enable usage tracking on calls to chat.completions provider endpoint by @miraculixx in https://github.com/omegaml/omegaml/pull/520
UI create document index by @miraculixx in https://github.com/omegaml/omegaml/pull/510
UI experiments trace by @miraculixx in https://github.com/omegaml/omegaml/pull/514
Enable async event server by @miraculixx in https://github.com/omegaml/omegaml/pull/519

Improve OpenAI compatibility by @miraculixx in https://github.com/omegaml/omegaml/pull/532
Improve OpenAI api compability by @miraculixx in https://github.com/omegaml/omegaml/pull/512
upgrade dependencies by @miraculixx in https://github.com/omegaml/omegaml/pull/528
chore: refactor basic Python and Pandas data types handling by @miraculixx in https://github.com/omegaml/omegaml/pull/527
chore: upgrade plotly.js by @miraculixx in https://github.com/omegaml/omegaml/pull/497
release build 0.17.0 by @miraculixx in https://github.com/omegaml/omegaml/pull/487
enable model uri to be specified with {PLACEHOLDERS} by @miraculixx in
refactor: move django specific code to commercial edition by @miraculixx in https://github.com/omegaml/omegaml/pull/543

fix: setuptools.sandbox is no longer available by @miraculixx in https://github.com/omegaml/omegaml/pull/500
handle len() on empty MDataFrame gracefully by @miraculixx in https://github.com/omegaml/omegaml/pull/507
chore: resolve genai backend tech debt by @miraculixx in https://github.com/omegaml/omegaml/pull/501
fix: readme links by @miraculixx in https://github.com/omegaml/omegaml/pull/508 https://github.com/omegaml/omegaml/pull/521
fix usage tracking for streaming responses by @miraculixx in https://github.com/omegaml/omegaml/pull/530
fix display of Celery “connected to” message by @miraculixx in https://github.com/omegaml/omegaml/pull/531 https://github.com/omegaml/omegaml/pull/529
fix envinstall fails in weird ways by @miraculixx in https://github.com/omegaml/omegaml/pull/535
chore: fix intermittent build issues by @miraculixx in https://github.com/omegaml/omegaml/pull/540
fix: end streaming on timeout by @miraculixx in https://github.com/omegaml/omegaml/pull/537
fix: cli output uses default logger by @miraculixx in https://github.com/omegaml/omegaml/pull/538
fix: dashboard.jobs results tab fails to show in case of invalid results by @miraculixx in https://github.com/omegaml/omegaml/pull/541

Full Changelog: https://github.com/omegaml/omegaml/compare/release/0.17.0…release/0.18-rc2