Editing Labeler (section)

== Implementation ==
Implementing a labeler involves several key components:

* A connection to the AT Protocol firehose to receive content updates
* Classification algorithms or human review processes to analyze content (such as [[Ozone]])
* A database to store labels and track content that has been processed
* An API that conforms to the labeler protocol for publishing labels
* Authentication mechanisms to verify the labeler's identity

Labelers can employ various techniques for content classification, from simple keyword matching to sophisticated machine learning models. Some labelers might involve human reviewers for particularly nuanced judgements, while others might be fully automated.

The AT Protocol defines a standard [[lexicon]] for label formats, ensuring that labels from different providers can be consistently interpreted by consuming services. This standardization allows for interoperability while still permitting innovation in classification methodologies.