Automated Research Idea Generation from PDFs with InfraNodus Content Gap Analysi

Overview

This workflow streamlines the process of generating research ideas by extracting text from PDF files and analyzing content gaps using InfraNodus GraphRAG. Users upload PDFs via a form, which are then converted and processed automatically.

Key Features

• PDF Extraction: Converts uploaded files to PDF and extracts text content.
• InfraNodus Integration: Utilizes InfraNodus GraphRAG for advanced content gap analysis and question generation.
• Automated Processing: Seamlessly handles file conversion, text extraction, and analysis without manual intervention.
• User Interaction: Presents results directly to users through a form interface.

Benefits

• Time Savings: Eliminates manual review and analysis of research documents.
• Insight Generation: Identifies knowledge gaps and suggests research questions, enhancing productivity.
• Consistency: Ensures standardized analysis across multiple documents.

Use Cases

• Academic research teams seeking new project ideas.
• Content strategists identifying unexplored topics.
• Organizations automating literature reviews.

Integrations & Automation

Key integrations include PDF processing modules and InfraNodus GraphRAG API. The workflow leverages n8n's automation capabilities to reduce repetitive tasks and deliver actionable insights efficiently.