Glossary term
Glossary term
Agentic Systems
In general, the text that an ML model outputs. When evaluating large language models, some metrics compare generated text against reference text. For example, suppose you are trying to determine how effectively an ML model translates from French to Dutch. In this case:
The generated text is the Dutch translation that the ML model outputs.
The reference text is the Dutch translation that a human translator (or software) creates.
Note that some evaluation strategies don't involve reference text.
Created for this library
A SaaS team logs all generated text from its assistant for audit and uses a sample for weekly quality reviews.
A legal-tech vendor stores generated text with citation metadata so reviewers can verify every claim against the source.
A marketing tool stores generated text alongside the prompt and chosen variant so creative leads can review final outputs by campaign.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License