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2026-07-13 13:22:34 +08:00

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Python

"""
This is an example for leveraging MLflow's auto tracing capabilities for Smolagents.
For more information about MLflow Tracing, see: https://mlflow.org/docs/latest/llms/tracing/index.html
"""
from smolagents import CodeAgent, LiteLLMModel
import mlflow
# Turn on auto tracing for Smolagents by calling mlflow.smolagents.autolog()
mlflow.smolagents.autolog()
model = LiteLLMModel(model_id="openai/gpt-4o-mini", api_key="API_KEY")
agent = CodeAgent(tools=[], model=model, add_base_tools=True)
result = agent.run(
"Could you give me the 118th number in the Fibonacci sequence?",
)