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Documents, PDF & OCR

Generate Research Questions from PDFs with InfraNodus GraphRAG

When a form is submitted with a file, this converts it to PDF, extracts the text and uses InfraNodus GraphRAG to generate research questions from content gaps.

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What it does

# How does InfraNodus GraphRAG generate research questions? ## InfraNodus GraphRAG helps avoid generic responses and LLM bias through analyzing your text's structure. Here's how it works: ### 1. It represents your text as a network of concepts and relations building a knowledge graph. ### 2. It then identifies the clusters of cocnepts that are furthest apart from each other — they appear in the same context (your texts) but are not well connected. ### 3. InfraNodus will then use the AI to generate a question / prompt that bridges this gap — touching upon relevant topics but connecting them in a new way.

The steps

  1. Convert File to PDF
  2. On form submission
  3. Convert binary files to PDF
  4. Extract text from PDF files
  5. Prepare for InfraNodus
  6. Display on the Form to the User
  7. InfraNodus GraphRAG Question Generator
  8. InfraNodus GraphRAG Response Generator

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