mlflow.gemini

The mlflow.gemini module provides an API for tracing the interaction with Gemini models.

mlflow.gemini.autolog(log_traces: bool = True, disable: bool = False, silent: bool = False)[source]

Note

Autologging is known to be compatible with the following package versions: 1.0.0 <= google-genai <= 1.27.0. Autologging may not succeed when used with package versions outside of this range.

Enables (or disables) and configures autologging from Gemini to MLflow. Currently, both legacy SDK google-generativeai and new SDK google-genai are supported. Both synchronous and asynchronous calls are supported for the new SDK.

Parameters

  • log_traces – If True, traces are logged for Gemini models. If False, no traces are collected during inference. Default to True.

  • disable – If True, disables the Gemini autologging. Default to False.

  • silent – If True, suppress all event logs and warnings from MLflow during Gemini autologging. If False, show all events and warnings.