agrag.ingestion.extract

The Extractor interface: reads one Chunk and produces an ExtractionResult.

Classes:

• BAMLExtractor – Extract entities and relations with an LLM through a typed BAML function.
• ExtractionLLMSettings – Env-backed LLM client configuration for the extraction role.
• Extractor – Reads one chunk and returns the entities and relations it contains.
• ExtractorMissingExtraError – An Extractor needs a package extra that is not installed.
• GlinerExtractor – Extracts entities and relations with a local GLiNER2.5 model.
• LLMExtractor – LLM role that may receive entities found by an earlier extractor.
• UnparsableExtractionError – The LLM replied, but the reply holds no JSON answer.

Functions:

• validate_extraction – Drop entities and relations that the schema does not declare.

Attributes:

• logger –