mlflow.autogen

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

Note

Experimental: This function may change or be removed in a future release without warning.

Note

Autologging is known to be compatible with the following package versions: 0.4.9 <= autogen-agentchat <= 0.5.7. Autologging may not succeed when used with package versions outside of this range.

Enables (or disables) and configures autologging for AutoGen flavor. Due to its patch design, this method needs to be called after importing AutoGen classes.

Parameters

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

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

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

Example:

Example 
import mlflow
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

mlflow.autogen.autolog()
agent = AssistantAgent("assistant", OpenAIChatCompletionClient(model="gpt-4o-mini"))
result = await agent.run(task="Say 'Hello World!'")
print(result)