Technical Note: Structured PDF Summarization Workflow (CrewAI)

Summarization Flow v1.0 - Tuesday 15th April 2025

Apr 21, 2025

∙ Paid

Overview

This document describes the architecture and execution logic of a structured PDF summarization pipeline implemented using the CrewAI agent framework. The workflow is designed to process academic or research PDFs and output a rich, Markdown-formatted summary with full section breakdowns and detailed insights.

The system is composed of:

A sequential…

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