MLflow

What it does

MLflow is an open-source (Apache-2.0) platform for building and running AI agents, LLM apps and classical ML models. It tracks experiments and traces agent runs with OpenTelemetry, evaluates quality with built-in metrics and LLM judges, versions prompts and models in registries, and includes a gateway that routes requests to many LLM providers. It is a Linux Foundation project started by Databricks.

Compare with

• vsDVC
• vsCML
• vsWeights & Biases

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