chore(deps): update dependency mlflow to v2.19.0 #181
Merged
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This PR contains the following updates:
==2.18.0
->==2.19.0
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Release Notes
mlflow/mlflow (mlflow)
v2.19.0
Compare Source
We are excited to announce the release of MLflow 2.19.0! This release includes a number of significant features, enhancements, and bug fixes.
Major New Features
ChatModel enhancements - ChatModel now adopts
ChatCompletionRequest
andChatCompletionResponse
as its new schema. Thepredict_stream
interface usesChatCompletionChunk
to deliver true streaming responses. Additionally, thecustom_inputs
andcustom_outputs
fields in ChatModel now utilizeAnyType
, enabling support for a wider variety of data types. Note: In a future version of MLflow,ChatParams
(and by extension,ChatCompletionRequest
) will have the default values forn
,temperature
, andstream
removed. (#13782, #13857, @stevenchen-db)Tracing improvements - MLflow Tracing now supports both automatic and manual tracing for DSPy, LlamaIndex and Langchain flavors. Tracing feature is also auto-enabled for mlflow evaluation for all supported flavors. (#13790, #13793, #13795, #13897, @B-Step62)
New Tracing Integrations - MLflow Tracing now supports CrewAI and Anthropic, enabling a one-line, fully automated tracing experience. (#13903, @TomeHirata, #13851, @gabrielfu)
Any Type in model signature - MLflow now supports AnyType in model signature. It can be used to host any data types that were not supported before. (#13766, @serena-ruan)
Other Features:
update_current_trace
API for adding tags to an active trace. (#13828, @B-Step62)trace.search_spans()
method for searching spans within traces (#13984, @B-Step62)Bug fixes:
mlflow.end_run
inside a MLflow run context manager (#13888, @WeichenXu123)Documentation updates:
Small bug fixes and documentation updates:
#13972, #13968, #13917, #13912, #13906, #13846, @serena-ruan; #13969, #13959, #13957, #13958, #13925, #13882, #13879, #13881, #13869, #13870, #13868, #13854, #13849, #13847, #13836, #13823, #13811, #13820, #13775, #13768, #13764, @harupy; #13960, #13914, #13862, #13892, #13916, #13918, #13915, #13878, #13891, #13863, #13859, #13850, #13844, #13835, #13818, #13762, @B-Step62; #13913, #13848, #13774, @TomeHirata; #13936, #13954, #13883, @daniellok-db; #13947, @AHB102; #13929, #13922, @Ajay-Satish-01; #13857, @stevenchen-db; #13773, @BenWilson2; #13705, @williamjamir; #13745, #13743, @WeichenXu123; #13895, @chenmoneygithub; #14023, @theBeginner86
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