Data Science & Analytics

Heavy File Ingestion

Use when a user asks to read, analyze, summarize, or extract from a heavyweight file such as PDF, DOCX, PPTX, XLSX, CSV, or TSV. Convert the file into markdown or CSV first, generate a lightweight index, and only spend model tokens on the compressed artifact. Trigger on requests like "read this PDF", "look through this spreadsheet", "summarize this deck", or any time raw file ingestion would waste tokens.

Publisher / source

NateBJones-Projects/OB1 (found on GitHub top repositories)

Upstream record

NateBJones-Projects/OB1

Version

Version 1

Published

2026-11-05

Publication review

Approved for publication

Content fingerprint

332fb0843d5cc0ddd4b8da0c251483a6da2024149827754f471c8ffbb695e74f