Enrichment Studio: Taxonomy & Metadata Expander
$45.00
Lightweight pipelines to attach topics, entities, geos, temporal tags, and credibility signals to documents.
Description
Audience: IR engineers, knowledge managers, RAG builders.
What you get: taxonomy starters (tech/finance/healthcare/policy) as extendable YAML; few‑shot/zero‑shot templates with acceptance thresholds; confidence accounting (scores, abstain bucket); exporters (CSV/Parquet/JSONL) with lineage stamps; QC toolkit (spot‑check sampler, drift detector, confusion matrix).
Architecture: spaCy/HF pipelines, optional embedding‑based label expansion, OpenSearch ingest mappings.
KPIs: tag coverage, label accuracy, retrieval uplift (nDCG@K, MRR). Guardrails: bias review, override pathways, versioned taxonomies with rollback.
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