Releasesby GlyphMLflow 3.16.0
MLflow 3.16.0 includes several major features and improvements Major New Features 🎨 Custom Trace Views : Design your own trace UI in plain English , describe the view you want and the MLflow Assistant builds it for you, laying out exactly the fields you care about with no config files or custom code.
Also shipped Sep 4, 2026Databricks in September 2026 →
SAS to Snowflake migration (Preview)
The Snowflake AIM Agent for Data Warehouses now supports migrating SAS workloads to Snowflake. This capability covers AI-assisted assessment of SAS codebases and AI-based code conversion of SAS programs to Snowflake SQL, including loading SAS dataset files ( .sas7bdat ) into Snowflake tables.
The Semantic Search feature is now generally available
The Semantic Search feature is now generally available. Looker (original) only changes
Gemini Enterprise: Monday federated data store (GA)
Connecting a Monday data source with Gemini Enterprise using data federation is generally available (GA). You can use the Gemini Enterprise app assistant to search across your Monday boards, items, updates, and docs, and get answers grounded in that content without needing to ingest the data. For more information, see Set up a Monday data store .
Gemini Enterprise: Create and manage projects
You can create and manage projects in the Gemini Enterprise web app to build a dedicated knowledge base for your own work or to collaborate with your team. Within a project, you can upload files and chat privately with the assistant to get answers grounded in your project files and web search. This feature is generally available (GA).
Gemini Enterprise: New data stores and support for new actions (Preview)
The following data stores are available in Public Preview in Gemini Enterprise: CoinDesk Relativity Streak (actions supported) Superhuman Mail You can search and read data from these data stores, and perform actions using natural language.
More from MLflowEvery MLflow release →
MLflow 3.15.2
MLflow 3.15.2 is a patch release that includes several major features and improvements. Features: [Evaluation] Support immutable evaluation dataset versions ( #24845 , @danielseong1 ) [Evaluation] Add scorer_ensemble primitive for combining scorer results ( #24749 , @alkispoly-db ) Bug fixes: [Evaluation] Preserve base judge invocation flow in MemAlign...
MLflow 3.16.1
MLflow 3.16.1 is a patch release that includes bug fixes and documentation updates. Breaking changes: [Docs / Tracking] Remove the default basic-auth admin password shipped in basic_auth.ini ( GHSA-gq3w-7jj3-x7gr ) ( #25751 , @tanghaoji ) Features: [Evaluation] Add a timeout option to the @scorer decorator ( #25720 , @smoorjani ) [Evaluation] Propagate...
MLflow 2.11.5
2.11.5 (2026-09-23) MLflow 2.11.5 is a patch release. Features: [Model Registry / Models] Add opt-in support for routing Unity Catalog model registry artifact uploads and downloads through the Databricks SDK Files API ( #25986 , @tonycai96 )
MLflow 3.15.1
MLflow 3.15.1 is a patch release that includes bug fixes and documentation updates. Bug fixes: [Model Registry] Skip env_pack on ARM client images ( #24762 , @qyc ) [Scoring / Tracking] Harden version parsing against missing/non-PEP440 versions on Databricks Serverless ( #24799 , @PattaraS ) Documentation updates: [Docs] Clarify scorer versioning...
MLflow 3.17.0
MLflow 3.17.0 includes several major features and improvements. Major New Features Jev Decisions Across Evaluation, Gateway, and Tracing: Use TypeSafe models in built-in scorers and custom judges with typed Boolean or categorical feedback.
MLflow 3.15.0
MLflow 3.15.0 includes several major features and improvements Major New Features 🧩 MCP Registry : A centralized catalog for registering, versioning, and sharing Model Context Protocol servers , with semantic-versioned configs, promotable aliases, tags, auto-discovered tools, and ready-made connection instructions for Claude Code and .mcp.json .
MLflow 3.17.1
MLflow 3.17.1 is a patch release that contains some minor feature enhancements, bug fixes, and documentation updates. Features: [Docs / Evaluation] Support Decision API in make_judge() (#26578, @B-Step62) [Evaluation] Add mlflow.genai.databricks.review_queues for managing review queues on Databricks (#26414, @harupy) Bug fixes: [Tracing] Fix Claude Code...
MLflow 3.17.2
MLflow 3.17.2 is a patch release that contains a minor feature enhancement and bug fixes. Features: [Evaluation] Record dataset, scorer, and agent lineage on mlflow.genai.evaluate runs (#26543, @joshuawong-db) Bug fixes: [Tracking] Reseed sampler and forward batch settings on MlflowSparkStudy executors (#26714, @iyashk) [Tracking] Fix MlflowStorage marking...