"""Extraction schemas (pydantic) — the contract between documents and the knowledge graph. Used by the LLM factory and by deterministic extractors alike; every field is optional because absence of evidence must stay absence.""" from aiatlas.schemas.extraction import ( TASKS, BenchmarkResultExtraction, CompanyPassport, DocumentClassification, HardwareSpec, ModelPassport, PaperPassport, PricingExtraction, ReleaseAnnouncement, schema_for, ) __all__ = ["TASKS", "BenchmarkResultExtraction", "CompanyPassport", "DocumentClassification", "HardwareSpec", "ModelPassport", "PaperPassport", "PricingExtraction", "ReleaseAnnouncement", "schema_for"]