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chore(deps): update dependency mlflow to v2.19.0 #181

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Dec 12, 2024
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@renovate renovate bot commented Dec 11, 2024

This PR contains the following updates:

Package Change Age Adoption Passing Confidence
mlflow ==2.18.0 -> ==2.19.0 age adoption passing confidence

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Release Notes

mlflow/mlflow (mlflow)

v2.19.0

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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 and ChatCompletionResponse as its new schema. The predict_stream interface uses ChatCompletionChunk to deliver true streaming responses. Additionally, the custom_inputs and custom_outputs fields in ChatModel now utilize AnyType, 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 for n, temperature, and stream 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:

Bug fixes:

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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This PR was generated by Mend Renovate. View the repository job log.

@renovate renovate bot requested a review from ahgraber as a code owner December 11, 2024 12:25
@ahgraber ahgraber merged commit 6e68459 into main Dec 12, 2024
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@ahgraber ahgraber deleted the renovate/mlflow-2.x branch December 12, 2024 01:25
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