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davidmezzetti
2025-06-05 13:41:20 -04:00
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![agent](https://raw.githubusercontent.com/neuml/mlflow-txtai/master/images/agent.png)
Observability helps track the inner workings of a system without having to change the system. This makes it much easier to debug and evaluate overall performance.
Observability enables tracking the inner workings of a system without having to change the system. This makes it much easier to debug and evaluate overall performance.
`txtai` has an integration with [MLflow](https://mlflow.org) and it's [tracing module](https://mlflow.org/docs/latest/llms/tracing/index.html) to provide insights into each of the components in `txtai`.