App versioning
Manage app versions with ease
Track and compare different versions of GenAI applications to ensure quality and maintainability.
Version tracking
Track different versions of your GenAI applications using LoggedModels. Link evaluation results, traces, and prompt versions to specific application versions. Optionally package application code for deployment and compare versions to understand performance impacts.
Link evaluation results and traces to app versions
Automatically link evaluation metrics, outputs, and traces from `mlflow.genai.evaluate()` and autologging back to the specific LoggedModel version.
Compare app versions
Compare different LoggedModel versions using metrics like performance, cost, and quality scores to make data-driven decisions.
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