Don't Dump Raw Text Into Agent Pipelines: Annotate and Categorize Your Documents
KarlMuth · x · 2026-09-03
- In the author's workflow, two triage agents turn each document into a file (CSV, JSONL, etc.).
- Beyond fields, add decoration, annotation, and categorization so each item is actually useful — the processed NYT article file contains both the original text and rich annotations, helpful for researchers and for LLMs/agents alike, rather than a plain PDF or plaintext dump into a table.
Related event: OB Professor KarlMuth Publishes Guide for Building Research Agents(10 posts)→
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