Generate research questions from PDFs by identifying…

This automation helps researchers, analysts, and students discover new scientific directions by analyzing the content of PDF documents and identifying structural gaps between topics. Using a knowledge graph, the system generates meaningful research questions and responses.

## Who it´s for
- Researchers analyzing academic papers and looking for new publication topics
- Students and PhD candidates seeking promising research directions
- Analysts working with large volumes of text-based PDF information
- Educators developing teaching materials or assignments based on document content
- R&D teams searching for innovative ideas through interdisciplinary document analysis

## What the automation does
- User uploads one or more PDF files via a web form
- Files are converted to binary format and text is extracted
- All texts are aggregated and sent to InfraNodus GraphRAG API
- The service builds a knowledge graph, identifies weakly connected clusters, and generates a research question and response
- Result is displayed back to the user in the form interface
- Example: when analyzing AI and medical papers, the system may suggest a question about applying AI ethics principles to cancer diagnosis

## What´s included
- Ready-to-use n8n workflow
- Trigger logic for form_submission events
- Integrations with ConvertAPI (text extraction), Web Form (file upload), and InfraNodus GraphRAG API (analysis and generation)
- Basic textual guide for setup and adaptation

## Requirements for setup
- n8n account with access to HTTP nodes and JavaScript processing
- API key for InfraNodus GraphRAG
- Access to ConvertAPI for PDF processing
- Configured web form capable of sending files in binary format

## Benefits and outcomes
- Automatic identification of new research directions without manual review
- Faster hypothesis formulation
- Discovery of interdisciplinary connections between topics
- Enhanced creativity through AI-driven knowledge structure analysis
- Reduced risk of overlooking critical gaps in literature

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.