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@dependabot dependabot bot commented on behalf of github Sep 12, 2025

Bumps the pip group with 1 update in the /llm-service directory: mlflow.

Updates mlflow from 2.22.1 to 2.22.2

Release notes

Sourced from mlflow's releases.

v2.22.2

Lightweight patch release to backport #15970 to v2.22.2.

Changelog

Sourced from mlflow's changelog.

CHANGELOG

3.4.0rc0 (2025-09-11)

MLflow 3.4.0rc0 includes several major features and improvements

Major New Features

  • 📊 OpenTelemetry Metrics Export: MLflow now exports span-level statistics as OpenTelemetry metrics, providing enhanced observability and monitoring capabilities for traced applications. (#17325, @​dbczumar)
  • 🤖 MCP Server Integration: Introducing the Model Context Protocol (MCP) server for MLflow, enabling AI assistants and LLMs to interact with MLflow programmatically. (#17122, @​harupy)
  • 🧑‍⚖️ Custom Judges API: New make_judge API enables creation of custom evaluation judges for assessing LLM outputs with domain-specific criteria. (#17647, @​BenWilson2, @​dbczumar, @​alkispoly-db, @​smoorjani)
  • 📈 Correlations Backend: Implemented backend infrastructure for storing and computing correlations between experiment metrics using NPMI (Normalized Pointwise Mutual Information). (#17309, #17368, @​BenWilson2)
  • 🗂️ Evaluation Datasets: MLflow now supports storing and versioning evaluation datasets directly within experiments for reproducible model assessment. (#17447, @​BenWilson2)
  • 🔗 Databricks Backend for MLflow Server: MLflow server can now use Databricks as a backend, enabling seamless integration with Databricks workspaces. (#17411, @​nsthorat)
  • 🤖 Claude Autologging: Automatic tracing support for Claude AI interactions, capturing conversations and model responses. (#17305, @​smoorjani)
  • 🌊 Strands Agent Tracing: Added comprehensive tracing support for Strands agents, including automatic instrumentation for agent workflows and interactions. (#17151, @​joelrobin18)

Features:

Bug fixes:

... (truncated)

Commits

Most Recent Ignore Conditions Applied to This Pull Request
Dependency Name Ignore Conditions
mlflow [>= 3.dev0, < 4]

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Bumps the pip group with 1 update in the /llm-service directory: [mlflow](https://github.com/mlflow/mlflow).


Updates `mlflow` from 2.22.1 to 2.22.2
- [Release notes](https://github.com/mlflow/mlflow/releases)
- [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md)
- [Commits](mlflow/mlflow@v2.22.1...v2.22.2)

---
updated-dependencies:
- dependency-name: mlflow
  dependency-version: 2.22.2
  dependency-type: direct:production
  dependency-group: pip
...

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@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update python code labels Sep 12, 2025
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