vertebrae.extractors.structured

Explicit structured-output extractor contracts and adapters.

Classes

StructuredOutputSpec

Declarative description of one structured extractor output.

StructuredEmbeddingOutput

Per-parent structured unit embeddings from one named output.

CallableStructuredExtractor

Wrap a callable returning explicit structured outputs.

PrecomputedStructuredExtractor

Structured extractor for per-parent matrices already stored in dataset inputs.

Module Contents

class vertebrae.extractors.structured.StructuredOutputSpec[source]

Declarative description of one structured extractor output.

class vertebrae.extractors.structured.StructuredEmbeddingOutput[source]

Per-parent structured unit embeddings from one named output.

class vertebrae.extractors.structured.CallableStructuredExtractor(name, transform_fn, output_specs, recipe_data=None, streaming_safe=True, modality='unknown', extractor_type='custom_structured', cache_identity=None)[source]

Wrap a callable returning explicit structured outputs.

Parameters:

  • name (str)

  • transform_fn (Callable[[Any], Any])

  • output_specs (Iterable[StructuredOutputSpec])

  • recipe_data (Optional[Dict[str, Any]])

  • streaming_safe (bool)

  • modality (str)

  • extractor_type (str)

  • cache_identity (Optional[str])

class vertebrae.extractors.structured.PrecomputedStructuredExtractor(output_specs, name='precomputed_structured', modality='unknown')[source]

Bases: CallableStructuredExtractor

Structured extractor for per-parent matrices already stored in dataset inputs.

Parameters: