Intelligence · Component · document-summarization

Grounded document summarization

Working Synthetic data T5 · Document Scan & Extraction

What it does

Summarize supplied documents or retrieved announcements with citations, source metadata and deterministic fallback labeling.

Core pattern

Source text summarization + citations and fallback labels

Input
Document or announcement content
Output
Structured summary with citations and safety metadata

Key parameters

NameTypeDefaultValues
operationstringsummarize_documentsummarize_document · summarize_announcement
text———
input_file———
sourcesarray[]—
language———

Maturity and limits

Working

Document service attaches provenance and fallback-aware assessments. 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 project license found. External market/news data have licensing, rate-limit and availability constraints. Research only: no trading execution. Backtests can be biased and cross-asset semantics vary. Static inspection; tests not run.

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 source text summarization followed by citations and fallback labels.

  • Legal servicesTransferable use

    For case-file organization and source-linked summaries, use source text summarization followed by citations and fallback labels.

  • HealthcareTransferable use

    Support “Draft administrative notes” with source text summarization followed by citations and fallback labels.

Skills pack

Contract scaffold and deterministic mock

Download · 12KB

SHA-256 9d30aa3f87c3132dd70e6e6acf61b4b1bcf21ce288db62c6a8354b5444734f86

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