Intelligence · Component · research-paper-extraction

Research paper extraction and explainer packaging

Working Synthetic data T5 · Document Scan & Extraction

What it does

Fetch arXiv HTML/PDF, extract sections and bibliographic metadata, validate supplied structured explainers and render reading views.

Core pattern

Technical document section extraction + metadata and explainer validation

Input
arXiv papers and externally authored explainer JSON
Output
Sectioned text, metadata, validation report and paper pages

Key parameters

NameTypeDefaultValues
operationstringfetchfetch · extract · validate_explainer · render
extract_schema———
documentsarray[]—
language———
formatstringjsonjson · csv · markdown · html · pdf · xlsx · pptx · png · svg · text

Maturity and limits

Working

Caching, HTML/PDF extraction and schema validation; AI explainer creation is external. Phase 2: source paths and implementation inspected statically; tests and external integrations were not executed. Maturity rates repository implementation, not a verified production deployment.

No root reuse license found; third-party news, research, logos and personal profile data require appropriate rights; external services require credentials.

1 sentence citing source paths or vendor names omitted for publication.

Industry tags

  • FinanceSource-supported industry

    For work involving research materials and financial service operations, use technical document section extraction followed by metadata and explainer validation.

  • Legal servicesTransferable use

    For ongoing research into case issues and regulatory materials, use technical document section extraction followed by metadata and explainer validation.

Skills pack

Contract scaffold and deterministic mock

Download · 11KB

SHA-256 583ff6696e3e56a10921a525d065ecdab2eed2d9ff1ca8175e2e0bce7b91d0ba

Related components

  • Multi-image OTA rate extraction

    Paired screenshot field recognition + structured comparison records

    • Travel & hotels · Source-supported industry
    • Retail & ecommerce · Transferable use
    Working 1 pipeline
  • Disclosure collection and text extraction

    Document index collection + cleaned text and normalized references

    • Finance · Source-supported industry
    • Legal services · Transferable use
    Working 1 pipeline
  • Legacy data and provenance migration

    Legacy record mapping and import + orphan and completeness checks

    • Travel & hotels · Source-supported industry
    • Manufacturing & industry · Transferable use
    Working 1 pipeline
  • Intent-aware search planning and refinement

    Query classification + search terms, source and freshness refinement

    • Legal services · Transferable use
    Working 1 pipeline

Skill pack download

You are downloading

Get the skill pack

Tell us who you are and the download starts right away. We read every request and follow up only about this capability.

Contact

We send the download link here as well.

Company address