MLflow 2.17.1 is a patch release that includes several major features and improvements
Features:
- [Tracking] Support custom chat endpoint without endpoint type set as llm judge (#13538, @B-Step62)
- [Tracking] Support tracing for OpenAI Swarm (#13497, @B-Step62)
- [Tracking] Support UC Connections as model dependency and resources (#13481, #13491 @sunishsheth2009)
- [Tracking] Support Genie Spaces as model resources (#13441, @aravind-segu)
- [Models] Support new Transformers task for llm/v1/embedding (#13468, @B-Step62)
Bug fixes:
- [Tracking] Fix tool span inputs/outputs format in LangChain autolog (#13527, @B-Step62)
- [Models] Fix code_path handling for LlamaIndex flavor (#13486, @B-Step62)
- [Models] Fix signature inference for subclass and optional dataclasses (#13440, @bbqiu)
- [Tracking] Fix error thrown in set_retriever_schema's behavior when it's called twice (#13422, @sunishsheth2009)
- [Tracking] Fix dependency extraction from RunnableCallables (#13423, @aravind-segu)
Documentation updates:
- [Docs] Fixed typo in docs: endpoing -> endpoint (#13478, @JAMNESIA)
- [Docs] Improve CLI docs - attention about setting MLFLOW_TRACKING_URI (#13465, @BartoszLitwiniuk)
- [Docs] Add documentation for infer_signature usage with GenAI flavors (#13407, @serena-ruan)
Small bug fixes and documentation updates:
#13293, #13510, #13501, #13506, #13446, @harupy; #13341, #13342, @WeichenXu123; #13396, @dvorst; #13535, @chenmoneygithub; #13503, #13469, #13416, @B-Step62; #13519, #13516, @serena-ruan; #13504, @sunishsheth2009; #13508, @KamilStachera; #13397, @kriscon-db