Extract Group

Use components in this group to pull structured information out of text. Use them when you want to enrich documents with metadata (for example language, entities, or custom fields) or extract specific content that you can store, filter on, or feed into downstream steps.

This subgroup is useful both during indexing and at query time. Extracted fields can improve retrieval and ranking, support metadata filters, and make your pipeline outputs easier to evaluate and debug.