Extractors

Extractors for structured information extraction from text using LLMs.

Modules:

Name	Description
base	Core extraction function extract_from_text and related types.
aggregation_utils	Aggregation functions for combining structured outputs across multiple extractions.
chunking	ChunkingExtractor for running extraction over document chunks.
chunking_utils	Tokenization and chunk-iteration utilities used by ChunkingExtractor.
conditional	ConditionalUnionExtractor for multi-pass extraction with chat history.
repeat	RepeatingExtractor for repeated extraction with majority-vote aggregation.
union	UnionExtractor for multi-pass extraction with per-pass parameter overrides.
multi_pass	MultiPassExtractorWithChunking for multi-pass extraction with per-pass parameter overrides on document chunking.