MLflow를 활용하여 신뢰할 수 있는 고품질 AI 에이전트를 구축하는 방법

import mlflow

mlflow.library.autolog() # Enable tracing for 40+ GenAI authoring libraries

agent = TelcoAgent()
# Traces are now automatically captured to MLflow

from mlflow.genai.scorers import make_judge

is_formal = make_judge(
    name="formality",
    instructions="The outputs must be phrased in a formal manner. Rate as formal, semi-formal, or informal",
    model="databricks/databricks-gpt-5-mini"
)