Collected sources and patterns will appear here. Add from search, explore, or the patterns library.
UnstructuredDocuments + RankingCriteria -> SortedDocuments
Filter and order retrieved documents using semantic scores or metadata constraints prior to prompt synthesis.
Problem it solves
Passing excessive or noisy retrieved content to context windows increases LLM inference cost and degrades output quality.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.